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/microsoft/human-pose-estimation.pytorch

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

coco-keypoints-detection deep-learning human-pose-estimation mpii-dataset mscoco-keypoint

Last synced: 28 Sep 2025

https://github.com/DSKSD/DeepNLP-models-Pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

cs-224n deep-learning deep-nlp-models natural-language-processing neural-network nlp pytorch rnn stanford-univ

Last synced: 14 Mar 2025

https://github.com/cszn/KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet

Last synced: 14 Mar 2025

https://github.com/dsksd/deepnlp-models-pytorch

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

cs-224n deep-learning deep-nlp-models natural-language-processing neural-network nlp pytorch rnn stanford-univ

Last synced: 15 May 2025

https://github.com/datawhalechina/thorough-pytorch

PyTorch入门教程,在线阅读地址:https://datawhalechina.github.io/thorough-pytorch/

deep-learning machine-learning python pytorch

Last synced: 13 May 2025

https://github.com/intellabs/nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers

Last synced: 28 Sep 2025

https://github.com/IntelLabs/nlp-architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

bert deep-learning deeplearning dynet nlp nlu pytorch quantization tensorflow transformers

Last synced: 27 Mar 2025

https://github.com/conchylicultor/deepqa

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

chatbot deep-learning seq2seq tensorflow

Last synced: 14 May 2025

https://github.com/Conchylicultor/DeepQA

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

chatbot deep-learning seq2seq tensorflow

Last synced: 24 Mar 2025

https://github.com/NVIDIA/TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.

cuda deep-learning fp4 fp8 gpu jax machine-learning python pytorch

Last synced: 16 Nov 2025

https://github.com/louisfb01/best_AI_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology

Last synced: 05 Apr 2025

https://github.com/ajbrock/BigGAN-PyTorch

The author's officially unofficial PyTorch BigGAN implementation.

biggan deep-learning dogball gans neural-networks pytorch

Last synced: 19 Jul 2025

https://github.com/ajbrock/biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

biggan deep-learning dogball gans neural-networks pytorch

Last synced: 15 May 2025

https://github.com/louisfb01/best_ai_papers_2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

2021 ai artificial-intelligence artificialintelligence computer-science computer-vision deep-learning innovation machine-learning machinelearning paper papers python research research-paper sota sota-technique state-of-art state-of-the-art technology

Last synced: 15 May 2025

https://github.com/zhaipro/easy12306

使用机器学习算法完成对12306验证码的自动识别

12306 captcha deep-learning mathematics

Last synced: 15 May 2025

https://github.com/jisungk/deepjazz

Deep learning driven jazz generation using Keras & Theano!

deep-learning jazz keras lstm machine-learning music neural-networks rnn theano

Last synced: 15 May 2025

https://github.com/weslynn/alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱

deep-learning image-classification machine-learning neural-network

Last synced: 14 May 2025

https://github.com/tencent/pocketflow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

automl computer-vision deep-learning mobile-app model-compression

Last synced: 14 Apr 2025

https://github.com/hegelai/prompttools

Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).

deep-learning developer-tools embeddings large-language-models llms machine-learning prompt-engineering python vector-search

Last synced: 14 May 2025

https://github.com/openvinotoolkit/openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

computer-vision deep-learning inference machine-learning openvino

Last synced: 01 Jul 2025

https://github.com/eugeneyan/ml-surveys

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

computer-vision deep-learning embeddings machine-learning nlp recommender-system reinforcement-learning survey

Last synced: 23 Mar 2025

https://github.com/guillaume-be/rust-bert

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

bart bert deep-learning electra gpt gpt-2 language-generation machine-learning ner nlp question-answering roberta rust rust-lang sentiment-analysis transformer translation

Last synced: 14 May 2025

https://github.com/zjhellofss/kuiperinfer

校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5

Last synced: 14 May 2025

https://github.com/pytorch/executorch

On-device AI across mobile, embedded and edge for PyTorch

deep-learning embedded gpu machine-learning mobile neural-network tensor

Last synced: 11 May 2025

https://github.com/huggingface/knockknock

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

computer-vision cv deep-learning machine-learning natural-language-processing neural-networks nlp nlproc python python36 train

Last synced: 07 Oct 2025

https://github.com/weslynn/AlphaTree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN),图神经网络(GNN),NLP,大数据相关的发展路书(roadmap), 并附海量源码(python,pytorch)带大家消化基本知识点,突破面试,完成从新手到合格工程师的跨越,其中深度学习相关论文附有tensorflow caffe官方源码,应用部分含推荐算法和知识图谱

deep-learning image-classification machine-learning neural-network

Last synced: 26 Mar 2025

https://github.com/philipperemy/keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

attention-mechanism attention-model deep-learning keras keras-neural-networks

Last synced: 03 Jan 2026

https://github.com/leptonai/leptonai

A Pythonic framework to simplify AI service building

artificial-intelligence cloud deep-learning gpu machine-learning python

Last synced: 07 May 2026

https://github.com/rasbt/deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

artificial-intelligence data-science deep-learning machine-learning neural-network python pytorch tensorflow

Last synced: 13 Apr 2025

https://github.com/stemrollerapp/stemroller

Isolate vocals, drums, bass, and other instrumental stems from any song

audio-processing bass deep-learning demucs drums electron javascript machine-learning python source-separation vocals

Last synced: 14 May 2025

https://github.com/Tencent/PocketFlow

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

automl computer-vision deep-learning mobile-app model-compression

Last synced: 20 Mar 2025

https://github.com/heywillow/willow

Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative

alexa deep-learning echo esp-adf esp-idf esp32 google-home home-assistant home-automation privacy speech-recognition speech-to-text whisper

Last synced: 14 May 2025

https://github.com/zjhellofss/KuiperInfer

校招、秋招、春招、实习好项目!带你从零实现一个高性能的深度学习推理库,支持大模型 llama2 、Unet、Yolov5、Resnet等模型的推理。Implement a high-performance deep learning inference library step by step

caffe convolution deep-learning deep-neural-networks diy graph-algorithms inference inference-engine maxpooling ncnn pnnx pytorch relu resnet sigmoid yolo yolov5

Last synced: 19 Mar 2025

https://github.com/NiuTrans/MTBook

《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

deep-learning machine-learning machine-translation natural-language-processing neural-machine-translation statistical-machine-translation tex

Last synced: 27 Apr 2025

https://github.com/phlippe/uvadlc_notebooks

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

deep-learning flax jax optax pytorch pytorch-lightning tutorial tutorials uvadlc

Last synced: 22 Jul 2025

https://github.com/jeeliz/jeelizfacefilter

Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).

3d augmented-reality camera deep-learning detection face face-detect face-detection face-filters face-tracking faceswap javascript lightweight multiple-faces snapchat threejs tracking webar webgl

Last synced: 13 May 2025

https://github.com/niutrans/mtbook

《机器翻译:基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

deep-learning machine-learning machine-translation natural-language-processing neural-machine-translation statistical-machine-translation tex

Last synced: 12 Feb 2026

https://github.com/pytorch/tensorrt

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

cuda deep-learning jetson libtorch machine-learning nvidia pytorch tensorrt

Last synced: 16 Apr 2026

https://github.com/HeyWillow/willow

Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative

alexa deep-learning echo esp-adf esp-idf esp32 google-home home-assistant home-automation privacy speech-recognition speech-to-text whisper

Last synced: 04 Apr 2025

https://github.com/toverainc/willow

Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative

alexa deep-learning echo esp-adf esp-idf esp32 google-home home-assistant home-automation privacy speech-recognition speech-to-text whisper

Last synced: 27 Mar 2025

https://github.com/machine-learning-tokyo/interactive_tools

Interactive Tools for Machine Learning, Deep Learning and Math

deep-learning interactive-tools machine-learning

Last synced: 28 Jan 2026

https://github.com/aakashkumarnain/annotated_research_papers

This repo contains annotated research papers that I found really good and useful

annotations deep-learning machine-learning research research-paper

Last synced: 26 Jan 2026

https://github.com/shouxieai/tensorrt_pro

C++ library based on tensorrt integration

deep-learning object-detection pytorch tensorrt yolov5 yolox

Last synced: 13 Dec 2025

https://github.com/Machine-Learning-Tokyo/Interactive_Tools

Interactive Tools for Machine Learning, Deep Learning and Math

deep-learning interactive-tools machine-learning

Last synced: 26 Mar 2025

https://github.com/AakashKumarNain/annotated_research_papers

This repo contains annotated research papers that I found really good and useful

annotations deep-learning machine-learning research research-paper

Last synced: 27 Mar 2025

https://github.com/teddylee777/machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

deep-learning gan jupyter-notebook lectures machine-learning machine-learning-study natural-language-processing neural-network neural-networks pandas pandas-tutorial python python3 pytorch pytorch-tutorial tensorflow tensorflow-examples tensorflow-tutorials tensorflow2 udacity

Last synced: 14 May 2025

https://github.com/nixtla/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 13 Feb 2026

https://github.com/charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 15 May 2025

https://github.com/junyanz/interactive-deep-colorization

Deep learning software for colorizing black and white images with a few clicks.

automatic-colorization caffe colorization computer-vision deep-learning deep-learning-algorithms interactive

Last synced: 15 May 2025

https://github.com/shouxieai/tensorRT_Pro

C++ library based on tensorrt integration

deep-learning object-detection pytorch tensorrt yolov5 yolox

Last synced: 20 Mar 2025

https://github.com/jeeliz/jeelizFaceFilter

Javascript/WebGL lightweight face tracking library designed for augmented reality webcam filters. Features : multiple faces detection, rotation, mouth opening. Various integration examples are provided (Three.js, Babylon.js, FaceSwap, Canvas2D, CSS3D...).

3d augmented-reality camera deep-learning detection face face-detect face-detection face-filters face-tracking faceswap javascript lightweight multiple-faces snapchat threejs tracking webar webgl

Last synced: 27 Mar 2025

https://github.com/Charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run interactively online. 学习闭环《计算机视觉实战演练:算法与应用》中文电子书、源码、读者交流社区(持续更新中 ...) 📘 在线电子书 https://charmve.github.io/computer-vision-in-action/ 👇项目主页

books charmve colab-notebook computer-vision computer-vision-algorithms deep-learning deep-learning-tutorial handbook in-action ipynb jupyter-notebook machine-learning neural-network notebook pytorch transformer tutorial

Last synced: 14 Apr 2025

https://github.com/modelscope/clearervoice-studio

An AI-Powered Speech Processing Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Enhancement, Separation, and Target Speaker Extraction, etc.

audio bandwidth-extension deep-learning noise-suppression pytorch speaker-extraction speech speech-enhancement speech-separation speech-super-resolution

Last synced: 14 May 2025

https://github.com/nvlabs/munit

Multimodal Unsupervised Image-to-Image Translation

deep-learning gan image-translation munit pix2pix

Last synced: 15 May 2025

https://github.com/NVlabs/MUNIT

Multimodal Unsupervised Image-to-Image Translation

deep-learning gan image-translation munit pix2pix

Last synced: 06 May 2025

https://github.com/iscyy/ultralyticspro

🔥🔥🔥 专注于YOLO11,YOLOv8、TYOLOv12、YOLOv10、RT-DETR、YOLOv7、YOLOv5改进模型,Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

backbone deep-learning pytorch rt-detr transformer yolo yolo11 yoloair yolov10 yolov3 yolov4 yolov5 yolov6 yolov7 yolov8

Last synced: 13 Apr 2025

https://github.com/Nixtla/nixtla

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

anomaly-detection artificial-intelligence deep-learning forecasting generative-ai-time-series gpt gpts llm machine-learning time-series time-series-forecasting timegpt

Last synced: 04 Apr 2025

https://github.com/stochasticai/xturing

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

adapter alpaca deep-learning fine-tuning finetuning gen-ai generative-ai gpt-2 gpt-j language-model llama llm lora mistral mixed-precision peft quantization

Last synced: 15 May 2025

https://github.com/floodsung/meta-learning-papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

deep-learning few-shot-learning learning-to-learn meta-learning one-shot-learning

Last synced: 24 Mar 2025

https://github.com/leelachesszero/lc0

Open source neural network chess engine with GPU acceleration and broad hardware support.

alphazero alphazero-inspired chess chess-ai chess-engine cuda deep-learning deep-reinforcement-learning gpu leela-chess-zero neural-networks uci

Last synced: 13 May 2025

https://github.com/floodsung/Meta-Learning-Papers

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

deep-learning few-shot-learning learning-to-learn meta-learning one-shot-learning

Last synced: 15 Mar 2025

https://github.com/mlnlp-world/top-ai-conferences-paper-with-code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow

Last synced: 15 May 2025

https://github.com/pennylaneai/pennylane

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.

autograd automatic-differentiation cirq deep-learning differentiable-computing hacktoberfest jax machine-learning neural-network optimization python pytorch qiskit qml quantum quantum-chemistry quantum-computing quantum-machine-learning strawberryfields tensorflow

Last synced: 10 Mar 2026

https://github.com/MLNLP-World/Top-AI-Conferences-Paper-with-Code

MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code

computer-vision deep-learning machine-learning mlnlp natural-language-processing pytorch tensorflow

Last synced: 09 Apr 2025

https://github.com/LeelaChessZero/lc0

Open source neural network chess engine with GPU acceleration and broad hardware support.

alphazero alphazero-inspired chess chess-ai chess-engine cuda deep-learning deep-reinforcement-learning gpu leela-chess-zero neural-networks uci

Last synced: 10 May 2025

https://github.com/stochasticai/xTuring

Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6

adapter alpaca deep-learning fine-tuning finetuning gen-ai generative-ai gpt-2 gpt-j language-model llama llm lora mistral mixed-precision peft quantization

Last synced: 13 Mar 2025

https://github.com/pytorch/xla

Enabling PyTorch on XLA Devices (e.g. Google TPU)

compiler deep-learning pytorch xla

Last synced: 16 May 2025

https://github.com/webdataset/webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

data-augmentation deep-learning pytorch webdataset webdataset-format

Last synced: 11 Dec 2025

Deep learning Awesome Lists
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