AIF360 by Trusted-AI

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

created at Aug. 22, 2018, 8:47 p.m.

90 +0

2,336 +2

817 +0

PyTorch-BigGraph by facebookresearch

Generate embeddings from large-scale graph-structured data.

created at Oct. 1, 2018, 8:41 p.m.

90 +1

3,354 +0

445 +1

lightfm by lyst

A Python implementation of LightFM, a hybrid recommendation algorithm.

created at July 30, 2015, 8:34 a.m.

88 +0

4,638 +8

679 +1

Metrics by benhamner

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

created at June 12, 2012, 3:52 p.m.

88 +0

1,621 +1

453 +0

emcee by dfm

The Python ensemble sampling toolkit for affine-invariant MCMC

created at Nov. 7, 2011, 4:17 p.m.

87 +0

1,433 +3

430 +0

twitterscraper by taspinar

Scrape Twitter for Tweets

created at June 16, 2016, 6:51 a.m.

87 +0

2,378 +1

581 +1

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

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

causalml by uber

Uplift modeling and causal inference with machine learning algorithms

created at July 9, 2019, 2:08 a.m.

84 +1

4,824 +13

752 +0

prettyplotlib by olgabot

Painlessly create beautiful matplotlib plots.

created at July 18, 2013, 2:39 p.m.

84 +0

1,680 +0

148 +1

flax by google

Flax is a neural network library for JAX that is designed for flexibility.

created at Jan. 10, 2020, 9:48 a.m.

84 +0

5,614 +18

596 +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

acme by deepmind

A library of reinforcement learning components and agents

created at May 1, 2020, 9:18 a.m.

83 +1

3,400 +1

418 +0

agents by tensorflow

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

created at Nov. 17, 2018, 12:29 a.m.

80 +1

2,747 +6

721 +2

keras-contrib by keras-team

Keras community contributions

created at Jan. 25, 2017, 2:26 a.m.

79 +0

1,585 +0

653 -1

Spearmint by HIPS

Spearmint Bayesian optimization codebase

created at Aug. 5, 2014, 6:13 p.m.

79 +0

1,540 -1

328 +0

missingno by ResidentMario

Missing data visualization module for Python.

created at March 27, 2016, 3:18 p.m.

76 +0

3,829 +4

512 +0

model-analysis by tensorflow

Model analysis tools for TensorFlow

created at March 23, 2018, 7:08 p.m.

74 +1

1,243 +1

271 +1

pgmpy by pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

created at Sept. 20, 2013, 8:18 a.m.

74 +0

2,633 +5

692 +0

audio by pytorch

Data manipulation and transformation for audio signal processing, powered by PyTorch

created at May 5, 2017, 12:38 a.m.

73 +0

2,402 +3

634 +0