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.

539 +0

9,904 +3

2,488 +2

scikit-learn-videos by justmarkham

Jupyter notebooks from the scikit-learn video series

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

348 +0

3,674 +0

2,542 +0

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

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.

489 -1

9,702 +9

2,703 +0

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

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

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

milvus by milvus-io

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

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

285 +1

30,698 +335

2,926 +14

streamlit by streamlit

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

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

321 +1

35,730 +132

3,096 +11

recommenders by recommenders-team

Best Practices on Recommendation Systems

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

275 +0

19,279 +48

3,108 +7

pytorch-lightning by PyTorchLightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

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

250 +1

28,392 +45

3,384 +1

pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

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

252 +0

21,387 +49

3,670 +12

numpy-ml by ddbourgin

Machine learning, in numpy

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

457 +1

15,467 +92

3,721 +6

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.

434 +0

16,698 +19

3,834 +1

deeplearning4j by deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...

created at Nov. 27, 2013, 2:03 a.m.

766 +0

13,681 +10

3,836 +2

homemade-machine-learning by trekhleb

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

created at Nov. 1, 2018, 4:34 a.m.

938 -1

23,118 +21

4,070 +7

bokeh by bokeh

Interactive Data Visualization in the browser, from Python

created at March 26, 2012, 3:40 p.m.

438 +1

19,371 +16

4,190 +3

CNTK by Microsoft

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

created at Nov. 26, 2015, 9:52 a.m.

1,250 +0

17,525 +5

4,282 -1

ColossalAI by hpcaitech

Making large AI models cheaper, faster and more accessible

created at Oct. 28, 2021, 4:19 p.m.

385 +1

38,804 +24

4,345 +4

gensim by piskvorky

Topic Modelling for Humans

created at Feb. 10, 2011, 7:43 a.m.

430 +0

15,683 +24

4,380 +4