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.

AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

1978   6438   6438  

cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

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DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

2047   6417   6417  

deeplake

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

485   6396   6396  

face-alignment

:fire: 2D and 3D Face alignment library build using pytorch

1292   6378   6378  

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN,...

2229   6375   6375  

deepo

Setup and customize deep learning environment in seconds.

775   6324   6324  

pytorch-Deep-Learning

Deep Learning (with PyTorch)

2150   6323   6323  

wandb

🔥 A tool for visualizing and tracking your machine learning experimen...

504   6297   6297  

machine-learning-roadmap

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

1041   6295   6295  

wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit

1030   6262   6262  

tensorpack

A Neural Net Training Interface on TensorFlow, with focus on speed + f...

1853   6259   6259  

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

3161   6259   6259  

espnet

End-to-End Speech Processing Toolkit

1865   6241   6241  

serving

A flexible, high-performance serving system for machine learning model...

2196   6237   6237  

jetson-inference

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

2736   6231   6231  

nlp-recipes

Natural Language Processing Best Practices & Examples

898   6159   6159  

BossSensor

Hide screen when boss is approaching.

1107   6149   6149  

Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecastin...

2356   6135   6135  

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

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

836   6132   6132  

pix2pixHD

Synthesizing and manipulating 2048x1024 images with conditional GANs

1326   6099   6099  

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tu...

2104   6097   6097  

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understandi...

1181   6059   6059  

darts

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

688   6051   6051  

Swift-AI

The Swift machine learning library.

556   6039   6039  

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

2172   5949   5949  

chainer

A flexible framework of neural networks for deep learning

1367   5910   5910  

tiny-dnn

header only, dependency-free deep learning framework in C++14

1385   5891   5891  

gluon-cv

Gluon CV Toolkit

1211   5868   5868  

vosk-api

Offline speech recognition API for Android, iOS, Raspberry Pi and serv...

905   5833   5833  

docs

TensorFlow documentation

5233   5810   5810  

ai-deadlines

:alarm_clock: AI conference deadline countdowns

1001   5782   5782  

learning

A log of things I'm learning

803   5767   5767  

smile

Statistical Machine Intelligence & Learning Engine

1118   5764   5764  

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

1250   5654   5654  

gorgonia

Gorgonia is a library that helps facilitate machine learning in Go.

439   5654   5654  

models

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

1181   5650   5650  

pwnagotchi

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi...

870   5615   5615  

DALLE-pytorch

Implementation / replication of DALL-E, OpenAI's Text to Image Transfo...

640   5599   5599  

ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

740   5519   5519  

speechbrain

A PyTorch-based Speech Toolkit

1031   5509   5509  

flower

Flower: A Friendly Federated AI Framework

945   5507   5507  

TopDeepLearning

A list of popular github projects related to deep learning

1185   5496   5496  

autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

712   5492   5492  

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

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tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with Tensor...

2687   5471   5471  

daily-paper-computer-vision

记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文

1259   5462   5462  

seq2seq-couplet

Play couplet with seq2seq model. 用深度学习对对联。

1080   5450   5450  

AI-Job-Notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

652   5441   5441  

Practical_RL

A course in reinforcement learning in the wild

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