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/hzwer/iccv2019-learningtopaint

ICCV2019 - Learning to Paint With Model-based Deep Reinforcement Learning

computer-vision deep-learning painting pytorch reinforcement-learning

Last synced: 15 May 2025

https://github.com/microsoft/graphormer

Graphormer is a general-purpose deep learning backbone for molecular modeling.

ai4science deep-learning graph molecule-simulation transformer

Last synced: 15 May 2025

https://github.com/jack-cherish/deep-learning

:computer:深度学习实战:手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deep-learning python python3 pytorch tensorflow

Last synced: 15 May 2025

https://github.com/Jack-Cherish/Deep-Learning

:computer:深度学习实战:手写数字识别、Discuz验证码识别、垃圾分类、语义分割

deep-learning python python3 pytorch tensorflow

Last synced: 27 Mar 2025

https://github.com/dipanjanS/practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 25 Mar 2025

https://github.com/lightning-ai/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 14 May 2025

https://github.com/frgfm/torch-cam

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

activation-maps class-activation-map cnn deep-learning grad-cam gradcam gradcam-plus-plus interpretability interpretable-deep-learning python pytorch saliency-map score-cam smoothgrad

Last synced: 08 Oct 2025

https://github.com/IDEA-Research/DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

computer-vision deep-learning object-detection

Last synced: 19 Apr 2025

https://github.com/xuebinqin/DIS

This is the repo for our new project Highly Accurate Dichotomous Image Segmentation

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

Last synced: 12 Apr 2025

https://github.com/thunlp/UltraChat

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

chatbot chatgpt deep-learning large-language-models

Last synced: 14 Mar 2025

https://github.com/linksoul-ai/chinese-llama-2-7b

开源社区第一个能下载、能运行的中文 LLaMA2 模型!

deep-learning llama2 llama2-docker llm pytorch

Last synced: 15 May 2025

https://github.com/nlp-love/introduction-nlp

HanLP作者的新书《自然语言处理入门》详细笔记!业界良心之作,书中不是枯燥无味的公式罗列,而是用白话阐述的通俗易懂的算法模型。从基本概念出发,逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

ai deep-learning mechine-learing nlp

Last synced: 15 May 2025

https://github.com/NLP-LOVE/Introduction-NLP

HanLP作者的新书《自然语言处理入门》详细笔记!业界良心之作,书中不是枯燥无味的公式罗列,而是用白话阐述的通俗易懂的算法模型。从基本概念出发,逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。

ai deep-learning mechine-learing nlp

Last synced: 09 Apr 2025

https://github.com/LinkSoul-AI/Chinese-Llama-2-7b

开源社区第一个能下载、能运行的中文 LLaMA2 模型!

deep-learning llama2 llama2-docker llm pytorch

Last synced: 14 Mar 2025

https://github.com/thu-ml/zhusuan

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

bayesian-inference deep-learning generative-models graphical-models probabilistic-programming

Last synced: 15 May 2025

https://github.com/nvlabs/nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

deep-learning pytorch

Last synced: 15 May 2025

https://github.com/ML4Comm-Netw/Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

channel-estimation communication-systems deep-learning machine-learning mimo mimo-systems power-control wireless-communication

Last synced: 31 May 2026

https://github.com/NVlabs/nvdiffrec

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

deep-learning pytorch

Last synced: 09 May 2025

https://github.com/cure-lab/ltsf-linear

[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"

aaai aaai2023 deep-learning forecasting forecasting-model linear-models pytorch time-series time-series-forecasting time-series-prediction

Last synced: 15 May 2025

https://github.com/google-research-datasets/Objectron

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

3d 3d-reconstruction 3d-vision ai augmented-reality computer-vision dataset deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 20 Mar 2025

https://github.com/erhwenkuo/deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

deep-learning keras keras-notebooks

Last synced: 15 May 2025

https://github.com/komputeproject/kompute

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

cpp deep-learning deep-learning-gpu gpgpu gpu-computing machine-learning machine-learning-gpu python vulkan vulkan-compute vulkan-compute-example vulkan-compute-framework vulkan-compute-tutorial vulkan-demos vulkan-example vulkan-tutorial

Last synced: 13 May 2025

https://github.com/pannous/tensorflow-speech-recognition

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

deep-learning neural-network speech-recognition speech-to-text stt tensorflow

Last synced: 15 May 2025

https://github.com/learning-at-home/hivemind

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

asynchronous-programming asyncio deep-learning dht distributed-systems distributed-training hivemind machine-learning mixture-of-experts neural-networks pytorch volunteer-computing

Last synced: 13 May 2025

https://github.com/pytorch/torchrec

Pytorch domain library for recommendation systems

cuda deep-learning gpu pytorch recommendation-system recommender-system sharding

Last synced: 12 May 2025

https://github.com/daniil-osokin/lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

coco-keypoints-detection deep-learning human-pose-estimation lightweight lightweight-openpose mscoco-keypoint openpose openvino pose-estimation pytorch real-time

Last synced: 15 May 2025

https://github.com/enpeizhao/CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)

computer-vision cpp cuda deep-learning embedded-systems machine-learning python tensorrt

Last synced: 20 Mar 2025

https://github.com/labmlai/labml

🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱

analytics deep-learning experiment fastai keras keras-tensorflow machine-learning mobile pytorch pytorch-lightning tensorboard tensorflow tensorflow2 visualization

Last synced: 13 May 2025

https://nvlabs.github.io/nvdiffrec/

Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

deep-learning pytorch

Last synced: 31 Mar 2025

https://github.com/azavea/raster-vision

An open source library and framework for deep learning on satellite and aerial imagery.

classification computer-vision deep-learning geospatial machine-learning object-detection pytorch remote-sensing semantic-segmentation

Last synced: 13 May 2025

https://github.com/jik876/hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

deep-learning gan hifi-gan pytorch speech-synthesis text-to-speech tts vocoder

Last synced: 14 May 2025

https://github.com/golbin/tensorflow-tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec

Last synced: 15 May 2025

https://github.com/golbin/TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

autoencoder chatbot cnn deep-learning dqn gan inception mnist neural-network rnn seq2seq tensorflow tutorial word2vec

Last synced: 01 May 2025

https://github.com/Lightning-AI/torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

analyses data-science deep-learning machine-learning metrics python pytorch

Last synced: 26 Mar 2025

https://github.com/lining808/cs-ebook

一个高质量、经典计算机书籍推荐清单,特点为:只收集高质量,各方向经典书籍,不求书多,只求书精。

ai computer-science data-science deep-learning ebooks programming-language

Last synced: 14 May 2025

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

🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch

artificial-intelligence deep-learning evolutionary-search optimizers

Last synced: 25 Sep 2025

https://github.com/metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

automl data-engineering data-science deep-learning feature-engineering feature-extraction kubernetes machine-learning neural-networks personalization ranking scala search

Last synced: 14 May 2025

https://github.com/cerlymarco/medium_notebook

Repository containing notebooks of my posts on Medium

artificial-intelligence data-science deep-learning machine-learning notebooks

Last synced: 15 May 2025

https://github.com/thuml/autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

deep-learning time-series

Last synced: 14 May 2025

https://github.com/HypoX64/DeepMosaics

Automatically remove the mosaics in images and videos, or add mosaics to them.

computer-vision deep-learning mosaic pytorch video-inpainting

Last synced: 07 Apr 2025

https://github.com/cerlymarco/MEDIUM_NoteBook

Repository containing notebooks of my posts on Medium

artificial-intelligence data-science deep-learning machine-learning notebooks

Last synced: 05 May 2025

https://github.com/asappresearch/sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

deep-learning nlp pytorch recurrent-neural-networks

Last synced: 15 May 2025

https://github.com/thuml/Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

deep-learning time-series

Last synced: 30 Mar 2025

https://github.com/amusi/eccv2024-papers-with-code

ECCV 2024 论文和开源项目合集,同时欢迎各位大佬提交issue,分享ECCV 2024论文和开源项目

computer-vision deep-learning eccv eccv-2020 eccv2020 eccv2022 eccv2024 image-classification image-segmentation neural-network object-detection

Last synced: 30 Jan 2026

https://github.com/facebookresearch/ELF

An End-To-End, Lightweight and Flexible Platform for Game Research

artificial-intelligence cpp deep-learning gaming neural-network platform python reinforcement-learning

Last synced: 20 Mar 2025

https://github.com/facebookresearch/elf

An End-To-End, Lightweight and Flexible Platform for Game Research

artificial-intelligence cpp deep-learning gaming neural-network platform python reinforcement-learning

Last synced: 27 Sep 2025

https://github.com/rsxdalv/tts-generation-webui

TTS Generation Web UI (Bark, MusicGen + AudioGen, Tortoise, RVC, Vocos, Demucs, SeamlessM4T, MAGNet, StyleTTS2, MMS, Stable Audio, Mars5, F5-TTS, ParlerTTS)

ai audio-generation audiogen bark deep-learning generator gradio machine-learning magnet music musicgen rvc seamlessm4t styletts2 text-to-speech torch tortoise-tts tts vocos web

Last synced: 04 Apr 2025

https://github.com/koth/kcws

Deep Learning Chinese Word Segment

chinese-text-segmentation deep-learning nlp pos-tagger tensorflow

Last synced: 15 May 2025

https://github.com/kha-white/manga-ocr

Optical character recognition for Japanese text, with the main focus being Japanese manga

comics computer-vision deep-learning japanese manga ocr transformers

Last synced: 13 May 2025

https://github.com/ajbrock/Neural-Photo-Editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 15 Mar 2025

https://github.com/ajbrock/neural-photo-editor

A simple interface for editing natural photos with generative neural networks.

computer-vision convolutional-neural-networks deep-learning gans interfaces machine-learning

Last synced: 08 Apr 2025

https://github.com/orico/www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

algorithms data-science deep-learning full-stack gitbook machine-learning marketing mlcompendium probability product-management statistics ux-design ux-experience ux-research

Last synced: 28 Jan 2026

https://github.com/githubharald/simplehtr

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow

Last synced: 15 May 2025

https://github.com/githubharald/SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

deep-learning handwritten-text-recognition machine-learning ocr recurrent-neural-networks tensorflow

Last synced: 28 Mar 2025

https://github.com/lining808/CS-Ebook

一个高质量、经典计算机书籍推荐清单,特点为:只收集高质量,各方向经典书籍,不求书多,只求书精。

ai computer-science data-science deep-learning ebooks programming-language

Last synced: 12 Sep 2025

https://github.com/alibaba/alicemind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

bert deep-learning natural-language-processing nlp

Last synced: 15 May 2025

https://github.com/alibaba/AliceMind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

bert deep-learning natural-language-processing nlp

Last synced: 18 Mar 2025

https://github.com/delip/PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial

Last synced: 30 Aug 2025

https://github.com/sharpai/deepcamera

Open-Source AI Camera. Empower any camera/CCTV with state-of-the-art AI, including facial recognition, person recognition(RE-ID) car detection, fall detection and more

ai camera computer-vision deep-learning edge face-detection face-recognition home-assistant machine-learning nvidia-jetson-nano object-detection python raspberry-pi tensorflow tf-lite video-surveillance

Last synced: 18 Feb 2026

https://github.com/ahmedfgad/geneticalgorithmpython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 14 May 2025

https://github.com/delip/pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

deep-learning deep-neural-networks natural-language-processing neural-machine-translation neural-networks nlp pytorch pytorch-nlp pytorch-tutorial

Last synced: 15 May 2025

https://github.com/ahmedfgad/GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python

Last synced: 26 Apr 2025

https://github.com/KomputeProject/kompute

General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

cpp deep-learning deep-learning-gpu gpgpu gpu-computing machine-learning machine-learning-gpu python vulkan vulkan-compute vulkan-compute-example vulkan-compute-framework vulkan-compute-tutorial vulkan-demos vulkan-example vulkan-tutorial

Last synced: 31 Mar 2025

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

Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI

api-calling artificial-intelligence attention-mechanisms deep-learning transformers

Last synced: 14 May 2025

https://github.com/iver56/audiomentations

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.

audio audio-data-augmentation audio-effects augmentation data-augmentation deep-learning dsp machine-learning music python sound sound-processing

Last synced: 13 May 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 1,098 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-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