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/tensorflow/tensorflow

An Open Source Machine Learning Framework for Everyone

deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow

Last synced: 09 Sep 2025

https://github.com/huggingface/transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

audio deep-learning deepseek gemma glm hacktoberfest llm machine-learning model-hub natural-language-processing nlp pretrained-models python pytorch pytorch-transformers qwen speech-recognition transformer vlm

Last synced: 02 Apr 2026

https://github.com/pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

autograd deep-learning gpu machine-learning neural-network numpy python tensor

Last synced: 12 May 2025

https://github.com/opencv/opencv

Open Source Computer Vision Library

c-plus-plus computer-vision deep-learning image-processing opencv

Last synced: 16 Dec 2025

https://github.com/d2l-ai/d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python

Last synced: 12 May 2025

https://github.com/labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attention deep-learning deep-learning-tutorial gan literate-programming lora machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers

Last synced: 17 Nov 2025

https://github.com/dair-ai/prompt-engineering-guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

chatgpt deep-learning generative-ai language-model openai prompt-engineering

Last synced: 09 Sep 2025

https://github.com/corentinj/real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

deep-learning python pytorch tensorflow tts voice-cloning

Last synced: 14 May 2025

https://github.com/CorentinJ/Real-Time-Voice-Cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

deep-learning python pytorch tensorflow tts voice-cloning

Last synced: 14 Mar 2025

https://github.com/aymericdamien/tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

deep-learning examples machine-learning python tensorflow tutorial

Last synced: 13 May 2025

https://github.com/dair-ai/Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

chatgpt deep-learning language-model openai prompt-engineering

Last synced: 14 Mar 2025

https://github.com/aymericdamien/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

deep-learning examples machine-learning python tensorflow tutorial

Last synced: 14 Mar 2025

https://github.com/gradio-app/gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface interface machine-learning models python python-notebook ui ui-components

Last synced: 12 Jun 2026

https://github.com/floodsung/deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning

Last synced: 10 May 2025

https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-learning

Last synced: 26 Mar 2025

https://github.com/deepspeedai/deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero

Last synced: 15 Jan 2026

https://github.com/microsoft/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero

Last synced: 02 Apr 2025

https://github.com/babysor/mockingbird

🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time

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

Last synced: 21 Feb 2026

https://github.com/tencentarc/gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution

Last synced: 09 Sep 2025

https://github.com/deepspeedai/DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero

Last synced: 19 Oct 2025

https://github.com/naptha/tesseract.js

Pure Javascript OCR for more than 100 Languages 📖🎉🖥

deep-learning javascript ocr tesseract webassembly

Last synced: 12 May 2025

https://github.com/babysor/MockingBird

🚀AI拟声: 5秒内克隆您的声音并生成任意语音内容 Clone a voice in 5 seconds to generate arbitrary speech in real-time

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

Last synced: 20 Mar 2025

https://github.com/TencentARC/GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution

Last synced: 14 Mar 2025

https://github.com/bvlc/caffe

Caffe: a fast open framework for deep learning.

deep-learning machine-learning vision

Last synced: 13 May 2025

https://github.com/BVLC/caffe

Caffe: a fast open framework for deep learning.

deep-learning machine-learning vision

Last synced: 14 Mar 2025

https://github.com/yunjey/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

deep-learning neural-networks pytorch pytorch-tutorial

Last synced: 11 May 2025

https://github.com/tatsu-lab/stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

deep-learning instruction-following language-model

Last synced: 12 May 2025

https://github.com/PyTorchLightning/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 17 Aug 2025

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

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 30 Jan 2026

https://github.com/OpenAI/CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-learning machine-learning

Last synced: 21 Jul 2025

https://github.com/Lightning-AI/pytorch-lightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

ai artificial-intelligence data-science deep-learning machine-learning python pytorch

Last synced: 24 Mar 2025

https://github.com/openai/clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-learning machine-learning

Last synced: 13 May 2025

https://github.com/donnemartin/data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano

Last synced: 12 May 2025

https://github.com/mli/paper-reading

深度学习经典、新论文逐段精读

deep-learning paper reading-list

Last synced: 27 Jan 2026

https://github.com/openai/CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

deep-learning machine-learning

Last synced: 16 Mar 2025

https://github.com/fastai/fastai

The fastai deep learning library

colab deep-learning fastai gpu machine-learning notebooks python pytorch

Last synced: 12 May 2025

https://github.com/deezer/spleeter

Deezer source separation library including pretrained models.

audio-processing bass deep-learning deezer drums model pretrained-models python tensorflow vocals

Last synced: 12 May 2025

https://github.com/Deezer/spleeter

Deezer source separation library including pretrained models.

audio-processing bass deep-learning deezer drums model pretrained-models python tensorflow vocals

Last synced: 05 May 2025

https://github.com/bulutyazilim/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science

Last synced: 17 Jun 2025

https://github.com/jaidedai/easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition

Last synced: 17 Nov 2025

https://github.com/mozilla/deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow

Last synced: 12 May 2025

https://github.com/d2l-ai/d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow

Last synced: 08 May 2025

https://github.com/ageron/handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

deep-learning deprecated distributed jupyter-notebook machine-learning ml neural-network python scikit-learn tensorflow

Last synced: 11 May 2025

https://github.com/mozilla/DeepSpeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow

Last synced: 14 Mar 2025

https://github.com/wzmiaomiao/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

bilibili classification deep-learning object-detection pytorch segmentation tensorflow2

Last synced: 13 May 2025

https://github.com/eriklindernoren/ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch

Last synced: 11 May 2025

https://github.com/shap/shap

A game theoretic approach to explain the output of any machine learning model.

deep-learning explainability gradient-boosting interpretability machine-learning shap shapley

Last synced: 11 Dec 2025

https://github.com/WZMIAOMIAO/deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

bilibili classification deep-learning object-detection pytorch segmentation tensorflow2

Last synced: 20 Mar 2025

https://github.com/microsoft/jarvis

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

deep-learning platform pytorch

Last synced: 12 May 2025

https://github.com/microsoft/JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

deep-learning platform pytorch

Last synced: 24 Mar 2025

https://github.com/eriklindernoren/ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch

Last synced: 14 Mar 2025

https://github.com/fastai/fastbook

The fastai book, published as Jupyter Notebooks

book data-science deep-learning fastai machine-learning notebooks python

Last synced: 12 May 2025

https://github.com/JaidedAI/EasyOCR

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition

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-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-backbones 82 Awesome-Dataset-Distillation 346 Awesome-World-Model 715 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559