sonnet by deepmind

TensorFlow-based neural network library

created at April 3, 2017, 11:34 a.m.

421 +1

9,705 +7

1,285 +1

statsmodels by statsmodels

Statsmodels: statistical modeling and econometrics in Python

created at June 12, 2011, 5:04 p.m.

281 +1

9,644 +24

2,834 +8

tflearn by tflearn

Deep learning library featuring a higher-level API for TensorFlow.

created at March 31, 2016, 12:05 p.m.

457 +0

9,613 +2

2,412 -1

great_expectations by great-expectations

Always know what to expect from your data.

created at Sept. 11, 2017, 12:18 a.m.

83 +1

9,568 +15

1,487 +1

tpot by EpistasisLab

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

created at Nov. 3, 2015, 9:08 p.m.

287 +0

9,543 +8

1,547 -1

modin by modin-project

Modin: Scale your Pandas workflows by changing a single line of code

created at June 21, 2018, 9:35 p.m.

115 +0

9,530 +15

646 +3

autokeras by keras-team

AutoML library for deep learning

created at Nov. 19, 2017, 11:18 p.m.

302 +0

9,087 +3

1,399 +0

LAVIS by salesforce

LAVIS - A One-stop Library for Language-Vision Intelligence

created at Aug. 24, 2022, 2:36 a.m.

95 +1

8,982 +44

890 +3

cleanlab by cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

created at May 11, 2018, 1:55 a.m.

85 +0

8,884 +21

684 +0

pattern by clips

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

created at May 3, 2011, 3:29 p.m.

545 +0

8,691 +4

1,575 +1

pycaret by pycaret

An open-source, low-code machine learning library in Python

created at Nov. 23, 2019, 6:40 p.m.

131 +0

8,559 +19

1,730 +2

pytorch3d by facebookresearch

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

created at Oct. 25, 2019, 2:23 a.m.

149 +1

8,402 +18

1,268 +4

pyro by pyro-ppl

Deep universal probabilistic programming with Python and PyTorch

created at June 16, 2017, 5:03 a.m.

201 +0

8,400 +5

986 +3

pymc by pymc-devs

Bayesian Modeling and Probabilistic Programming in Python

created at Feb. 20, 2015, 5:12 p.m.

225 +0

8,232 +10

1,937 +4

vaex by vaexio

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

created at Sept. 27, 2014, 9:44 a.m.

143 +0

8,190 -1

590 +0

tsfresh by blue-yonder

Automatic extraction of relevant features from time series:

created at Oct. 26, 2016, 11:29 a.m.

168 +0

8,150 +9

1,203 +1

stable-baselines3 by DLR-RM

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

created at May 5, 2020, 5:52 a.m.

61 +0

8,146 +34

1,577 +3

cupy by cupy

NumPy & SciPy for GPU

created at Nov. 1, 2016, 9:54 a.m.

127 +0

7,867 +14

776 -2

tensorboardX by lanpa

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

created at June 13, 2017, 1:54 p.m.

86 +0

7,814 +2

862 -2

catboost by catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

created at July 18, 2017, 5:29 a.m.

192 +0

7,814 +12

1,160 +3