Best-of Python
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A ranked list of awesome Python open-source libraries & tools. Updated weekly.
This curated list contains 300 awesome open-source projects with a total of 950K stars grouped into 26 categories. All projects are ranked by a project-quality score, which is calculated based on various metrics automatically collected from GitHub and different package managers. If you like to add or update projects, feel free to open an issue , submit a pull request , or directly edit the projects.yaml . Contributions are very welcome!
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Contents
Explanation
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Combined project-quality score
⭐️
Star count from GitHub
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New project (less than 6 months old)
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Inactive project (6 months no activity)
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Dead project (12 months no activity)
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Project is trending up or down
➕
Project was recently added
❗️
Warning (e.g. missing/risky license)
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Contributors count from GitHub
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Fork count from GitHub
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Issue count from GitHub
⏱️
Last update timestamp on package manager
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Download count from package manager
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Number of dependent projects
Data Serialization
protobuf
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41 ·
⭐
50K) - Protocol Buffers - Google's data interchange format. BSD-3
GitHub (
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850 ·
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13K ·
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28M ·
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160K ·
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4.7K - 26% open ·
⏱️
26.08.2021):
git clone https://github.com/protocolbuffers/protobuf
PyPi (
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64M / month ·
��
25K ·
⏱️
20.08.2021):
Conda (
��
5.8M ·
⏱️
29.06.2021):
conda install -c conda-forge protobuf
flatbuffers
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35 ·
⭐
17K) - FlatBuffers: Memory Efficient Serialization Library. Apache-2
GitHub (
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500 ·
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2.5K ·
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32K ·
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1K ·
��
1.8K - 8% open ·
⏱️
24.08.2021):
git clone https://github.com/google/flatbuffers
PyPi (
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3.9M / month ·
��
170 ·
⏱️
10.05.2021):
Conda (
��
260K ·
⏱️
11.05.2021):
conda install -c conda-forge flatbuffers
simplejson
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34 ·
⭐
1.4K) - simplejson is a simple, fast, extensible JSON encoder/decoder for.. MIT
GitHub (
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37 ·
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310 ·
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5.3K ·
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68K ·
��
180 - 9% open ·
⏱️
24.08.2021):
git clone https://github.com/simplejson/simplejson
PyPi (
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16M / month ·
��
39K ·
⏱️
24.08.2021):
Conda (
��
1.3M ·
⏱️
24.08.2021):
conda install -c conda-forge simplejson
ultrajson
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33 ·
⭐
3.4K ·
��
) - Ultra fast JSON decoder and encoder written in C with Python.. BSD-3
marshmallow
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32 ·
⭐
5.7K) - A lightweight library for converting complex objects to and from.. MIT
GitHub (
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190 ·
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570 ·
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32K ·
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1.1K - 11% open ·
⏱️
12.08.2021):
git clone https://github.com/marshmallow-code/marshmallow
PyPi (
��
9.8M / month ·
��
18K ·
⏱️
21.07.2021):
Conda (
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700K ·
⏱️
23.07.2021):
conda install -c conda-forge marshmallow
msgpack
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30 ·
⭐
1.5K) - MessagePack serializer implementation for Python msgpack.org[Python]. Apache-2
GitHub (
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69 ·
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190 ·
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870 ·
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48K ·
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240 - 2% open ·
⏱️
18.03.2021):
git clone https://github.com/msgpack/msgpack-python
PyPi (
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14M / month ·
��
2.6K ·
⏱️
18.12.2020):
Conda (
��
4.5M ·
⏱️
29.06.2021):
conda install -c conda-forge msgpack-python
dill
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30 ·
⭐
1.5K) - serialize all of python. BSD-3
GitHub (
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30 ·
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120 ·
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240K ·
��
350 - 39% open ·
⏱️
13.07.2021):
git clone https://github.com/uqfoundation/dill
PyPi (
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9.1M / month ·
��
5K ·
⏱️
13.06.2021):
Conda (
��
1.2M ·
⏱️
13.06.2021):
conda install -c conda-forge dill
cloudpickle
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30 ·
⭐
1K) - Extended pickling support for Python objects. BSD-3
GitHub (
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47 ·
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110 ·
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19 ·
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40K ·
��
190 - 29% open ·
⏱️
01.08.2021):
git clone https://github.com/cloudpipe/cloudpickle
PyPi (
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20M / month ·
��
4.1K ·
⏱️
25.08.2020):
Conda (
��
5.1M ·
⏱️
26.08.2020):
conda install -c conda-forge cloudpickle
orjson
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28 ·
⭐
2.3K) - Fast, correct Python JSON library supporting dataclasses, datetimes,.. Apache-2
GitHub (
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13 ·
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85 ·
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3K ·
��
170 - 11% open ·
⏱️
20.08.2021):
git clone https://github.com/ijl/orjson
PyPi (
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1.1M / month ·
��
28 ·
⏱️
20.08.2021):
Conda (
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200K ·
⏱️
21.08.2021):
conda install -c conda-forge orjson
srsly
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28 ·
⭐
220) - Modern high-performance serialization utilities for Python (JSON,.. MIT
GitHub (
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11 ·
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24 ·
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13K ·
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23 - 8% open ·
⏱️
04.08.2021):
git clone https://github.com/explosion/srsly
PyPi (
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2.5M / month ·
��
410 ·
⏱️
12.04.2021):
Conda (
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480K ·
⏱️
12.04.2021):
conda install -c conda-forge srsly
jsonpickle
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26 ·
⭐
960) - Python library for serializing any arbitrary object graph into JSON... BSD-3
GitHub (
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62 ·
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140 ·
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240 - 24% open ·
⏱️
03.07.2021):
git clone https://github.com/jsonpickle/jsonpickle
PyPi (
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7M / month ·
��
3.3K ·
⏱️
08.02.2021):
Conda (
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710K ·
⏱️
12.04.2021):
conda install -c conda-forge jsonpickle
python-rapidjson
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26 ·
⭐
420) - Python wrapper around rapidjson. MIT
GitHub (
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18 ·
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38 ·
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1.5K ·
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98 - 10% open ·
⏱️
25.06.2021):
git clone https://github.com/python-rapidjson/python-rapidjson
PyPi (
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680K / month ·
��
290 ·
⏱️
25.06.2021):
pip install python-rapidjson
Conda (
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610K ·
⏱️
25.06.2021):
conda install -c conda-forge python-rapidjson
pysimdjson
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24 ·
⭐
470) - Python bindings for the simdjson project. MIT
hickle
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23 ·
⭐
380 ·
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) - a HDF5-based python pickle replacement. MIT
GitHub (
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21 ·
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62 ·
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300 ·
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95 - 9% open ·
⏱️
05.01.2021):
git clone https://github.com/telegraphic/hickle
PyPi (
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4.3K / month ·
��
140 ·
⏱️
05.01.2021):
Conda (
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17K ·
⏱️
11.07.2019):
conda install -c conda-forge hickle
Show 1 hidden projects...
pyasn1
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30 ·
⭐
190 ·
��
) - Generic ASN.1 library for Python. BSD-2
Data Structures
pyrsistent
��
34 ·
⭐
1.6K) - Persistent/Immutable/Functional data structures for Python. MIT
GitHub (
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57 ·
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120 ·
��
100K ·
��
140 - 10% open ·
⏱️
28.06.2021):
git clone https://github.com/tobgu/pyrsistent
PyPi (
��
30M / month ·
��
3.4K ·
⏱️
28.06.2021):
Conda (
��
5.8M ·
⏱️
29.06.2021):
conda install -c conda-forge pyrsistent
multidict
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30 ·
⭐
250) - The multidict implementation. Apache-2
GitHub (
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36 ·
��
63 ·
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1.5K ·
��
120 - 8% open ·
⏱️
24.08.2021):
git clone https://github.com/aio-libs/multidict
PyPi (
��
39M / month ·
��
5.3K ·
⏱️
03.12.2020):
Conda (
��
2.5M ·
⏱️
29.06.2021):
conda install -c conda-forge multidict
python-sortedcontainers
��
27 ·
⭐
2.3K) - Python Sorted Container Types: Sorted List, Sorted.. Apache-2
addict
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27 ·
⭐
2.1K ·
��
) - The Python Dict that's better than heroin. MIT
GitHub (
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31 ·
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130 ·
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16 ·
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1.8K ·
��
72 - 12% open ·
⏱️
05.01.2021):
git clone https://github.com/mewwts/addict
PyPi (
��
700K / month ·
��
370 ·
⏱️
21.11.2020):
Conda (
��
210K ·
⏱️
31.03.2021):
conda install -c conda-forge addict
python-box
��
26 ·
⭐
1.7K) - Python dictionaries with advanced dot notation access. MIT
GitHub (
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1 ·
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76 ·
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30 ·
��
1.5K ·
��
130 - 15% open ·
⏱️
22.08.2021):
git clone https://github.com/cdgriffith/Box
PyPi (
��
900K / month ·
��
250 ·
⏱️
22.08.2021):
Conda (
��
130K ·
⏱️
22.08.2021):
conda install -c conda-forge python-box
janus
��
26 ·
⭐
510) - Thread-safe asyncio-aware queue for Python. Apache-2
GitHub (
����
21 ·
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29 ·
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1.7K ·
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31 - 16% open ·
⏱️
02.08.2021):
git clone https://github.com/aio-libs/janus
PyPi (
��
100K / month ·
��
92 ·
⏱️
26.10.2020):
Conda (
��
6.9K ·
⏱️
02.11.2020):
conda install -c conda-forge janus
munch
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26 ·
⭐
500 ·
��
) - A Munch is a Python dictionary that provides attribute-style access (a.. MIT
GitHub (
����
24 ·
��
63 ·
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35 - 20% open ·
⏱️
22.01.2021):
git clone https://github.com/Infinidat/munch
PyPi (
��
2.2M / month ·
��
1.1K ·
⏱️
09.03.2020):
Conda (
��
1.2M ·
⏱️
30.10.2019):
conda install -c conda-forge munch
bidict
��
25 ·
⭐
880) - The bidirectional mapping library for Python. MPL-2.0
GitHub (
����
11 ·
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42 ·
��
4K ·
��
45 - 4% open ·
⏱️
15.07.2021):
git clone https://github.com/jab/bidict
PyPi (
��
480K / month ·
��
560 ·
⏱️
07.09.2020):
Conda (
��
98K ·
⏱️
07.09.2020):
conda install -c conda-forge bidict
immutables
��
25 ·
⭐
860) - A high-performance immutable mapping type for Python. Apache-2
GitHub (
����
13 ·
��
41 ·
��
2.4K ·
��
34 - 17% open ·
⏱️
07.08.2021):
git clone https://github.com/MagicStack/immutables
PyPi (
��
1.7M / month ·
��
100 ·
⏱️
07.08.2021):
Conda (
��
700K ·
⏱️
10.08.2021):
conda install -c conda-forge immutables
sqlitedict
��
25 ·
⭐
700 ·
��
) - Persistent dict, backed by sqlite3 and pickle, multithread-.. Apache-2
GitHub (
����
32 ·
��
99 ·
��
1.1K ·
��
80 - 30% open ·
⏱️
30.01.2021):
git clone https://github.com/RaRe-Technologies/sqlitedict
PyPi (
��
130K / month ·
��
240 ·
⏱️
04.09.2020):
Conda (
��
13K ·
⏱️
30.09.2020):
conda install -c conda-forge sqlitedict
python-benedict
��
23 ·
⭐
260) - dict subclass with keylist/keypath support, normalized I/O.. MIT
GitHub (
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2 ·
��
18 ·
��
300 ·
��
58 - 12% open ·
⏱️
11.08.2021):
git clone https://github.com/fabiocaccamo/python-benedict
PyPi (
��
130K / month ·
⏱️
11.08.2021):
pip install python-benedict
Conda (
��
14K ·
⏱️
11.08.2021):
conda install -c conda-forge python-benedict
Show 3 hidden projects...
anytree
��
24 ·
⭐
590 ·
��
) - Python tree data library. Apache-2 ordered-set
��
24 ·
⭐
130 ·
��
) - A mutable set that remembers the order of its entries. One of.. MIT cleverdict
��
16 ·
⭐
83) - A JSON-friendly data structure which allows both object attributes and.. MIT
Data Validation
pydantic
��
34 ·
⭐
7.3K) - Data parsing and validation using Python type hints. MIT
GitHub (
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220 ·
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650 ·
��
29K ·
��
1.6K - 24% open ·
⏱️
19.07.2021):
git clone https://github.com/samuelcolvin/pydantic
PyPi (
��
9.7M / month ·
��
390 ·
⏱️
11.05.2021):
Conda (
��
890K ·
⏱️
12.05.2021):
conda install -c conda-forge pydantic
jsonschema
��
32 ·
⭐
3.3K) - An(other) implementation of JSON Schema for Python. MIT
GitHub (
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88 ·
��
480 ·
��
170K ·
��
590 - 10% open ·
⏱️
26.08.2021):
git clone https://github.com/Julian/jsonschema
PyPi (
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30M / month ·
��
31K ·
⏱️
25.08.2021):
Conda (
��
7.3M ·
⏱️
04.03.2021):
conda install -c conda-forge jsonschema
cerberus
��
31 ·
⭐
2.6K) - Lightweight, extensible data validation library for Python. ISC
GitHub (
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62 ·
��
210 ·
��
9.9K ·
��
320 - 10% open ·
⏱️
05.05.2021):
git clone https://github.com/pyeve/cerberus
PyPi (
��
1.8M / month ·
��
1.5K ·
⏱️
05.05.2021):
Conda (
��
150K ·
⏱️
02.12.2019):
conda install -c conda-forge cerberus
schematics
��
30 ·
⭐
2.4K) - Python Data Structures for Humans. BSD-3
GitHub (
����
120 ·
��
300 ·
��
990 ·
��
340 - 31% open ·
⏱️
17.08.2021):
git clone https://github.com/schematics/schematics
PyPi (
��
150K / month ·
��
610 ·
⏱️
17.08.2021):
Conda (
��
18K ·
⏱️
17.07.2019):
conda install -c conda-forge schematics
schema
��
29 ·
⭐
2.4K) - Schema validation just got Pythonic. MIT
GitHub (
����
61 ·
��
170 ·
��
3.1K ·
��
140 - 52% open ·
⏱️
12.03.2021):
git clone https://github.com/keleshev/schema
PyPi (
��
940K / month ·
��
1K ·
⏱️
01.02.2021):
Conda (
��
32K ·
⏱️
01.02.2021):
conda install -c conda-forge schema
voluptuous
��
29 ·
⭐
1.7K) - CONTRIBUTIONS ONLY: Voluptuous, despite the name, is a Python data.. BSD-3
GitHub (
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86 ·
��
190 ·
��
3.6K ·
��
230 - 17% open ·
⏱️
19.02.2021):
git clone https://github.com/alecthomas/voluptuous
PyPi (
��
1.2M / month ·
��
2.2K ·
⏱️
06.12.2020):
Conda (
��
120K ·
⏱️
30.12.2020):
conda install -c conda-forge voluptuous
validators
��
28 ·
⭐
520) - Python Data Validation for Humans. MIT
GitHub (
����
38 ·
��
86 ·
��
21K ·
��
120 - 72% open ·
⏱️
01.03.2021):
git clone https://github.com/kvesteri/validators
PyPi (
��
2.2M / month ·
��
1.9K ·
⏱️
18.12.2020):
Conda (
��
25K ·
⏱️
18.12.2020):
conda install -c conda-forge validators
param
��
27 ·
⭐
230) - Param: Make your Python code clearer and more reliable by declaring.. BSD-3
GitHub (
����
30 ·
��
46 ·
��
2.2K ·
��
280 - 38% open ·
⏱️
17.08.2021):
git clone https://github.com/holoviz/param
PyPi (
��
220K / month ·
��
140 ·
⏱️
10.07.2021):
Conda (
��
360K ·
⏱️
05.07.2021):
conda install -c conda-forge param
strictyaml
��
24 ·
⭐
920) - Type-safe YAML parser and validator. MIT
GitHub (
����
16 ·
��
37 ·
��
340 ·
��
120 - 51% open ·
⏱️
19.06.2021):
git clone https://github.com/crdoconnor/strictyaml
PyPi (
��
33K / month ·
��
50 ·
⏱️
19.06.2021):
Conda (
��
84K ·
⏱️
19.06.2021):
conda install -c conda-forge strictyaml
validr
��
20 ·
⭐
210) - A simple, fast, extensible python library for data validation. MIT
typical
��
15 ·
⭐
130) - Typical: Fast, simple, & correct data-validation using Python 3 typing. MIT
Show 2 hidden projects...
Algorithms & Design Patterns
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python-patterns
⭐
29K) - Collection of design patterns/idioms in Python.
transitions
��
29 ·
⭐
3.9K) - A lightweight, object-oriented finite state machine implementation.. MIT
GitHub (
����
69 ·
��
440 ·
��
1.7K ·
��
380 - 2% open ·
⏱️
23.08.2021):
git clone https://github.com/pytransitions/transitions
PyPi (
��
200K / month ·
��
350 ·
⏱️
13.02.2021):
Conda (
��
20K ·
⏱️
07.04.2021):
conda install -c conda-forge transitions
algorithms
��
27 ·
⭐
20K) - Minimal examples of data structures and algorithms in Python. MIT
Show 1 hidden projects...
PyPattyrn
��
18 ·
⭐
1.3K ·
��
) - A simple library for implementing common design patterns. MIT
Date & Time Utilities
python-dateutil
��
37 ·
⭐
1.6K) - Useful extensions to the standard Python datetime features. Apache-2
GitHub (
����
120 ·
��
370 ·
��
35K ·
��
550K ·
��
620 - 41% open ·
⏱️
09.08.2021):
git clone https://github.com/dateutil/dateutil
PyPi (
��
130M / month ·
��
120K ·
⏱️
14.07.2021):
pip install python-dateutil
Conda (
��
17M ·
⏱️
14.07.2021):
conda install -c conda-forge python-dateutil
arrow
��
35 ·
⭐
7.5K) - Better dates & times for Python. Apache-2
GitHub (
����
240 ·
��
580 ·
��
21K ·
��
430 - 13% open ·
⏱️
23.08.2021):
git clone https://github.com/arrow-py/arrow
PyPi (
��
4.3M / month ·
��
7.4K ·
⏱️
24.06.2021):
Conda (
��
730K ·
⏱️
24.06.2021):
conda install -c conda-forge arrow
dateparser
��
31 ·
⭐
1.9K) - python parser for human readable dates. BSD-3
GitHub (
����
100 ·
��
360 ·
��
7.9K ·
��
560 - 44% open ·
⏱️
19.08.2021):
git clone https://github.com/scrapinghub/dateparser
PyPi (
��
2.5M / month ·
��
1.4K ·
⏱️
29.10.2020):
Conda (
��
54K ·
⏱️
29.10.2020):
conda install -c conda-forge dateparser
pytz
��
31 ·
⭐
180) - pytz Python historical timezone library and database. MIT
GitHub (
����
16 ·
��
54 ·
��
830K ·
��
38 - 42% open ·
⏱️
22.03.2021):
git clone https://github.com/stub42/pytz
PyPi (
��
68M / month ·
��
150K ·
⏱️
01.02.2021):
Conda (
��
17M ·
⏱️
01.02.2021):
conda install -c conda-forge pytz
pendulum
��
30 ·
⭐
4.5K) - Python datetimes made easy. MIT
GitHub (
����
66 ·
��
250 ·
��
420 - 46% open ·
⏱️
11.02.2021):
git clone https://github.com/sdispater/pendulum
PyPi (
��
5.6M / month ·
��
1.1K ·
⏱️
24.07.2020):
Conda (
��
370K ·
⏱️
08.11.2020):
conda install -c conda-forge pendulum
holidays
��
28 ·
⭐
610) - Generate and work with holidays in Python. MIT
GitHub (
����
150 ·
��
260 ·
��
160 ·
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18.07.2021):
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2.7M / month ·
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560 ·
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18.07.2021):
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20.07.2021):
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25.08.2021):
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21.08.2021):
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610K ·
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23.08.2021):
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160 - 40% open ·
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23.06.2021):
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2.3K ·
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31.05.2020):
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10.06.2020):
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isodate
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File & Path Utilities
watchdog
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4.9K) - Python library and shell utilities to monitor filesystem events. Apache-2
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23.08.2021):
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3.4M / month ·
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14K ·
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23.08.2021):
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23.08.2021):
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28.01.2021):
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PyPi (
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17M / month ·
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26K ·
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11.05.2020):
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3.6M ·
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19.10.2020):
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25.08.2021):
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3.5M / month ·
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4.1K ·
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09.03.2019):
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1.6K) - File support for asyncio. Apache-2
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18.05.2021):
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1.6K ·
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16.05.2021):
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17.05.2021):
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path
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130 ·
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130 - 1% open ·
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26.07.2021):
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78 ·
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27.07.2021):
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27.07.2021):
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Compatiblity
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22.06.2021):
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28K ·
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31.10.2019):
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4.4M ·
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29.06.2021):
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six
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820) - Python 2 and 3 compatibility library. MIT
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210 ·
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280 - 38% open ·
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05.05.2021):
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PyPi (
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240K ·
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05.05.2021):
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05.05.2021):
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25.08.2021):
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01.05.2021):
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13.11.2020):
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13.11.2020):
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14.08.2021):
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220 ·
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Cryptography
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26.08.2021):
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34K ·
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24.08.2021):
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05.08.2021):
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420 - 15% open ·
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29.03.2021):
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09.02.2021):
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30.06.2021):
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150 - 22% open ·
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20.08.2021):
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14K ·
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28.07.2020):
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28.07.2020):
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28 ·
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keyring
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20.08.2021):
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16.08.2021):
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16.08.2021):
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29.03.2021):
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13K ·
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15.02.2021):
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24.02.2021):
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29 ·
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100 ·
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87 - 2% open ·
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18.08.2021):
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15K ·
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16.08.2020):
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06.07.2021):
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570 ·
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25.08.2021):
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25.08.2021):
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26.08.2021):
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25.08.2021):
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25.08.2021):
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25.08.2021):
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24K ·
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1.5K - 28% open ·
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06.08.2021):
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4.4K ·
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06.04.2021):
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07.04.2021):
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18.06.2021):
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10.05.2021):
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10.05.2021):
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25.08.2021):
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10.08.2021):
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11.08.2021):
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23.07.2021):
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23K ·
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30.08.2020):
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01.09.2020):
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8.9K) - Python job scheduling for humans. MIT
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26.06.2021):
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10.04.2021):
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10.04.2021):
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950 - 9% open ·
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16.08.2021):
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16.08.2021):
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16.06.2021):
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1.7K - 24% open ·
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08.07.2021):
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19.01.2021):
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09.03.2021):
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netmiko
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plumbum
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320 - 33% open ·
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08.08.2021):
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620 ·
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08.02.2021):
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08.02.2021):
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160 - 15% open ·
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11.01.2021):
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11.01.2021):
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16.11.2020):
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fabtools
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Process Utilities
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17.04.2021):
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31K ·
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21.01.2020):
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12.10.2020):
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6.2K ·
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04.06.2021):
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3.8K ·
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26.02.2021):
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440 ·
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400 - 3% open ·
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10.06.2021):
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15.05.2021):
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59 ·
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33 - 51% open ·
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31.07.2021):
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28.12.2020):
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31.12.2020):
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Asynchronous Programming
greenlet
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10.08.2021):
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06.08.2021):
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06.08.2021):
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uvloop
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33 ·
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42 ·
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270 - 19% open ·
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10.08.2021):
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10.08.2021):
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11.08.2021):
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25 ·
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GitHub (
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22 ·
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47 ·
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200 - 14% open ·
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16.08.2021):
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22.07.2021):
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23.07.2021):
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aiomisc
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unsync
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20 ·
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stopit
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Configuration
python-dotenv
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260 ·
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180 - 7% open ·
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25.07.2021):
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9.4K ·
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24.07.2021):
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24.07.2021):
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160 ·
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240 - 36% open ·
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17.08.2021):
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28K ·
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15.10.2020):
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15.10.2020):
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Dynaconf
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70 ·
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180 ·
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25.08.2021):
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400K / month ·
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92 ·
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20.08.2021):
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1.7K ·
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21.08.2021):
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29 ·
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1.8K) - Strict separation of config from code. MIT
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24 ·
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140 ·
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45K ·
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72 - 22% open ·
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05.06.2021):
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460K / month ·
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6K ·
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05.01.2021):
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05.01.2021):
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28 ·
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820) - Flexible Python configuration system. The last one you will ever need. BSD-3
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21 ·
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52 ·
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390 - 10% open ·
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19.08.2021):
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640K / month ·
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8 ·
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19.08.2021):
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310K ·
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23.08.2021):
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260 ·
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15K ·
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140 - 49% open ·
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14.10.2020):
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2.7M / month ·
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6.2K ·
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26.08.2014):
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280K ·
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29.07.2018):
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1.3K) - Gin provides a lightweight configuration framework for Python. Apache-2
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25.08.2021):
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6 ·
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03.08.2016):
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220K ·
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20.08.2021):
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37 ·
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590K ·
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14.08.2021):
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87M / month ·
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110K ·
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19.05.2021):
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28.06.2021):
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190 ·
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230K ·
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220 - 53% open ·
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11.02.2021):
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88M / month ·
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32K ·
⏱️
13.10.2020):
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4.7M ·
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16.10.2020):
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33 ·
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6.3K ·
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500 - 1% open ·
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20.08.2021):
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2M / month ·
⏱️
05.08.2021):
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350K ·
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06.08.2021):
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8.7K ·
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17.06.2021):
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1.5M / month ·
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1.2K ·
⏱️
22.01.2021):
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130K ·
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22.01.2021):
conda install -c conda-forge fire
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32 ·
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1.3K) - emoji terminal output for Python. BSD-3
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52 ·
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230 ·
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100 - 14% open ·
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01.08.2021):
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2.8M / month ·
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2K ·
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30.07.2021):
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30.07.2021):
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54 ·
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98 ·
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140 ·
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11K ·
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190 - 20% open ·
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12.05.2021):
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10M / month ·
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2.8K ·
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19.04.2021):
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240K ·
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22.04.2021):
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30 ·
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11 ·
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35 ·
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200K ·
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05.08.2021):
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17M / month ·
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25K ·
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23.06.2020):
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7.1M ·
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24.09.2020):
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29 ·
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94 ·
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5.8K ·
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170 - 32% open ·
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06.08.2021):
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1.3M / month ·
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2.3K ·
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06.08.2021):
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07.08.2021):
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520 ·
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11.08.2021):
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8.9K / month ·
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120 ·
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05.04.2021):
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09.04.2021):
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20.10.2020):
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2.5K ·
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21.06.2018):
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08.01.2021):
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25 ·
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cleo
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24 ·
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6 ·
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40 ·
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68 - 60% open ·
⏱️
30.07.2021):
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150 ·
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30.07.2021):
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09.10.2020):
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6K ·
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colout
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110 ·
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180 - 5% open ·
⏱️
09.08.2021):
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43M / month ·
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4.4K ·
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27.04.2021):
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28.04.2021):
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30 ·
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600 ·
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21.10.2020):
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12M / month ·
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2.7K ·
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21.09.2020):
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08.03.2021):
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130 ·
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120 - 55% open ·
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08.10.2020):
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300K / month ·
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2.6K ·
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26.08.2019):
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27.08.2019):
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190 - 12% open ·
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05.08.2021):
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150K / month ·
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4.7K ·
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15.08.2019):
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30.06.2021):
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14.08.2021):
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09.12.2020):
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200K ·
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22.04.2021):
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24.08.2021):
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82 ·
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10.08.2021):
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12.08.2021):
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27 ·
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Gooey
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500 - 18% open ·
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12.06.2021):
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12.06.2021):
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13.06.2021):
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26 ·
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toga
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26 ·
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2.7K) - A Python native, OS native GUI toolkit. BSD-3
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02.06.2021):
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36 ·
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07.09.2020):
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07.09.2020):
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24.08.2021):
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19.04.2021):
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19.04.2021):
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Machine Learning & Data Engineering
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best-of-ml-python - NLP
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07.05.2021):
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10.12.2020):
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28.06.2021):
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05.05.2021):
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06.05.2021):
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1.4K) - python humanize functions. MIT
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01.08.2021):
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01.08.2021):
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24.08.2021):
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24.08.2021):
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GitHub (
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29 ·
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23.03.2021):
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03.03.2021):
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06.07.2021):
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25 ·
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21 ·
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91 ·
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27.03.2021):
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240K / month ·
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27.03.2021):
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13.10.2020):
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price-parser
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25.08.2021):
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18.08.2021):
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18.08.2021):
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25.08.2021):
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25.08.2021):
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26.08.2021):
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redis
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36 ·
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google-cloud-storage
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24.08.2021):
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11.08.2021):
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18.08.2021):
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peewee
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35 ·
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23.08.2021):
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6.5K ·
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19.03.2021):
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19.03.2021):
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MongoEngine
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35 ·
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23.08.2021):
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6.7K ·
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04.05.2021):
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⏱️
17.12.2020):
conda install -c conda-forge mongoengine
pymongo
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3.4K) - PyMongo - the Python driver for MongoDB. Apache-2
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190 ·
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⏱️
24.08.2021):
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PyPi (
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16M / month ·
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36K ·
⏱️
13.07.2021):
Conda (
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470K ·
⏱️
13.07.2021):
conda install -c conda-forge pymongo
elasticsearch
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35 ·
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3.4K) - Official Elasticsearch client library for Python. Apache-2
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180 ·
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640 ·
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23K ·
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900 - 7% open ·
⏱️
25.08.2021):
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PyPi (
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8.7M / month ·
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11K ·
⏱️
03.08.2021):
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Conda (
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⏱️
04.08.2021):
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kafka-python
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34 ·
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4.5K) - Python client for Apache Kafka. Apache-2
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210 ·
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1.2K ·
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1.7K ·
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7.6K ·
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1.4K - 14% open ·
⏱️
03.08.2021):
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PyPi (
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5.2M / month ·
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2K ·
⏱️
30.09.2020):
Conda (
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250K ·
⏱️
30.09.2020):
conda install -c conda-forge kafka-python
python-bigquery
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34 ·
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3.6K) - Google BigQuery API client library. Apache-2
Motor
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33 ·
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1.8K) - Motor - the async Python driver for MongoDB and Tornado or asyncio. Apache-2
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32 ·
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160 ·
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8.5K ·
⏱️
19.08.2021):
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4.4M / month ·
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1.8K ·
⏱️
19.08.2021):
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14K ·
⏱️
20.11.2020):
conda install -c conda-forge motor
Cassandra Driver
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33 ·
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1.2K) - DataStax Python Driver for Apache Cassandra. Apache-2
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180 ·
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460 ·
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3K ·
⏱️
18.03.2021):
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PyPi (
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1.6M / month ·
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1.2K ·
⏱️
18.03.2021):
pip install cassandra-driver
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86K ·
⏱️
12.10.2020):
conda install -c conda-forge cassandra-driver
PyMySQL
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32 ·
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6.6K ·
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GitHub (
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110 ·
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1.3K ·
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92K ·
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570 - 3% open ·
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04.08.2021):
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PyPi (
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12M / month ·
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18K ·
⏱️
09.01.2021):
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350K ·
⏱️
09.01.2021):
conda install -c conda-forge pymysql
alembic
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32 ·
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1K) - A database migrations tool for SQLAlchemy. MIT
GitHub (
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130 ·
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99 ·
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80K ·
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800 - 8% open ·
⏱️
25.08.2021):
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PyPi (
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17M / month ·
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21K ·
⏱️
27.05.2021):
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930K ·
⏱️
27.05.2021):
conda install -c conda-forge alembic
s3transfer
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32 ·
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130) - Amazon S3 Transfer Manager for Python. Apache-2
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27 ·
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80 ·
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⏱️
21.07.2021):
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PyPi (
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130M / month ·
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7.9K ·
⏱️
15.07.2021):
Conda (
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5.8M ·
⏱️
15.07.2021):
conda install -c conda-forge s3transfer
google-cloud-bigtable
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31 ·
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3.6K) - Google Cloud Bigtable API client library. Apache-2
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58 ·
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1.4K ·
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1.6K ·
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97 - 7% open ·
⏱️
18.08.2021):
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PyPi (
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1.8M / month ·
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400 ·
⏱️
26.07.2021):
pip install google-cloud-bigtable
Conda (
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32K ·
⏱️
27.07.2021):
conda install -c conda-forge google-cloud-bigtable
Elasticsearch DSL
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31 ·
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3.3K) - High level Python client for Elasticsearch. Apache-2
Prometheus Client
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31 ·
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2.3K) - Prometheus instrumentation library for Python.. Apache-2
GitHub (
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110 ·
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570 ·
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360 - 9% open ·
⏱️
06.07.2021):
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PyPi (
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23M / month ·
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3.7K ·
⏱️
20.06.2019):
pip install prometheus_client
Conda (
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3.6M ·
⏱️
01.06.2021):
conda install -c conda-forge prometheus_client
pyodbc
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31 ·
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2.2K) - Python ODBC bridge. MIT
GitHub (
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45 ·
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460 ·
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790 - 9% open ·
⏱️
19.08.2021):
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PyPi (
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12M / month ·
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3.3K ·
⏱️
19.08.2021):
Conda (
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520K ·
⏱️
20.08.2021):
conda install -c conda-forge pyodbc
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31 ·
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2.1K) - This repository is for active development of the Azure SDK.. MIT
GitHub (
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340 ·
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1.4K ·
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1.7K ·
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5.5K - 17% open ·
⏱️
26.08.2021):
git clone https://github.com/Azure/azure-sdk-for-python
PyPi (
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31M / month ·
��
380 ·
⏱️
28.07.2021):
pip install azure-storage-blob
Conda (
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260K ·
⏱️
22.04.2021):
conda install -c conda-forge azure-storage-blob
SQLAlchemy-Utils
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31 ·
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98 ·
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250 ·
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11K ·
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330 - 53% open ·
⏱️
28.06.2021):
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PyPi (
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2.5M / month ·
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3.4K ·
⏱️
28.06.2021):
pip install sqlalchemy-utils
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330K ·
⏱️
26.04.2021):
conda install -c conda-forge sqlalchemy-utils
confluent-kafka-python
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30 ·
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2.4K) - Confluent's Kafka Python Client. Apache-2
PynamoDB
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30 ·
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1.7K) - A pythonic interface to Amazon's DynamoDB. MIT
GitHub (
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89 ·
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360 ·
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780 ·
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500 - 45% open ·
⏱️
09.08.2021):
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PyPi (
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780K / month ·
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240 ·
⏱️
29.06.2021):
Conda (
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110K ·
⏱️
29.06.2021):
conda install -c conda-forge pynamodb
influxdb
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1.5K) - Python client for InfluxDB. MIT
GitHub (
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490 ·
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4.7K ·
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510 - 26% open ·
⏱️
06.08.2021):
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1.5M / month ·
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2.1K ·
⏱️
11.11.2020):
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20K ·
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12.11.2020):
conda install -c conda-forge influxdb
dataset
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29 ·
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4.1K) - Easy-to-use data handling for SQL data stores with support for implicit.. MIT
Databases
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29 ·
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2.4K) - Async database support for Python. BSD-3
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30 ·
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160 ·
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2.5K ·
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17.08.2021):
git clone https://github.com/encode/databases
PyPi (
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120K / month ·
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60 ·
⏱️
14.03.2021):
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110K ·
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26.04.2021):
conda install -c conda-forge databases
PyPika
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29 ·
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1.3K) - PyPika is a python SQL query builder that exposes the full richness.. Apache-2
pygsheets
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29 ·
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1.2K) - Google Sheets Python API v4. MIT
py2neo
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29 ·
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220 ·
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24.08.2021):
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110K / month ·
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1.1K ·
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24.08.2021):
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15.06.2021):
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redis-py-cluster
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29 ·
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980) - Python cluster client for the official redis cluster. Redis.. MIT
s3fs
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29 ·
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25.08.2021):
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PyPi (
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13M / month ·
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450 ·
⏱️
20.08.2021):
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2.1M ·
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22.08.2021):
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1.8K ·
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420 - 0% open ·
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08.07.2021):
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PyPi (
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1M / month ·
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340 ·
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08.07.2021):
Conda (
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08.07.2021):
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29 ·
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96 ·
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240 ·
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2.7K ·
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19.08.2021):
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PyPi (
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8.4M / month ·
��
430 ·
⏱️
10.11.2020):
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880K ·
⏱️
28.04.2021):
conda install -c conda-forge pandas-gbq
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64 ·
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320 ·
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270 - 5% open ·
⏱️
08.01.2021):
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PyPi (
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3.2M / month ·
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14K ·
⏱️
01.01.2021):
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100K ·
⏱️
04.01.2021):
conda install -c conda-forge mysqlclient
Ibis
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28 ·
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1.6K) - A pandas-like deferred expression system, with first-class SQL support. Apache-2
GitHub (
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80 ·
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270 ·
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200 ·
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1.6K - 35% open ·
⏱️
24.08.2021):
git clone https://github.com/ibis-project/ibis
PyPi (
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230K / month ·
��
48 ·
⏱️
11.11.2020):
pip install ibis-framework
Conda (
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200K ·
⏱️
13.11.2020):
conda install -c conda-forge ibis-framework
pysolr
��
28 ·
⭐
590) - Pysolr Python Solr client. BSD-3
GitHub (
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63 ·
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320 ·
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2.4K ·
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140 - 19% open ·
⏱️
17.05.2021):
git clone https://github.com/django-haystack/pysolr
PyPi (
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120K / month ·
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2.5K ·
⏱️
17.04.2020):
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16K ·
⏱️
28.04.2020):
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Records
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27 ·
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6.7K ·
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GitHub (
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37 ·
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560 ·
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810 ·
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140 - 42% open ·
⏱️
22.12.2020):
git clone https://github.com/kennethreitz/records
PyPi (
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160K / month ·
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300 ·
⏱️
21.02.2019):
Conda (
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19K ·
⏱️
30.05.2021):
conda install -c conda-forge records
libcloud
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27 ·
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1.8K) - Apache Libcloud is a Python library which hides differences between.. Apache-2
cloudant
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26 ·
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170) - A Python library for Cloudant and CouchDB. Apache-2
GitHub (
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29 ·
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1.5K ·
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⏱️
26.08.2021):
git clone https://github.com/cloudant/python-cloudant
PyPi (
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48K / month ·
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530 ·
⏱️
26.08.2021):
Conda (
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84K ·
⏱️
26.08.2021):
conda install -c conda-forge cloudant
Pony
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25 ·
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2.7K) - Pony Object Relational Mapper. Apache-2
GitHub (
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20 ·
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2.1K ·
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570 - 45% open ·
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28.02.2021):
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PyPi (
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63K / month ·
��
540 ·
⏱️
23.11.2020):
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57K ·
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23.11.2020):
conda install -c conda-forge pony
tortoise-orm
��
25 ·
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2.3K) - Familiar asyncio ORM for python, built with relations in mind. Apache-2
HappyBase
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25 ·
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570) - A developer-friendly Python library to interact with Apache HBase. MIT
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19 ·
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150 ·
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520 ·
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210 - 14% open ·
⏱️
08.02.2021):
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PyPi (
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87K / month ·
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420 ·
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14.05.2019):
Conda (
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64K ·
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01.07.2019):
conda install -c conda-forge happybase
gino
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24 ·
⭐
2.2K) - GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core. BSD-3
cx-Oracle
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24 ·
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760) - Python interface to Oracle Database conforming to the Python DB API.. BSD-3
neo4j-driver
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24 ·
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630) - Neo4j Bolt driver for Python. Apache-2
AWS Data Wrangler
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23 ·
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2.1K) - Pandas on AWS - Easy integration with Athena, Glue,.. Apache-2 pandas
umongo
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23 ·
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360 ·
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piccolos
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21 ·
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470) - A fast, user friendly ORM and query builder which supports asyncio. MIT
PyMODM
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330 ·
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GitHub (
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18 ·
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59 ·
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420 ·
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16.10.2020):
git clone https://github.com/mongodb/pymodm
PyPi (
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12K / month ·
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150 ·
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30.04.2020):
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2.5K ·
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30.04.2020):
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pyhdb
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21 ·
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300) - SAP HANA Connector in pure Python. Apache-2
filedepot
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21 ·
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130) - Toolkit for storing files and attachments in web applications. MIT
Queries
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20 ·
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240 ·
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ODMantic
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19 ·
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380) - Async ODM (Object Document Mapper) for MongoDB based on python type hints. ISC
gsheets-db-api
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18 ·
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150) - A Python DB-API and SQLAlchemy dialect to Google Spreasheets. MIT
PugSQL
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17 ·
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450) - A HugSQL-inspired database library for Python. Apache-2
psycopg3
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12 ·
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410) - New generation PostgreSQL database adapter for the Python.. ❗️LGPL-3.0
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psycopg2
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35 ·
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2.3K) - PostgreSQL database adapter for the Python.. ❗️BSD-3-Clause-Attribution mongo-connector
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25 ·
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1.8K ·
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23 ·
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17 ·
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630 ·
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680 ·
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Data Loading & Extraction
Libraries for loading, collecting, and extracting data from a variety of data sources and formats.
Faker
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37 ·
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13K) - Faker is a Python package that generates fake data for you. MIT
GitHub (
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410 ·
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1.5K ·
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36K ·
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540 - 29% open ·
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24.08.2021):
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4.4M / month ·
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4.7K ·
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24.08.2021):
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480K ·
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24.08.2021):
conda install -c conda-forge faker
xlwings
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33 ·
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2.1K) - xlwings is a BSD-licensed Python library that makes it easy to call.. BSD-3
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54 ·
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370 ·
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1.4K - 23% open ·
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PyPi (
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510K / month ·
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1.1K ·
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01.09.2020):
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370K ·
⏱️
25.08.2021):
conda install -c conda-forge xlwings
xlrd
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33 ·
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1.9K) - Please use openpyxl where you can... BSD-3
GitHub (
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51 ·
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410 ·
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79K ·
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21.08.2021):
git clone https://github.com/python-excel/xlrd
PyPi (
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9.9M / month ·
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14K ·
⏱️
11.12.2020):
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1.6M ·
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09.01.2021):
conda install -c conda-forge xlrd
Datasets
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32 ·
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8.8K) - The largest hub of ready-to-use datasets for ML models with fast,.. Apache-2
python-magic
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32 ·
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1.9K) - A python wrapper for libmagic. MIT
GitHub (
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52 ·
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220 ·
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18K ·
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160 - 17% open ·
⏱️
03.06.2021):
git clone https://github.com/ahupp/python-magic
PyPi (
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2.8M / month ·
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5.1K ·
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03.06.2021):
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100K ·
⏱️
08.06.2021):
conda install -c conda-forge python-magic
Tablib
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31 ·
⭐
4K) - Python Module for Tabular Datasets in XLS, CSV, JSON, YAML, &c. MIT
GitHub (
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110 ·
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570 ·
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11K ·
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240 - 15% open ·
⏱️
10.08.2021):
git clone https://github.com/jazzband/tablib
PyPi (
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770K / month ·
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2.4K ·
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05.12.2020):
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66K ·
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05.12.2020):
conda install -c conda-forge tablib
smart-open
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30 ·
⭐
2.2K) - Utils for streaming large files (S3, HDFS, gzip, bz2...). MIT
csvkit
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29 ·
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4.7K) - A suite of utilities for converting to and working with CSV, the king of.. MIT
GitHub (
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97 ·
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550 ·
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920 ·
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820 - 7% open ·
⏱️
15.07.2021):
git clone https://github.com/wireservice/csvkit
PyPi (
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47K / month ·
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700 ·
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13.07.2021):
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54K ·
⏱️
13.07.2021):
conda install -c conda-forge csvkit
snorkel
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28 ·
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4.8K) - A system for quickly generating training data with weak supervision. Apache-2
GitHub (
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68 ·
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760 ·
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700 ·
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110 ·
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960 - 2% open ·
⏱️
05.08.2021):
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PyPi (
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86K / month ·
��
8 ·
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09.03.2021):
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21K ·
⏱️
30.04.2021):
conda install -c conda-forge snorkel
textract
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27 ·
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3.1K) - extract text from any document. no muss. no fuss. MIT
GitHub (
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39 ·
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460 ·
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210 - 39% open ·
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21.08.2021):
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59K / month ·
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190 ·
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21.08.2021):
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22.08.2021):
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540 ·
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480 - 18% open ·
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1.4K ·
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13.07.2021):
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14.07.2021):
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27 ·
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120 ·
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24.07.2021):
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52 ·
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02.05.2021):
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02.05.2021):
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610) - Intake is a lightweight package for finding, investigating, loading and.. BSD-2
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100 ·
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290 ·
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280 - 28% open ·
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17.08.2021):
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74 ·
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09.08.2021):
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09.08.2021):
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27 ·
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42 ·
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600 ·
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22.03.2021):
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100 ·
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21.03.2021):
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24.07.2018):
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23 ·
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1.2K) - A Python library to extract tabular data from PDFs. MIT
Singer
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23 ·
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23 ·
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480) - Synthetic Data Generation for tabular, relational and time series data. MIT
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23 ·
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220) - Flexible HDF5 saving/loading and other data science tools from the.. BSD-3
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16.06.2021):
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90 ·
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21.10.2017):
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08.07.2020):
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21 ·
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13.03.2021):
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13.09.2018):
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19 ·
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630 ·
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32 ·
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370 ·
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36 ·
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320 ·
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400 - 47% open ·
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20.01.2021):
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110M / month ·
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110K ·
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20.01.2021):
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13M ·
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17.08.2021):
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31 ·
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2.6K) - A Python module for creating Excel XLSX files. BSD-3
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45 ·
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730 - 1% open ·
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12.08.2021):
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6.7M / month ·
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6.2K ·
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10.08.2021):
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11.08.2021):
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jmespath
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1.4K ·
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Code Inspection
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29 ·
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150 - 18% open ·
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30.04.2021):
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820 ·
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29.04.2021):
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29.04.2021):
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typing_inspect
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220) - Runtime inspection utilities for Python typing module. MIT
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19 ·
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21.08.2021):
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07.06.2021):
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09.06.2021):
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2.1K) - More routines for operating on iterables, beyond itertools. MIT
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180 ·
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19.08.2021):
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14M / month ·
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21.05.2021):
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21.05.2021):
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24.09.2020):
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24.09.2020):
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33 ·
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3.6K) - Python Classes Without Boilerplate. MIT
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10.08.2021):
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28K ·
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07.05.2021):
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07.05.2021):
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490 ·
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17.05.2021):
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27.05.2021):
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12.07.2021):
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790 ·
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12.07.2021):
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12.07.2021):
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17.07.2021):
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10.05.2021):
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10.05.2021):
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26.08.2021):
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25.01.2021):
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25.01.2021):
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23.08.2021):
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15.08.2021):
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16.08.2021):
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15.06.2021):
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14.06.2021):
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17.05.2021):
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23.08.2021):
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59K ·
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08.08.2021):
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06.04.2020):
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07.07.2021):
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32K ·
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04.03.2020):
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11M ·
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27.06.2020):
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09.08.2021):
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21K ·
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17.08.2021):
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29.06.2021):
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20.08.2021):
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46K ·
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16.05.2021):
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16.05.2021):
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25.08.2021):
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25.08.2021):
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25.08.2021):
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27.02.2021):
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07.09.2020):
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10.06.2020):
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24.08.2021):
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21.08.2021):
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09.08.2021):
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42 ·
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240 - 3% open ·
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05.08.2021):
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74 ·
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26.05.2021):
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26.05.2021):
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25 ·
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97 ·
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820 ·
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⏱️
21.08.2021):
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23.05.2021):
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05.07.2021):
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25 ·
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140 ·
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920 ·
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16.05.2021):
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270 ·
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16.05.2021):
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190K ·
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04.02.2019):
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24 ·
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15 ·
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57 ·
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110 - 25% open ·
⏱️
29.07.2021):
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300 ·
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31.10.2020):
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31.10.2020):
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23 ·
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630) - Python supercharged for the fastai library. Apache-2
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25 ·
⭐
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