transformers by huggingface

πŸ€— Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

created at Oct. 29, 2018, 1:56 p.m.

Python

1,100 +0

127,309 +322

25,230 +90

GitHub
pytorch by pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

created at Aug. 13, 2016, 5:26 a.m.

Python

1,719 -1

79,272 +230

21,359 +62

GitHub
keras by keras-team

Deep Learning for humans

created at March 28, 2015, 12:35 a.m.

Python

1,910 +1

61,156 +50

19,353 -1

GitHub
face_recognition by ageitgey

The world's simplest facial recognition api for Python and the command line

created at March 3, 2017, 9:52 p.m.

Python

1,566 +2

52,145 +66

13,336 +11

GitHub
ColossalAI by hpcaitech

Making large AI models cheaper, faster and more accessible

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

Python

381 +2

38,144 +30

4,271 +2

GitHub
gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

created at April 27, 2016, 2:59 p.m.

Python

1,062 -1

34,052 +28

8,572 +2

GitHub
streamlit by streamlit

Streamlit β€” A faster way to build and share data apps.

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

Python

316 +1

32,668 +162

2,848 +19

GitHub
jieba by fxsjy

η»“ε·΄δΈ­ζ–‡εˆ†θ―

created at Sept. 29, 2012, 7:52 a.m.

Python

1,284 +0

32,630 +38

6,710 +1

GitHub
ray by ray-project

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

created at Oct. 25, 2016, 7:38 p.m.

Python

473 +2

31,647 +76

5,366 +29

GitHub
pytorch-image-models by huggingface

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

created at Feb. 2, 2019, 5:51 a.m.

Python

310 +0

30,328 +81

4,608 +4

GitHub
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.

Python

161 +1

30,124 +284

2,239 +20

GitHub
detectron2 by facebookresearch

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

created at Sept. 5, 2019, 9:30 p.m.

Python

384 +1

29,108 +62

7,295 +6

GitHub
spaCy by explosion

πŸ’« Industrial-strength Natural Language Processing (NLP) in Python

created at July 3, 2014, 3:15 p.m.

Python

557 +0

29,030 +56

4,311 +10

GitHub
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.

Python

325 +1

28,710 +322

2,614 +13

GitHub
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.

Python

246 +1

27,234 +50

3,268 +3

GitHub
data-science-ipython-notebooks by donnemartin

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

created at Jan. 23, 2015, 7:38 p.m.

Python

1,618 +0

26,593 +25

7,745 +3

GitHub
Detectron by facebookresearch

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

created at Oct. 5, 2017, 5:32 p.m.

Python

943 +0

26,178 +13

5,450 -2

GitHub
ML-From-Scratch by eriklindernoren

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

created at Feb. 5, 2017, 12:11 p.m.

Python

940 +1

23,462 +35

4,534 +1

GitHub
mindsdb by mindsdb

The platform for customizing AI from enterprise data

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

Python

381 +0

21,792 +63

2,904 +27

GitHub
dash by plotly

Data Apps & Dashboards for Python. No JavaScript Required.

created at April 10, 2015, 1:53 a.m.

Python

419 -1

20,712 +35

2,003 +2

GitHub