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/sherlockchou86/VideoPipe

A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化(视频分析)框架,觉得有帮助的请给个星星 : )

ai behaviour-analysis cv deep-learning deepstream face-recognition feature-extraction gstreamer image-classification image-enhancement image-segmentation license-plate-recognition object-detection opencv reid similarity-search video-analysis video-processing

Last synced: 18 Mar 2025

https://atcold.github.io/NYU-DLSP21/

NYU Deep Learning Spring 2021

deep-learning ebm nyu yann-le-cunn

Last synced: 04 May 2025

https://github.com/DT42/BerryNet

Deep learning gateway on Raspberry Pi and other edge devices

aiot deep-learning edge-ai edge-computing edge-devices iot mqtt openvino raspberry-pi tensorflow tensorrt

Last synced: 26 Apr 2025

https://github.com/patrick-kidger/diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

deep-learning differential-equations dynamical-systems equinox jax machine-learning neural-differential-equations neural-networks

Last synced: 17 Nov 2025

https://github.com/eloialonso/diamond

DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.

artificial-intelligence atari deep-learning diffusion-models machine-learning reinforcement-learning research world-models

Last synced: 26 Feb 2025

https://github.com/lucidrains/alphafold2

To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released

artificial-intelligence attention-mechanism deep-learning protein-folding

Last synced: 14 May 2025

https://github.com/Fyusion/LLFF

Code release for Local Light Field Fusion at SIGGRAPH 2019

deep-learning light-field rendering view-synthesis

Last synced: 14 Apr 2025

https://github.com/fyusion/llff

Code release for Local Light Field Fusion at SIGGRAPH 2019

deep-learning light-field rendering view-synthesis

Last synced: 15 May 2025

https://github.com/yassouali/pytorch-segmentation

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.

computer-vision deep-learning semantic-segmentation

Last synced: 15 May 2025

https://github.com/fangwei123456/spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

deep-learning dvs machine-learning pytorch snn spiking-neural-networks

Last synced: 13 May 2025

https://github.com/wethinkin/aigc-interview-book

【三年面试五年模拟】AIGC算法工程师面试秘籍。涵盖AIGC、传统深度学习、自动驾驶、机器学习、计算机视觉、自然语言处理、强化学习、具身智能、元宇宙、AGI等AI行业面试笔试经验与干货知识。

aigc computer-vision deep-learning interview interview-preparation interview-questions interviews-solutions large-language-models machine-learning natural-language-processing stable-diffusion transformer

Last synced: 14 May 2025

https://github.com/Delta-ML/delta

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

asr custom-ops deep-learning emotion-recognition front-end inference nlp nlu ops seq2seq sequence-to-sequence serving speaker-verification speech speech-recognition tensorflow tensorflow-lite tensorflow-serving text-classification text-generation

Last synced: 07 Apr 2025

https://github.com/Coder-Yu/QRec

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

algorithm deep-learning recommender-system social-recommendation tensorflow

Last synced: 29 Apr 2025

https://github.com/tum-pbs/phiflow

A differentiable PDE solving framework for machine learning

deep-learning differentiable-simulations fluid-simulations neural-networks pde-solver

Last synced: 14 May 2025

https://github.com/Kaixhin/Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

deep-learning deep-reinforcement-learning

Last synced: 24 Apr 2025

https://github.com/GaParmar/img2img-turbo

One-step image-to-image with Stable Diffusion turbo: sketch2image, day2night, and more

computer-vision deep-learning generative-adversarial-network generative-art stable-diffusion

Last synced: 28 Mar 2025

https://github.com/maxpumperla/elephas

Distributed Deep learning with Keras & Spark

deep-learning distributed-computing keras neural-networks spark

Last synced: 09 Oct 2025

https://github.com/Atcold/NYU-DLSP21

NYU Deep Learning Spring 2021

deep-learning ebm nyu yann-le-cunn

Last synced: 03 Apr 2025

https://github.com/wy1iu/sphereface

Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.

angular-softmax caffe cvpr-2017 deep-learning face-detection face-recognition sphereface

Last synced: 10 May 2025

https://github.com/vitae-transformer/vitpose

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

deep-learning distillation mae pose-estimation pytorch self-supervised-learning vision-transformer

Last synced: 08 Apr 2025

https://github.com/lyuchenyang/macaw-llm

Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration

deep-learning language-model machine-learning multi-modal-learning natural-language-processing neural-networks

Last synced: 14 May 2025

https://github.com/lufficc/ssd

High quality, fast, modular reference implementation of SSD in PyTorch

computer-vision deep-learning object-detection pytorch ssd

Last synced: 15 May 2025

https://github.com/mbadry1/cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

cs231n deep-learning neural-network notes

Last synced: 16 May 2025

https://github.com/lyuchenyang/Macaw-LLM

Macaw-LLM: Multi-Modal Language Modeling with Image, Video, Audio, and Text Integration

deep-learning language-model machine-learning multi-modal-learning natural-language-processing neural-networks

Last synced: 11 Apr 2025

https://github.com/kwuking/timemixer

[ICLR 2024] Official implementation of "TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting"

deep-learning machine-learning time-series time-series-analysis time-series-forecasting

Last synced: 16 May 2025

https://github.com/natanielruiz/deep-head-pose

:fire::fire: Deep Learning Head Pose Estimation using PyTorch.

deep-learning deep-neural-networks face-pose gaze gaze-estimation head head-pose head-pose-estimation

Last synced: 09 Jul 2025

https://github.com/lufficc/SSD

High quality, fast, modular reference implementation of SSD in PyTorch

computer-vision deep-learning object-detection pytorch ssd

Last synced: 20 Mar 2025

https://github.com/bfelbo/deepmoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

ai deep-learning keras machine-learning natural-language-processing neural-networks nlp python sentiment-analysis tensorflow text-classification

Last synced: 15 May 2025

https://github.com/ssbuild/chatglm_finetuning

chatglm 6b finetuning and alpaca finetuning

adalora chatglm deep-learning freeze ia3 lora p-tuning-v2 pytorch qlora sft

Last synced: 14 May 2025

https://github.com/osciiart/deepaa

make ASCII Art by Deep Learning

ascii-art deep-learning keras python tensorflow

Last synced: 16 May 2025

https://github.com/bfelbo/DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

ai deep-learning keras machine-learning natural-language-processing neural-networks nlp python sentiment-analysis tensorflow text-classification

Last synced: 26 Apr 2025

https://github.com/OsciiArt/DeepAA

make ASCII Art by Deep Learning

ascii-art deep-learning keras python tensorflow

Last synced: 30 Mar 2025

https://github.com/tensorflow/model-optimization

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

compression deep-learning keras machine-learning ml model-compression optimization pruning quantization quantized-networks quantized-neural-networks quantized-training sparsity tensorflow

Last synced: 12 May 2025

https://github.com/gpleiss/efficient_densenet_pytorch

A memory-efficient implementation of DenseNets

deep-learning densenet pytorch

Last synced: 15 May 2025

https://github.com/lucidrains/lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

artificial-intelligence attention attention-mechanism computer-vision deep-learning

Last synced: 15 May 2025

https://github.com/sniklaus/3d-ken-burns

an implementation of 3D Ken Burns Effect from a Single Image using PyTorch

cuda cupy deep-learning python pytorch

Last synced: 14 May 2025

https://github.com/v2ai/det3d

World's first general purpose 3D object detection codebse.

3d-object-detection autonomous-driving deep-learning kitti nuscenes object-detection point-cloud pytorch

Last synced: 15 May 2025

https://github.com/google-research/big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

convolutional-neural-networks deep-learning imagenet jax pytorch tensorflow2 transfer-learning

Last synced: 15 May 2025

https://github.com/V2AI/Det3D

World's first general purpose 3D object detection codebse.

3d-object-detection autonomous-driving deep-learning kitti nuscenes object-detection point-cloud pytorch

Last synced: 20 Mar 2025

https://github.com/arztsamuel/applying_eanns

A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.

artificial-neural-networks deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks self-driving-cars

Last synced: 16 May 2025

https://github.com/Eric-mingjie/rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

convolutional-neural-networks deep-learning network-pruning pytorch

Last synced: 02 May 2025

https://github.com/devnag/pytorch-generative-adversarial-networks

A very simple generative adversarial network (GAN) in PyTorch

deep-learning gan gans machine-learning pytorch

Last synced: 14 Mar 2025

https://github.com/eric-mingjie/rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

convolutional-neural-networks deep-learning network-pruning pytorch

Last synced: 16 May 2025

https://github.com/we0091234/chinese_license_plate_detection_recognition

yolov5 车牌检测 车牌识别 中文车牌识别 检测 支持12种中文车牌 支持双层车牌

deep-learning plate-recognition pytorch yolov5

Last synced: 14 May 2025

https://github.com/microsoft/mup

maximal update parametrization (µP)

deep-learning machine-learning mup mutransfer python pytorch transformers

Last synced: 14 May 2025

https://github.com/chenriwei/deepface

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

deep-learning face-analysis face-dataset face-detection face-recognition

Last synced: 16 May 2025

https://github.com/pytorch-tabular/pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

deep-learning hacktoberfest machine-learning pytorch pytorch-lightning tabular-data

Last synced: 09 Jan 2026

https://github.com/junyanz/bicyclegan

Toward Multimodal Image-to-Image Translation

deep-learning gans generative-adversarial-network pix2pix pytorch

Last synced: 24 Oct 2025

https://github.com/google/uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow

Last synced: 14 May 2025

https://github.com/junyanz/BicycleGAN

Toward Multimodal Image-to-Image Translation

deep-learning gans generative-adversarial-network pix2pix pytorch

Last synced: 08 May 2025

https://github.com/xunhuang1995/adain-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

deep-learning generative-art generative-model neural-style style-transfer

Last synced: 16 May 2025

https://github.com/rwkv/rwkv.cpp

INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model

deep-learning ggml language-model llm machine-learning quantization rwkv

Last synced: 14 May 2025

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

Tutorials and training material for the H2O Machine Learning Platform

data-science deep-learning h2o machine-learning python r tutorial

Last synced: 14 May 2025

https://github.com/chenriwei/DeepFace

Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.

deep-learning face-analysis face-dataset face-detection face-recognition

Last synced: 10 Sep 2025

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

Implementation of SoundStorm, Efficient Parallel Audio Generation from Google Deepmind, in Pytorch

artificial-intelligence attention-mechanism audio-generation deep-learning non-autoregressive transformers

Last synced: 14 May 2025

https://github.com/ahangchen/gdlnotes

Google Deep Learning Notes(TensorFlow教程)

deep-learning machine-learning tensorflow

Last synced: 16 May 2025

https://github.com/ahangchen/GDLnotes

Google Deep Learning Notes(TensorFlow教程)

deep-learning machine-learning tensorflow

Last synced: 07 May 2025

https://github.com/dair-ai/transformers-recipe

🧠 A study guide to learn about Transformers

ai deep-learning machine-learning natural-language-processing nlp

Last synced: 28 Jan 2026

https://github.com/dair-ai/Transformers-Recipe

🧠 A study guide to learn about Transformers

ai deep-learning machine-learning natural-language-processing nlp

Last synced: 04 Apr 2025

https://github.com/mathworks/matlab-simulink-challenge-project-hub

This MATLAB and Simulink Challenge Project Hub contains a list of research and design project ideas. These projects will help you gain practical experience and insight into technology trends and industry directions.

ai autonomous capstone capstone-project computer-vision deep-learning drones energy final-project final-year-project master-thesis matlab project-ideas robotics senior-design senior-project simulink student-project students thesis

Last synced: 11 Apr 2025

https://github.com/deepgraphlearning/torchdrug

A powerful and flexible machine learning platform for drug discovery

deep-learning drug-discovery graph-neural-networks pytorch

Last synced: 15 May 2025

https://github.com/yu4u/age-gender-estimation

Keras implementation of a CNN network for age and gender estimation

age-estimation convolutional-neural-networks deep-learning gender-estimation imdb

Last synced: 08 Apr 2025

https://github.com/pkmital/cadl

ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

deep-learning dockerfile jupyter-notebook machine-learning mooc neural-network tensorflow tutorial workshop

Last synced: 15 May 2025

https://github.com/hironsan/anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

deep-learning keras machine-learning named-entity-recognition natural-language-processing sequence-labeling

Last synced: 15 May 2025

https://github.com/pkmital/CADL

ARCHIVED: Contains historical course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

deep-learning dockerfile jupyter-notebook machine-learning mooc neural-network tensorflow tutorial workshop

Last synced: 03 May 2025

https://github.com/Hironsan/anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

deep-learning keras machine-learning named-entity-recognition natural-language-processing sequence-labeling

Last synced: 12 Apr 2025

https://github.com/dair-ai/nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

deep-learning machine-learning nlp

Last synced: 26 Jan 2026

https://github.com/chainer/chainercv

ChainerCV: a Library for Deep Learning in Computer Vision

chainer chainercv computer-vision cupy deep-learning neural-network python

Last synced: 28 Sep 2025

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

Neural machine translation and sequence learning using TensorFlow

deep-learning machine-translation natural-language-processing neural-machine-translation opennmt python tensorflow

Last synced: 08 Oct 2025

https://github.com/nvidia/physicsnemo

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

deep-learning machine-learning nvidia-gpu physics pytorch

Last synced: 08 Oct 2025

https://github.com/hkchengrex/mmaudio

[CVPR 2025] MMAudio: Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis

audio audio-synthesis computer-vision deep-learning text-to-audio video-to-audio

Last synced: 08 May 2025

https://github.com/swanhubx/swanlab

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / LLaMA Factory / Swift / Ultralytics / veRL / MMEngine / Keras etc.

data-science deep-learning jax logging machine-learning mlops model-versioning python pytorch tensorboard tensorflow tracking transformers visualization

Last synced: 13 May 2025

https://github.com/tum-pbs/PhiFlow

A differentiable PDE solving framework for machine learning

deep-learning differentiable-simulations fluid-simulations neural-networks pde-solver

Last synced: 14 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-ai-in-finance 208 Awesome-Prompt-Engineering 455 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 1,102 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559