Most popular deep-learning repositories and open source projects

Deep learning is an AI function and subset of machine learning, used for processing large amounts of complex data.

sonnet

TensorFlow-based neural network library

1301   9835   9835  

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects,...

1909   9739   9739  

wandb

The AI developer platform. Use Weights & Biases to train and fine-tune...

725   9705   9705  

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

1189   9652   9652  

tflearn

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

2407   9621   9621  

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to...

550   9540   9540  

pix2pix

Image-to-image translation with conditional adversarial nets

1663   9418   9418  

fiftyone

Refine high-quality datasets and visual AI models

612   9338   9338  

FlexLLMGen

Running large language models on a single GPU for throughput-oriented...

569   9295   9295  

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

4172   9280   9280  

autokeras

AutoML library for deep learning

1407   9218   9218  

techniques

Techniques for deep learning with satellite & aerial imagery

1554   9197   9197  

cvat

Annotate better with CVAT, the industry-leading data engine for machin...

2346   9046   9046  

server

The Triton Inference Server provides an optimized cloud and edge infer...

1555   9019   9019  

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classi...

1400   8992   8992  

U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^...

1546   8987   8987  

Keras-GAN

Keras implementations of Generative Adversarial Networks.

3165   8977   8977  

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

1097   8936   8936  

RobustVideoMatting

Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, Core...

1157   8855   8855  

PySyft

Perform data science on data that remains in someone else's server

1931   8847   8847  

pyro

Deep universal probabilistic programming with Python and PyTorch

985   8712   8712  

metaflow

Build, Manage and Deploy AI/ML Systems

824   8694   8694  

cog

Containers for machine learning

607   8631   8631  

autogluon

Fast and Accurate ML in 3 Lines of Code

987   8626   8626  

EffectiveTensorflow

TensorFlow tutorials and best practices.

903   8619   8619  

machine_learning_examples

A collection of machine learning examples and tutorials.

6385   8560   8560  

deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with L...

657   8511   8511  

tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation fo...

950   8482   8482  

darts

A python library for user-friendly forecasting and anomaly detection o...

921   8474   8474  

models

A collection of pre-trained, state-of-the-art models in the ONNX forma...

1449   8447   8447  

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework...

1936   8419   8419  

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

1264   8381   8381  

optimate

A collection of libraries to optimise AI model performances

637   8375   8375  

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Pro...

1254   8231   8231  

jetson-inference

Hello AI World guide to deploying deep-learning inference networks and...

3032   8209   8209  

imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Py...

777   8200   8200  

trax

Trax — Deep Learning with Clear Code and Speed

823   8183   8183  

Deep-Learning-Interview-Book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理...

1351   8094   8094  

YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with...

1935   7995   7995  

machine-learning-yearning-cn

Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著

1518   7781   7781  

oneflow

OneFlow is a deep learning framework designed to be user-friendly, sca...

847   7769   7769  

PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on...

679   7765   7765  

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All...

1810   7656   7656  

modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

784   7655   7655  

machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine le...

1171   7641   7641  

TTS

:robot: :speech_balloon: Deep learning for Text to Speech (Discussion...

1110   7634   7634  

skypilot

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds...

604   7609   7609  

BentoML

The easiest way to serve AI apps and models - Build Model Inference AP...

832   7572   7572  

From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want...

1061   7513   7513  

stanza

Stanford NLP Python library for tokenization, sentence segmentation, N...

900   7419   7419