shap by shap

A game theoretic approach to explain the output of any machine learning model.

created at Nov. 22, 2016, 7:17 p.m.

245 +1

22,880 +52

3,290 +0

dgl by dmlc

Python package built to ease deep learning on graph, on top of existing DL frameworks.

created at April 20, 2018, 2:49 p.m.

175 +0

13,549 +17

3,015 +0

nltk by nltk

NLTK Source

created at Sept. 7, 2009, 10:53 a.m.

463 +0

13,626 +24

2,886 -2

statsmodels by statsmodels

Statsmodels: statistical modeling and econometrics in Python

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

283 +0

10,150 +26

2,885 +5

pyecharts by pyecharts

🎨 Python Echarts Plotting Library

created at June 22, 2017, 2:50 a.m.

380 +1

14,906 +10

2,852 -2

jax by jax-ml

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

created at Oct. 25, 2018, 9:25 p.m.

337 +3

30,510 +74

2,802 +7

netron by lutzroeder

Visualizer for neural network, deep learning and machine learning models

created at Dec. 26, 2010, 12:53 p.m.

302 +1

28,151 +65

2,793 +12

gradio by gradio-app

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

created at Dec. 19, 2018, 8:24 a.m.

177 +1

33,986 +187

2,579 +15

imgaug by aleju

Image augmentation for machine learning experiments.

created at July 10, 2015, 8:31 p.m.

229 +0

14,417 +14

2,444 +0

tflearn by tflearn

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

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

456 +0

9,619 +1

2,409 +0

qiskit by Qiskit

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.

created at March 3, 2017, 5:02 p.m.

219 +1

5,261 +20

2,369 +7

horovod by horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

created at Aug. 9, 2017, 7:39 p.m.

335 +0

14,260 +10

2,240 -1

scikit-image by scikit-image

Image processing in Python

created at July 7, 2011, 10:07 p.m.

186 +0

6,091 +9

2,235 +4

flair by flairNLP

A very simple framework for state-of-the-art Natural Language Processing (NLP)

created at June 11, 2018, 11:04 a.m.

204 +0

13,940 +9

2,104 +0

pymc by pymc-devs

Bayesian Modeling and Probabilistic Programming in Python

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

226 +1

8,720 +6

2,015 +4

polars by pola-rs

Dataframes powered by a multithreaded, vectorized query engine, written in Rust

created at May 13, 2020, 7:45 p.m.

167 +1

30,385 +133

1,966 +13

seaborn by mwaskom

Statistical data visualization in Python

created at June 18, 2012, 6:41 p.m.

264 +0

12,572 +19

1,926 +5

tensorpack by tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

created at Dec. 25, 2015, 11:08 p.m.

196 +0

6,303 +2

1,811 +0

lime by marcotcr

Lime: Explaining the predictions of any machine learning classifier

created at March 15, 2016, 10:18 p.m.

261 +0

11,615 +14

1,810 +3

pycaret by pycaret

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

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

136 +1

8,955 +26

1,774 +3