ml-tooling/best-of-ml-python 2020.12.17 on GitHub

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Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as more weekly downloads or code activity.

peewee (🥈33 · ⭐ 8K · 📈) - a small, expressive orm -- supports postgresql, mysql and sqlite. MIT

GitHub (👨‍💻 140 · 🔀 1.3K · 📦 12K · 📋 1.9K - 0% open · ⏱️ 26.11.2020):
```
 git clone https://github.com/coleifer/peewee
```
PyPi (📥 190K / month · 📦 6.5K · ⏱️ 07.11.2020):
```
 pip install peewee
```

Rasa (🥇32 · ⭐ 10K · 📈) - Open source machine learning framework to automate text- and.. Apache-2

GitHub (👨‍💻 450 · 🔀 3.2K · 📋 4.8K - 10% open · ⏱️ 17.12.2020):
```
 git clone https://github.com/RasaHQ/rasa
```
PyPi (📥 62K / month · 📦 64 · ⏱️ 11.12.2020):
```
 pip install rasa
```

tensorflow-hub (🥇32 · ⭐ 2.7K · 📈) - A library for transfer learning by reusing parts of.. Apache-2

GitHub (👨‍💻 65 · 🔀 1.4K · 📦 4.7K · 📋 530 - 8% open · ⏱️ 16.12.2020):
```
 git clone https://github.com/tensorflow/hub
```
PyPi (📥 1.3M / month · 📦 310 · ⏱️ 29.10.2020):
```
 pip install tensorflow-hub
```

Datasets (🥇29 · ⭐ 5.8K · 📈) - Fast, efficient, open-access datasets and evaluation metrics.. Apache-2

GitHub (👨‍💻 180 · 🔀 600 · 📦 200 · 📋 540 - 48% open · ⏱️ 17.12.2020):
```
 git clone https://github.com/huggingface/datasets
```
PyPi (📥 25K / month · 📦 18 · ⏱️ 19.11.2020):
```
 pip install datasets
```

InterpretML (🥈27 · ⭐ 3.3K · 📈) - Fit interpretable models. Explain blackbox machine learning. MIT

GitHub (👨‍💻 21 · 🔀 410 · 📦 58 · 📋 160 - 31% open · ⏱️ 17.12.2020):
```
 git clone https://github.com/interpretml/interpret
```
PyPi (📥 12K / month · 📦 2 · ⏱️ 20.10.2020):
```
 pip install interpret
```

datasketch (🥉27 · ⭐ 1.4K · 📈) - MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog,.. MIT

GitHub (👨‍💻 15 · 🔀 200 · 📥 16 · 📦 240 · 📋 110 - 17% open · ⏱️ 15.12.2020):
```
 git clone https://github.com/ekzhu/datasketch
```
PyPi (📥 210K / month · 📦 86 · ⏱️ 15.12.2020):
```
 pip install datasketch
```

yellowbrick (🥈26 · ⭐ 3K · 📈) - Visual analysis and diagnostic tools to facilitate machine.. Apache-2

GitHub (👨‍💻 95 · 🔀 460 · 📋 590 - 14% open · ⏱️ 01.11.2020):
```
 git clone https://github.com/DistrictDataLabs/yellowbrick
```
PyPi (📥 60K / month · 📦 62 · ⏱️ 09.10.2020):
```
 pip install yellowbrick
```

gpustat (🥉25 · ⭐ 2.1K · 💤) - A simple command-line utility for querying and monitoring GPU status. MIT

GitHub (👨‍💻 10 · 🔀 180 · 📦 520 · 📋 62 - 29% open · ⏱️ 19.05.2020):
```
 git clone https://github.com/wookayin/gpustat
```
PyPi (📥 150K / month · 📦 58 · ⏱️ 22.07.2019):
```
 pip install gpustat
```

sklearn-evaluation (🥉20 · ⭐ 280 · 📈) - scikit-learn model evaluation made easy: plots, tables and.. MIT

GitHub (👨‍💻 5 · 🔀 25 · 📦 25 · 📋 34 - 20% open · ⏱️ 15.12.2020):
```
 git clone https://github.com/edublancas/sklearn-evaluation
```
PyPi (📥 390 / month · 📦 2 · ⏱️ 15.12.2020):
```
 pip install sklearn-evaluation
```

StackImpact (🥉15 · ⭐ 670 · 💀) - DEPRECATED StackImpact Python Profiler - Production-Grade.. BSD-3

GitHub (👨‍💻 1 · 🔀 21 · 📦 5 · ⏱️ 14.05.2019):
```
 git clone https://github.com/stackimpact/stackimpact-python
```
PyPi (📥 360 / month · 📦 1 · ⏱️ 14.05.2019):
```
 pip install stackimpact
```

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Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as less weekly downloads or code activity.

gensim (🥈29 · ⭐ 11K · 📉) - Topic Modelling for Humans. ❗️LGPL-2.1

GitHub (👨‍💻 380 · 🔀 3.8K · 📥 2.6K · 📦 19K · 📋 1.6K - 22% open · ⏱️ 15.11.2020):
```
 git clone https://github.com/RaRe-Technologies/gensim
```
PyPi (📦 4.7K · ⏱️ 15.11.2020):
```
 pip install gensim
```

sentencepiece (🥈27 · ⭐ 4.6K · 📉) - Unsupervised text tokenizer for Neural Network-based text.. Apache-2

GitHub (👨‍💻 46 · 🔀 600 · 📥 8.9K · 📦 5K · 📋 400 - 9% open · ⏱️ 12.12.2020):
```
 git clone https://github.com/google/sentencepiece
```
PyPi (📦 120 · ⏱️ 24.10.2020):
```
 pip install sentencepiece
```

torchtext (🥈25 · ⭐ 2.6K · 📉) - Data loaders and abstractions for text and NLP. BSD-3

GitHub (👨‍💻 98 · 🔀 580 · 📦 3.3K · 📋 570 - 45% open · ⏱️ 17.12.2020):
```
 git clone https://github.com/pytorch/text
```
PyPi (📦 680 · ⏱️ 10.12.2020):
```
 pip install torchtext
```

fuzzywuzzy (🥉23 · ⭐ 7.7K · 💤) - Fuzzy String Matching in Python. ❗️GPL-2.0

GitHub (👨‍💻 67 · 🔀 790 · 📦 7.4K · 📋 180 - 47% open · ⏱️ 13.02.2020):
```
 git clone https://github.com/seatgeek/fuzzywuzzy
```
PyPi (📦 3.2K · ⏱️ 13.02.2020):
```
 pip install fuzzywuzzy
```

TextBlob (🥉23 · ⭐ 7.4K · 📉) - Simple, Pythonic, text processing--Sentiment analysis, part-of-.. MIT

GitHub (👨‍💻 33 · 🔀 950 · 📥 88 · 📦 9.3K · 📋 220 - 31% open · ⏱️ 13.11.2020):
```
 git clone https://github.com/sloria/TextBlob
```
PyPi (📦 2.5K · ⏱️ 24.02.2019):
```
 pip install textblob
```

NuPIC (🥉22 · ⭐ 6.2K · 💀) - Numenta Platform for Intelligent Computing is an.. ❗️AGPL-3.0

GitHub (👨‍💻 120 · 🔀 1.6K · 📦 86 · 📋 1.8K - 25% open · ⏱️ 23.10.2019):
```
 git clone https://github.com/numenta/nupic
```
PyPi (📦 38 · ⏱️ 01.06.2018):
```
 pip install nupic
```

BigDL (🥉22 · ⭐ 3.7K · 📉) - BigDL: Distributed Deep Learning Framework for Apache Spark. Apache-2

GitHub (👨‍💻 71 · 🔀 900 · 📦 19 · 📋 900 - 19% open · ⏱️ 10.12.2020):
```
 git clone https://github.com/intel-analytics/BigDL
```
PyPi (📦 3 · ⏱️ 06.12.2020):
```
 pip install bigdl
```

Maven (⏱️ 05.12.2020):

 <dependency>
 	<groupId>com.intel.analytics.bigdl</groupId>
 	<artifactId>bigdl-SPARK_2.4</artifactId>
 	<version>[VERSION]</version>
 </dependency>

pytorch-summary (🥈20 · ⭐ 2.8K · 📉) - Model summary in PyTorch similar to `model.summary()` in.. MIT

GitHub (👨‍💻 11 · 🔀 330 · 📦 1.6K · 📋 140 - 73% open · ⏱️ 07.08.2020):
```
 git clone https://github.com/sksq96/pytorch-summary
```
PyPi (📦 120 · ⏱️ 26.09.2018):
```
 pip install torchsummary
```

langid (🥉20 · ⭐ 1.7K · 💀) - Stand-alone language identification system. BSD-3

GitHub (👨‍💻 9 · 🔀 260 · 📦 560 · 📋 70 - 35% open · ⏱️ 15.07.2017):
```
 git clone https://github.com/saffsd/langid.py
```
PyPi (📦 250 · ⏱️ 05.04.2016):
```
 pip install langid
```

flashtext (🥉18 · ⭐ 4.6K · 💤) - Extract Keywords from sentence or Replace keywords in sentences. MIT

GitHub (👨‍💻 8 · 🔀 520 · 📦 320 · 📋 96 - 50% open · ⏱️ 03.05.2020):
```
 git clone https://github.com/vi3k6i5/flashtext
```
PyPi (📦 32 · ⏱️ 16.02.2018):
```
 pip install flashtext
```

ml-tooling/best-of-ml-python 2020.12.17 Update: 2020.12.17 on GitHub

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ml-tooling/best-of-ml-python 2020.12.17
Update: 2020.12.17

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