LightGBM by Microsoft

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

created at Aug. 5, 2016, 5:45 a.m.

437 +0

16,073 +18

3,771 +2

numpy-ml by ddbourgin

Machine learning, in numpy

created at April 6, 2019, 10:29 p.m.

453 +0

14,562 +6

3,648 -1

pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

created at Oct. 6, 2017, 4:03 p.m.

254 +0

20,166 +34

3,529 +1

pytorch-lightning by PyTorchLightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

created at March 31, 2019, 12:45 a.m.

246 -1

26,976 +72

3,254 +4

recommenders by recommenders-team

Best Practices on Recommendation Systems

created at Sept. 19, 2018, 10:06 a.m.

271 +1

18,012 +32

2,992 +2

statsmodels by statsmodels

Statsmodels: statistical modeling and econometrics in Python

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

280 -1

9,566 +13

2,823 -1

streamlit by streamlit

Streamlit — A faster way to build and share data apps.

created at Aug. 24, 2019, 12:14 a.m.

312 +0

31,851 +154

2,791 +9

mindsdb by mindsdb

The platform for customizing AI from enterprise data

created at Aug. 2, 2018, 5:56 p.m.

379 +0

21,348 +53

2,699 +6

CoreNLP by stanfordnlp

CoreNLP: A Java suite of core NLP tools for tokenization, sentence segmentation, NER, parsing, coreference, sentiment analysis, etc.

created at June 27, 2013, 9:13 p.m.

490 +0

9,471 +6

2,697 +3

netron by lutzroeder

Visualizer for neural network, deep learning and machine learning models

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

295 +0

26,176 +61

2,668 +1

milvus by milvus-io

A cloud-native vector database, storage for next generation AI applications

created at Sept. 16, 2019, 6:43 a.m.

274 +0

26,997 +92

2,605 +15

jax by google

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

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

323 +2

28,043 +75

2,567 +6

scikit-learn-videos by justmarkham

Jupyter notebooks from the scikit-learn video series

created at April 6, 2015, 2:08 a.m.

349 +0

3,624 +1

2,539 -1

Theano by Theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as PyTensor: www.github.com/pymc-devs/pytensor

created at Aug. 10, 2011, 3:48 a.m.

541 +0

9,851 -1

2,486 -1

tflearn by tflearn

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

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

457 +0

9,605 +0

2,412 -1

pandas-cookbook by jvns

Recipes for using Python's pandas library

created at Dec. 21, 2013, 5:14 p.m.

309 +0

6,493 +5

2,298 +3

ML_for_Hackers by johnmyleswhite

Code accompanying the book "Machine Learning for Hackers"

created at Feb. 10, 2012, 3 a.m.

477 +0

3,658 +0

2,216 +0

scikit-image by scikit-image

Image processing in Python

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

186 +0

5,880 +8

2,191 +1

PRMLT by PRML

Matlab code of machine learning algorithms in book PRML

created at Sept. 10, 2012, 8:19 a.m.

405 +0

5,977 +4

2,162 +1

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.

154 -1

29,072 +192

2,150 +20