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.

the-incredible-pytorch

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

2158   12023   12023  

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vis...

1652   11999   11999  

TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inferen...

2233   11945   11945  

allennlp

An open-source NLP research library, built on PyTorch.

2238   11870   11870  

ludwig

Low-code framework for building custom LLMs, neural networks, and othe...

1219   11555   11555  

Ai-Learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基...

2494   11541   11541  

deep_learning_object_detection

A paper list of object detection using deep learning.

2777   11411   11411  

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have off...

1850   11383   11383  

DALLE2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis n...

1095   11303   11303  

turicreate

Turi Create simplifies the development of custom machine learning mode...

1137   11202   11202  

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

2590   10965   10965  

dive-into-machine-learning

Free ways to dive into machine learning with Python and Jupyter Notebo...

1977   10919   10919  

MLAlgorithms

Minimal and clean examples of machine learning algorithms implementati...

1774   10875   10875  

LAVIS

LAVIS - A One-stop Library for Language-Vision Intelligence

1053   10801   10801  

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and...

6935   10724   10724  

txtai

💡 All-in-one open-source embeddings database for semantic search, LLM...

677   10673   10673  

kornia

🐍 Geometric Computer Vision Library for Spatial AI

1041   10651   10651  

PythonPark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数...

1657   10565   10565  

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Li...

2662   10555   10555  

nerfstudio

A collaboration friendly studio for NeRFs

1461   10477   10477  

pix2pix

Image-to-image translation with conditional adversarial nets

1727   10476   10476  

yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

3457   10430   10430  

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation wi...

2631   10417   10417  

text-generation-inference

Large Language Model Text Generation Inference

1220   10386   10386  

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: Tens...

4289   10366   10366  

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related...

2216   10332   10332  

speechbrain

A PyTorch-based Speech Toolkit

1533   10209   10209  

wandb

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

763   10181   10181  

YOLOX

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

2353   9979   9979  

TTS

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

1310   9935   9935  

neural-doodle

Turn your two-bit doodles into fine artworks with deep neural networks...

906   9899   9899  

sonnet

TensorFlow-based neural network library

1304   9869   9869  

fiftyone

Refine high-quality datasets and visual AI models

656   9760   9760  

PySyft

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

2001   9755   9755  

computervision-recipes

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

1189   9746   9746  

petals

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

569   9738   9738  

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

1171   9728   9728  

Time-Series-Library

A Library for Advanced Deep Time Series Models.

1547   9627   9627  

tflearn

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

2402   9620   9620  

techniques

Techniques for deep learning with satellite & aerial imagery

1589   9579   9579  

server

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

1622   9568   9568  

metaflow

Build, Manage and Deploy AI/ML Systems

878   9465   9465  

tensorzero

TensorZero is an open-source stack for industrial-grade LLM applicatio...

622   9430   9430  

pyod

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

1430   9376   9376  

oneflow

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

1008   9361   9361  

FlexLLMGen

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

583   9353   9353  

espnet

End-to-End Speech Processing Toolkit

2310   9346   9346  

attention-is-all-you-need-pytorch

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

2037   9333   9333  

TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

4157   9279   9279  

U-2-Net

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

1582   9277   9277