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/amusi/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

computer-vision deep-learning face-detection machine-learning object-detection paper

Last synced: 26 Dec 2025

https://github.com/zihangdai/xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

deep-learning nlp tensorflow

Last synced: 14 May 2025

https://github.com/dair-ai/ML-Course-Notes

🎓 Sharing machine learning course / lecture notes.

ai data-science deep-learning machine-learning natural-language-processing

Last synced: 14 Apr 2025

https://github.com/thtrieu/darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

convolutional-networks convolutional-neural-networks darknet deep-learning deep-neural-networks graph image-processing machine-learning mobile-development object-detection real-time tensorflow

Last synced: 14 May 2025

https://github.com/kevinmusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 12 May 2025

https://github.com/KevinMusgrave/pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

computer-vision contrastive-learning deep-learning deep-metric-learning embeddings image-retrieval machine-learning metric-learning pytorch self-supervised-learning

Last synced: 09 Apr 2025

https://github.com/yaofanguk/video-subtitle-extractor

视频硬字幕提取,生成srt文件。无需申请第三方API,本地实现文本识别。基于深度学习的视频字幕提取框架,包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.

deep-learning extract hardsub ocr ripper srt subrip subtitles

Last synced: 13 May 2025

https://github.com/skalskip/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

computer-vision deep-learning deep-neural-networks generative-model machine-learning mlops multimodal natural-language-processing nlp stable-diffusion transformers tutorial

Last synced: 14 May 2025

https://github.com/deepchem/deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

biology deep-learning drug-discovery hacktoberfest materials-science quantum-chemistry

Last synced: 13 May 2025

https://github.com/tiny-dnn/tiny-dnn

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

c-plus-plus deep-learning machine-learning neural-network

Last synced: 14 May 2025

https://github.com/chainer/chainer

A flexible framework of neural networks for deep learning

chainer cuda cudnn cupy deep-learning gpu machine-learning neural-network neural-networks numpy python

Last synced: 13 May 2025

https://github.com/aymericdamien/topdeeplearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 14 May 2025

https://github.com/aymericdamien/TopDeepLearning

A list of popular github projects related to deep learning

deep-learning machine-learning pytorch tensorflow

Last synced: 14 Mar 2025

https://github.com/dair-ai/ml-course-notes

🎓 Sharing machine learning course / lecture notes.

ai data-science deep-learning machine-learning natural-language-processing

Last synced: 23 Mar 2025

https://github.com/zhouhaoyi/informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

deep-learning forecasting pytorch self-attention time-series transformer

Last synced: 14 May 2025

https://github.com/zhouhaoyi/Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

deep-learning forecasting pytorch self-attention time-series transformer

Last synced: 01 Apr 2025

https://github.com/rangilyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 14 May 2025

https://github.com/RangiLyu/nanodet

NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

anchor-free android deep-learning deep-neural-networks efficientnet mnn model-zoo nanodet nanodet-plus ncnn object-detection openvino pytorch repvgg shufflenet

Last synced: 14 Mar 2025

https://github.com/szad670401/HyperLPR

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

android cpp deep-learning plate-recognition tensorflow

Last synced: 20 Mar 2025

https://github.com/szad670401/hyperlpr

基于深度学习高性能中文车牌识别 High Performance Chinese License Plate Recognition Framework.

android cpp deep-learning plate-recognition tensorflow

Last synced: 22 Apr 2025

https://github.com/lyhue1991/eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

deep-learning pytorch

Last synced: 13 May 2025

https://github.com/yl4579/styletts2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

adversarial-training deep-learning diffusion-models gan latent-diffusion latent-diffusion-models pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm

Last synced: 14 May 2025

https://github.com/yl4579/StyleTTS2

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

adversarial-training deep-learning diffusion-models gan latent-diffusion latent-diffusion-models pytorch speaker-adaptation speech-synthesis text-to-speech tts wavlm

Last synced: 09 Apr 2025

https://github.com/datawhalechina/fun-rec

推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/

algorithm-engineering deep-learning interview-questions machine-learning recommendation-algorithms recommender-system tensorflow tianchi-competition

Last synced: 13 May 2025

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

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

artificial-intelligence attention-mechanism deep-learning multi-modal text-to-image transformers

Last synced: 13 May 2025

https://github.com/timeseriesai/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 14 May 2025

https://github.com/amusi/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)

algorithms artificial-intelligence computer-vision deep-learning image-processing jobs machine-learning natural-language-processing opencv resume slam

Last synced: 14 May 2025

https://github.com/mrdbourke/tensorflow-deep-learning

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

curriculum deep-learning deep-neural-networks tensorflow tensorflow-course tensorflow-tutorials tensorflow2

Last synced: 15 May 2025

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

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

artificial-intelligence attention-mechanism deep-learning multi-modal text-to-image transformers

Last synced: 14 Mar 2025

https://github.com/facebookresearch/mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

captioning deep-learning dialog hateful-memes multi-tasking multimodal pretrained-models pytorch textvqa vqa

Last synced: 14 May 2025

https://github.com/amusi/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)

algorithms artificial-intelligence computer-vision deep-learning image-processing jobs machine-learning natural-language-processing opencv resume slam

Last synced: 06 May 2025

https://github.com/timeseriesAI/tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 26 Mar 2025

https://github.com/wb14123/seq2seq-couplet

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

deep-learning machine-learning seq2seq

Last synced: 30 Jan 2026

https://github.com/nvidia/dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch

Last synced: 13 May 2025

https://github.com/udacity/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

convolutional-networks deep-learning neural-network pytorch recurrent-networks sentiment-analysis style-transfer

Last synced: 10 Apr 2025

https://github.com/SkalskiP/courses

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

computer-vision deep-learning deep-neural-networks generative-model machine-learning mlops multimodal natural-language-processing nlp stable-diffusion transformers tutorial

Last synced: 26 Mar 2025

https://github.com/flashlight/flashlight

A C++ standalone library for machine learning

autograd cpp deep-learning flashlight machine-learning ml neural-network

Last synced: 23 Apr 2025

https://github.com/alexlenail/nn-svg

Publication-ready NN-architecture schematics.

d3 deep-learning diagrams drawing machine-learning neural-network svg threejs

Last synced: 13 May 2025

https://github.com/NVIDIA/DALI

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

audio-processing data-augmentation data-processing deep-learning fast-data-pipeline gpu gpu-tensorflow image-augmentation image-processing machine-learning mxnet neural-network paddle python pytorch

Last synced: 15 Mar 2025

https://github.com/alexlenail/NN-SVG

Publication-ready NN-architecture schematics.

d3 deep-learning diagrams drawing machine-learning neural-network svg threejs

Last synced: 20 Mar 2025

https://github.com/lucidrains/x-transformers

A concise but complete full-attention transformer with a set of promising experimental features from various papers

artificial-intelligence attention-mechanism deep-learning transformers

Last synced: 07 Feb 2026

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

Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization

deep-learning generative-ai gpt langauge-model llm visualization

Last synced: 30 Aug 2025

https://github.com/mbadry1/deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

andrew-ng coursera deep-learning neural-network

Last synced: 16 Oct 2025

https://github.com/mbadry1/DeepLearning.ai-Summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

andrew-ng coursera deep-learning neural-network

Last synced: 08 May 2025

https://github.com/ashnkumar/sketch-code

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

augmentation deep-learning image-processing keras tensorflow

Last synced: 14 May 2025

https://github.com/tensorspace-team/tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

3d deep-learning keras machine-learning nerual-network tensorflow tfjs threejs visualization

Last synced: 14 May 2025

https://github.com/mdbloice/augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 13 May 2025

https://github.com/mdbloice/Augmentor

Image augmentation library in Python for machine learning.

augmentation deep-learning machine-learning neural-networks

Last synced: 01 Apr 2025

https://github.com/multimodal-art-projection/YuE

YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open

ai audio-generation deep-learning foundation-models gpt huggingface llama llms music-generation style-transfers voice-cloning

Last synced: 16 Oct 2025

https://github.com/deeplabcut/deeplabcut

Official implementation of DeepLabCut: Markerless pose estimation of user-defined features with deep learning for all animals incl. humans

animal-pose-estimation behavior-analysis deep-learning deeplabcut feature-detectors keypoint-detection keypoint-tracking labeling-tool pose-estimation toolbox

Last synced: 14 May 2025

https://github.com/fanghua-yu/supir

SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.

deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution

Last synced: 14 May 2025

https://github.com/transcranial/keras-js

Run Keras models in the browser, with GPU support using WebGL

deep-learning javascript keras machine-learning neural-networks tensorflow webgl

Last synced: 14 May 2025

https://github.com/multimodal-art-projection/yue

YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open

ai audio-generation deep-learning foundation-models gpt huggingface llama llms music-generation style-transfers voice-cloning

Last synced: 13 May 2025

https://github.com/minimaxir/textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

deep-learning keras python tensorflow text-generation

Last synced: 14 May 2025

https://github.com/xiaomi/mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

deep-learning hvx machine-learning neon neural-network opencl

Last synced: 14 May 2025

https://github.com/XiaoMi/mace

MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.

deep-learning hvx machine-learning neon neural-network opencl

Last synced: 20 Mar 2025

https://github.com/deep-learning-with-pytorch/dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

deep-learning deep-neural-networks python python3 pytorch

Last synced: 14 May 2025

https://github.com/YaoFANGUK/video-subtitle-extractor

视频硬字幕提取,生成srt文件。无需申请第三方API,本地实现文本识别。基于深度学习的视频字幕提取框架,包含字幕区域检测、字幕内容提取。A GUI tool for extracting hard-coded subtitle (hardsub) from videos and generating srt files.

deep-learning extract hardsub ocr ripper srt subrip subtitles

Last synced: 24 Mar 2025

https://github.com/blei-lab/edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

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

Last synced: 14 May 2025

https://github.com/hzwer/eccv2022-rife

ECCV2022 - Real-Time Intermediate Flow Estimation for Video Frame Interpolation

aigc computer-vision deep-learning slomo-filter video-interpolation

Last synced: 27 Apr 2025

https://github.com/nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 12 Apr 2025

https://github.com/Nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 05 Apr 2025

https://github.com/liuzhuang13/densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

deep-learning

Last synced: 14 May 2025

https://github.com/liuzhuang13/DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

deep-learning

Last synced: 29 Mar 2025

https://github.com/megengine/megengine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 14 May 2025

https://github.com/autogptq/autogptq

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

deep-learning inference large-language-models llms nlp pytorch quantization transformer transformers

Last synced: 08 Apr 2025

https://github.com/MegEngine/MegEngine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

autograd deep-learning gpu machine-learning megengine numpy python tensor

Last synced: 20 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