An open API service indexing awesome lists of open source software.

Deep learning

Deep learning is a subset of machine learning that uses artificial neural networks with multiple layers to automatically learn hierarchical representations from data. It powers modern breakthroughs in computer vision, natural language processing, speech recognition, and generative AI.

https://github.com/unit8co/darts

A python library for user-friendly forecasting and anomaly detection on time series.

anomaly-detection data-science deep-learning forecasting machine-learning python time-series

Last synced: 12 May 2025

https://github.com/onnx/models

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

deep-learning download models onnx pretrained

Last synced: 13 May 2025

https://github.com/tensorflow/tfjs-core

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

deep-learning deep-neural-networks gpu-acceleration javascript machine-learning neural-network typescript webgl

Last synced: 30 Sep 2025

https://github.com/poloclub/cnn-explainer

Learning Convolutional Neural Networks with Interactive Visualization.

deep-learning interactive-visualizations machine-learning visual-learning visualization

Last synced: 13 May 2025

https://github.com/facebookarchive/caffe2

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

ai artificial-intelligence caffe2 deep-learning deep-neural-networks machine-learning ml

Last synced: 28 Sep 2025

https://github.com/optimalscale/lmflow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 14 May 2025

https://github.com/xuebinqin/U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

computer-vision deep-learning image-background-removal image-processing image-segmentation u-2-net u2net

Last synced: 14 Mar 2025

https://github.com/NathanUA/U-2-Net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

computer-vision deep-learning image-background-removal image-processing image-segmentation u-2-net u2net

Last synced: 07 Mar 2025

https://github.com/oneflow-inc/oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

cuda deep-learning deep-neural-networks distributed machine-learning ml neural-network

Last synced: 12 May 2025

https://github.com/alibaba/MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

arm convolution deep-learning deep-neural-networks embedded-devices machine-learning ml mnn vulkan winograd-algorithm

Last synced: 14 Mar 2025

https://github.com/thuml/Time-Series-Library

A Library for Advanced Deep Time Series Models.

deep-learning time-series

Last synced: 26 Mar 2025

https://poloclub.github.io/cnn-explainer/

Learning Convolutional Neural Networks with Interactive Visualization.

deep-learning interactive-visualizations machine-learning visual-learning visualization

Last synced: 23 Mar 2025

https://github.com/evilsocket/pwnagotchi

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

ai bettercap deep-learning deep-neural-network deep-reinforcement-learning handshakes wpa-psk

Last synced: 11 May 2025

https://github.com/lucidrains/imagen-pytorch

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

artificial-intelligence deep-learning imagination-machine text-to-image text-to-video

Last synced: 13 May 2025

https://github.com/ewenwan/mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

cnn deep-learning machine-vision opencv pcl robot slam

Last synced: 14 May 2025

https://github.com/amusi/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、自然语言处理和SLAM等方向)

computer-vision deep-learning interview machine-learning natural-language-processing recommendation-system slam

Last synced: 01 Feb 2026

https://github.com/Ewenwan/MVision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

cnn deep-learning machine-vision opencv pcl robot slam

Last synced: 19 Mar 2025

https://github.com/OptimalScale/LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 28 Mar 2025

https://optimalscale.github.io/LMFlow/

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 25 Sep 2025

https://github.com/skypilot-org/skypilot

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 16+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

cloud-computing cloud-management cost-management cost-optimization data-science deep-learning distributed-training finops gpu hyperparameter-tuning job-queue job-scheduler llm-serving llm-training machine-learning ml-infrastructure ml-platform multicloud spot-instances tpu

Last synced: 02 Apr 2026

https://github.com/netease-youdao/emotivoice

EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

ai deep-learning emotion emotivoice multi-speaker prompt python pytorch speech speech-synthesis style text-to-speech tts

Last synced: 13 May 2025

https://github.com/modelscope/modelscope

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

cv deep-learning machine-learning multi-modal nlp python science speech

Last synced: 01 Apr 2026

https://github.com/lucidrains/palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

artificial-intelligence attention-mechanisms deep-learning human-feedback reinforcement-learning transformers

Last synced: 14 May 2025

https://github.com/stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

artificial-intelligence corenlp deep-learning machine-learning named-entity-recognition natural-language-processing nlp python pytorch universal-dependencies

Last synced: 15 May 2026

https://github.com/deeplearning-ai/machine-learning-yearning-cn

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

book deep-learning machine-learning

Last synced: 12 Jan 2026

https://deeplearning-ai.github.io/machine-learning-yearning-cn/

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

book deep-learning machine-learning

Last synced: 28 Mar 2025

https://github.com/mrdbourke/machine-learning-roadmap

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

data data-science deep-learning machine-learning

Last synced: 26 Jan 2026

https://github.com/lucidrains/PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

artificial-intelligence attention-mechanisms deep-learning human-feedback reinforcement-learning transformers

Last synced: 29 Mar 2025

https://github.com/bentoml/bentoml

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

ai-inference deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python

Last synced: 06 Mar 2026

https://github.com/roboflow/notebooks

This repository offers a comprehensive collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.

automatic-labeling-system computer-vision deep-learning deep-neural-networks google-colab image-classification image-segmentation machine-learning object-detection open-vocabulary-detection open-vocabulary-segmentation paligemma pytorch qwen tutorial vlm yolov5 yolov8 zero-shot-classification zero-shot-detection

Last synced: 12 May 2025

https://github.com/ahmedbahaaeldin/from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

books calculus deep-learning lectures linear-algebra machine-learning probability

Last synced: 26 Mar 2025

https://github.com/amusi/awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

computer-vision deep-learning detection object-detection object-localisation

Last synced: 18 Feb 2026

https://github.com/Oneflow-Inc/oneflow

OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient.

cuda deep-learning deep-neural-networks distributed machine-learning ml neural-network

Last synced: 20 Mar 2025

https://github.com/Kulbear/deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

coursera deep-learning

Last synced: 19 Jul 2025

https://github.com/ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

books calculus deep-learning lectures linear-algebra machine-learning probability

Last synced: 16 Apr 2025

https://github.com/nvidia/cutlass

CUDA Templates for Linear Algebra Subroutines

cpp cuda deep-learning deep-learning-library gpu nvidia

Last synced: 13 May 2025

https://github.com/h2oai/h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

automl big-data data-science deep-learning distributed ensemble-learning gbm gpu h2o h2o-automl hadoop java machine-learning naive-bayes opensource pca python r random-forest spark

Last synced: 24 Dec 2025

https://github.com/netease-youdao/EmotiVoice

EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

ai deep-learning emotion emotivoice multi-speaker prompt python pytorch speech speech-synthesis style text-to-speech tts

Last synced: 24 Mar 2025

https://github.com/jaywalnut310/vits

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

deep-learning pytorch speech-synthesis text-to-speech tts

Last synced: 14 May 2025

https://github.com/1adrianb/face-alignment

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

deep-learning face-alignment face-detection face-detector python pytorch

Last synced: 12 May 2025

https://github.com/google-deepmind/lab

A customisable 3D platform for agent-based AI research

artificial-intelligence deep-learning machine-learning neural-networks

Last synced: 14 May 2025

https://github.com/lucidrains/denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

artificial-intelligence deep-learning generative-model score-matching

Last synced: 23 Apr 2025

https://github.com/rasbt/python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

data-science deep-learning machine-learning python scikit-learn tensorflow

Last synced: 14 May 2025

https://github.com/open-mmlab/mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

aigc computer-vision deep-learning diffusion diffusion-models generative-adversarial-network generative-ai image-editing image-generation image-processing image-synthesis inpainting matting pytorch super-resolution text2image video-frame-interpolation video-interpolation video-super-resolution

Last synced: 13 Dec 2025

https://github.com/bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and much more!

ai-inference deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python

Last synced: 12 Mar 2025

https://github.com/paddlepaddle/paddle-lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎)

arm baidu deep-learning embedded fpga mali mdl mobile mobile-deep-learning neural-network

Last synced: 12 May 2025

https://github.com/NVIDIA/cutlass

CUDA Templates for Linear Algebra Subroutines

cpp cuda deep-learning deep-learning-library gpu nvidia

Last synced: 14 Mar 2025

https://github.com/PaddlePaddle/Paddle-Lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎)

arm baidu deep-learning embedded fpga mali mdl mobile mobile-deep-learning neural-network

Last synced: 20 Mar 2025

https://github.com/vwxyzjn/cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

a2c actor-critic advantage-actor-critic ale atari deep-learning deep-reinforcement-learning gym machine-learning phasic-policy-gradient ppo proximal-policy-optimization python pytorch reinforcement-learning wandb

Last synced: 14 May 2025

https://github.com/opennmt/opennmt-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

deep-learning language-model llms machine-translation neural-machine-translation pytorch

Last synced: 08 Oct 2025

https://github.com/PaddlePaddle/models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

computer-vision cv deep-learning models natural-language-processing neural-network nlp paddlepaddle recommendation speech

Last synced: 20 Mar 2025

https://github.com/paddlepaddle/models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

computer-vision cv deep-learning models natural-language-processing neural-network nlp paddlepaddle recommendation speech

Last synced: 13 May 2025

https://github.com/MingchaoZhu/DeepLearning

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

bayesian deep-learning ensemble-learning machine-learning python regularization xgboost

Last synced: 18 Apr 2025

https://github.com/mingchaozhu/deeplearning

Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

bayesian deep-learning ensemble-learning machine-learning python regularization xgboost

Last synced: 12 Apr 2025

https://github.com/SerpentAI/SerpentAI

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

artificial-intelligence computer-vision deep-learning framework machine-learning python video-games

Last synced: 26 Mar 2025

https://github.com/atcold/nyu-dlsp20

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 29 May 2026

https://github.com/serpentai/serpentai

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

artificial-intelligence computer-vision deep-learning framework machine-learning python video-games

Last synced: 28 Sep 2025

https://github.com/yenchenlin/deeplearningflappybird

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

deep-learning deep-reinforcement-learning game

Last synced: 15 May 2025

https://github.com/yenchenlin/DeepLearningFlappyBird

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

deep-learning deep-reinforcement-learning game

Last synced: 22 Apr 2025

https://github.com/Atcold/NYU-DLSP20

NYU Deep Learning Spring 2020

deep-learning jupyter-notebook neural-nets pytorch

Last synced: 15 Mar 2025

https://github.com/clearml/clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution

ai clearml control deep-learning deeplearning devops experiment experiment-manager k8s machine-learning machinelearning mlops trains trainsai version version-control

Last synced: 02 Apr 2026

https://github.com/zhangqianhui/AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

adversarial-networks deep-learning gan image-translation

Last synced: 20 Mar 2025

https://github.com/OpenNMT/OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

deep-learning language-model llms machine-translation neural-machine-translation pytorch

Last synced: 30 Mar 2025

https://github.com/ml5js/ml5-library

Friendly machine learning for the web! 🤖

deep-learning imagenet javascript lstm machine-learning neural-network p5js p5xjs

Last synced: 24 Dec 2025

https://github.com/flashlight/wav2letter

Facebook AI Research's Automatic Speech Recognition Toolkit

cpp deep-learning end-to-end speech-recognition wav2letter

Last synced: 14 May 2025

https://github.com/dragen1860/tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

artificial-intelligence computer-vision deep-learning machine-learning neural-network nlp tensorflow tensorflow-2 tensorflow-examples tensorflow-tutorials

Last synced: 14 May 2025

https://github.com/dragen1860/TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

artificial-intelligence computer-vision deep-learning machine-learning neural-network nlp tensorflow tensorflow-2 tensorflow-examples tensorflow-tutorials

Last synced: 18 Mar 2025

https://github.com/tensorpack/tensorpack

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

deep-learning machine-learning neural-networks reinforcement-learning tensorflow

Last synced: 13 May 2025

https://github.com/tensorflow/serving

A flexible, high-performance serving system for machine learning models

cpp deep-learning deep-neural-networks machine-learning ml neural-network python serving tensorflow

Last synced: 12 May 2025

https://github.com/hironsan/bosssensor

Hide screen when boss is approaching.

cnn computer-vision deep-learning machine-learning opencv

Last synced: 13 Apr 2025

https://github.com/Hironsan/BossSensor

Hide screen when boss is approaching.

cnn computer-vision deep-learning machine-learning opencv

Last synced: 30 Mar 2025

Deep learning Awesome Lists
awesome-datascience 940 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 543 awesome-nlp 683 Machine-Learning-Tutorials 484 Awesome-pytorch-list 707 awesome-artificial-intelligence 90 awesome-project-ideas 57 awesome-multimodal-ml 480 awesome-self-supervised-learning 463 Awesome-Prompt-Engineering 455 awesome-ai-in-finance 198 learn-ai-engineering 114 Awesome-Geospatial 1,521 Awesome-Transformer-Attention 2,160 Awesome-AIGC-Tutorials 140 awesome-RLHF 380 Awesome-ChatGPT 102 awesome-knowledge-distillation 197 Awesome-Quant-Machine-Learning-Trading 125 Awesome-Text2SQL 281 awesome-industrial-anomaly-detection 1,098 awesome-python-data-science 382 awesome-hand-pose-estimation 497 awesome-ml-courses 40 awesome-image-classification 220 awesome-deeplearning-resources 120 awesome-deep-learning-music 248 awesome-anomaly-detection 138 Awesome-Deblurring 444 awesome-tensor-compilers 165 awesome-deep-text-detection-recognition 145 Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising 512 awesome-human-pose-estimation 89 Awesome-Model-Quantization 737 awesome-autonomous-vehicles 296 Awesome-AutoDL 176 Awesome-Graph-Neural-Networks 153 Awesome-Rust-MachineLearning 48 awesome-remote-sensing-change-detection 245 awesome-jax 218 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 Awesome-World-Model 715 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559