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/trusted-ai/aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai

Last synced: 07 Apr 2026

https://github.com/lucidrains/big-sleep

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

artificial-intelligence deep-learning generative-adversarial-networks multimodality text-to-image

Last synced: 14 May 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: 15 May 2025

https://github.com/torch-points3d/torch-points3d

Pytorch framework for doing deep learning on point clouds.

deep-learning kpconv minkowskiengine point-cloud pointnet pytorch s3dis scannet segmentation

Last synced: 14 May 2025

https://github.com/knazeri/edge-connect

EdgeConnect: Structure Guided Image Inpainting using Edge Prediction, ICCV 2019 https://arxiv.org/abs/1901.00212

canny-edge-detection deep-learning edgeconnect gans generative-adversarial-network image-inpainting pytorch

Last synced: 15 May 2025

https://github.com/ModelTC/lightllm

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

deep-learning gpt llama llm model-serving nlp openai-triton

Last synced: 20 Mar 2025

https://github.com/rom1504/clip-retrieval

Easily compute clip embeddings and build a clip retrieval system with them

ai clip deep-learning knn multimodal semantic-search

Last synced: 14 May 2025

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

Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch

artificial-intelligence attention-mechanisms audio-synthesis deep-learning transformers

Last synced: 13 May 2025

https://github.com/harleyszhang/cv_note

记录cv算法工程师的成长之路,分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/

computer-vision cpp11 deep-learning interview-questions machine-learning-algorithms python3

Last synced: 14 May 2025

https://github.com/gordicaleksa/pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation self-attention

Last synced: 15 May 2025

https://github.com/wzhe06/SparrowRecSys

A Deep Learning Recommender System

deep-learning machine-learning recommender-system

Last synced: 27 Apr 2025

https://github.com/GeorgeSeif/Semantic-Segmentation-Suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

computer-vision dataset deep-learning densenet encoder-decoder epoch iou python refinenet segmentation semantic-segmentation semantic-segmentation-models tensorflow upsampling

Last synced: 28 Mar 2025

https://github.com/georgeseif/semantic-segmentation-suite

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

computer-vision dataset deep-learning densenet encoder-decoder epoch iou python refinenet segmentation semantic-segmentation semantic-segmentation-models tensorflow upsampling

Last synced: 27 Sep 2025

https://github.com/wzhe06/sparrowrecsys

A Deep Learning Recommender System

deep-learning machine-learning recommender-system

Last synced: 11 Apr 2025

https://github.com/ddz16/TSFpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

deep-learning deep-neural-networks paper-lists rnn spatial-temporal-forecasting spatio-temporal spatio-temporal-data spatio-temporal-prediction tcn time-series time-series-analysis time-series-forecasting time-series-models time-series-prediction transformer

Last synced: 01 May 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: 15 May 2025

https://github.com/young-geng/easylm

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

chatbot deep-learning flax jax language-model large-language-models llama natural-language-processing transformer

Last synced: 15 May 2025

https://github.com/meta-pytorch/torchrec

Pytorch domain library for recommendation systems

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

Last synced: 15 Feb 2026

https://github.com/abhineet123/deep-learning-for-tracking-and-detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

code-collection deep-learning detection object-detection optical-flow paper-collection papers segmentation tracking tracking-by-detection

Last synced: 25 Mar 2025

https://github.com/abhineet123/Deep-Learning-for-Tracking-and-Detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

code-collection deep-learning detection object-detection optical-flow paper-collection papers segmentation tracking tracking-by-detection

Last synced: 20 Mar 2025

https://github.com/gordicaleksa/pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

attention attention-mechanism deep-learning gat gat-tutorial graph-attention-network graph-attention-networks jupyter python pytorch pytorch-gat pytorch-implementation self-attention

Last synced: 01 May 2025

https://github.com/automl/auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

automl deep-learning pytorch tabular-data

Last synced: 14 May 2025

https://github.com/Trusted-AI/AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai

Last synced: 27 Mar 2025

https://github.com/automl/Auto-PyTorch

Automatic architecture search and hyperparameter optimization for PyTorch

automl deep-learning pytorch tabular-data

Last synced: 01 Apr 2025

https://github.com/young-geng/EasyLM

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

chatbot deep-learning flax jax language-model large-language-models llama natural-language-processing transformer

Last synced: 14 Mar 2025

https://github.com/coqui-ai/stt

🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

asr automatic-speech-recognition deep-learning speech-recognition speech-recognition-api speech-recognizer speech-to-text stt tensorflow voice-recognition

Last synced: 14 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: 26 Mar 2025

https://github.com/curiousily/getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 15 May 2025

https://github.com/onnx/tensorflow-onnx

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

convert deep-learning export keras onnx tensorflow tensorflowjs tflite

Last synced: 20 Feb 2026

https://github.com/curiousily/Getting-Things-Done-with-Pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

anomaly-detection bert computer-vision coronavirus deep-learning face-detection face-recognition lstm machine-learning nlp object-detection pytorch sentiment-analysis time-series time-series-anomaly-detection time-series-forecasting transfer-learning transformer tutorial yolo

Last synced: 06 Apr 2025

https://rom1504.github.io/clip-retrieval/?back=https%3A%2F%2Fknn5.laion.ai&index=laion5B&useMclip=false

Easily compute clip embeddings and build a clip retrieval system with them

ai clip deep-learning knn multimodal semantic-search

Last synced: 08 May 2025

https://github.com/nvidia/transformerengine

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

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

Last synced: 24 Feb 2026

https://github.com/sthalles/simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

contrastive-loss deep-learning machine-learning pytorch pytorch-implementation representation-learning simclr torchvision unsupervised-learning

Last synced: 15 May 2025

https://github.com/asyml/texar

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

bert casl-project data-processing deep-learning dialog-systems gpt-2 machine-learning machine-translation natural-language-processing python tensorflow texar text-data text-generation xlnet

Last synced: 14 May 2025

https://github.com/opennmt/opennmt

Open Source Neural Machine Translation in Torch (deprecated)

deep-learning lua machine-translation neural-machine-translation opennmt torch

Last synced: 03 Oct 2025

https://github.com/OpenNMT/OpenNMT

Open Source Neural Machine Translation in Torch (deprecated)

deep-learning lua machine-translation neural-machine-translation opennmt torch

Last synced: 09 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: 15 May 2025

https://github.com/mravanelli/pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

asr deep-learning deep-neural-networks dnn dnn-hmm gru kaldi lstm lstm-neural-networks multilayer-perceptron-network pytorch recurrent-neural-networks rnn rnn-model speech speech-recognition timit

Last synced: 15 May 2025

https://github.com/aws-samples/aws-machine-learning-university-accelerated-nlp

Machine Learning University: Accelerated Natural Language Processing Class

deep-learning gluon machine-learning mxnet natural-language-processing python sklearn

Last synced: 14 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: 14 May 2025

https://github.com/coqui-ai/STT

🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

asr automatic-speech-recognition deep-learning speech-recognition speech-recognition-api speech-recognizer speech-to-text stt tensorflow voice-recognition

Last synced: 15 Mar 2025

https://github.com/ogkalu2/comic-translate

Desktop app for automatically translating comics - BDs, Manga, Manhwa, Fumetti and more in a variety of formats (Image, Pdf, Epub, cbr, cbz, etc) and in multiple languages.

anime comics computer-vision deep-learning gui inpainting machine-translation manga manhua manhwa neural-network ocr pyside6 python pytorch segmentation text-detection text-segmentation translation webtoons

Last synced: 06 Feb 2026

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

The PyTorch-based audio source separation toolkit for researchers

audio-separation deep-learning pretrained-models pytorch source-separation speech-enhancement speech-separation

Last synced: 12 May 2025

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: 09 Apr 2025

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

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

deep-learning nlp tensorflow

Last synced: 15 May 2025

https://github.com/deeplearningturkiye/turkce-yapay-zeka-kaynaklari

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

caffe convolutional-neural-networks deep-learning derin-ogrenme dogal-dil-isleme keras machine-learning makine-ogrenmesi natural-language-processing pytorch tensorflow yapay-zeka

Last synced: 15 May 2025

https://github.com/hitsz-ids/synthetic-data-generator

SDG is a specialized framework designed to generate high-quality structured tabular data.

agent data-generator deep-learning gan generative-ai llm machine-learning privacy synthetic-data tabular-data

Last synced: 13 May 2025

https://github.com/salesforce/decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

deep-learning multitask-learning natural-language-processing

Last synced: 09 May 2025

https://github.com/salesforce/decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deep-learning multitask-learning natural-language-processing

Last synced: 14 Apr 2025

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

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

deep-learning equinox jax neural-networks

Last synced: 25 Jan 2026

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: 14 May 2025

https://github.com/virginiakm1988/ml2022-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

deep-learning machine-learning

Last synced: 15 May 2025

https://github.com/google/tangent

Source-to-Source Debuggable Derivatives in Pure Python

autodiff automatic-differentiation deep-learning machine-learning

Last synced: 29 Sep 2025

https://github.com/creatcodebuild/tensorflow-and-deeplearning-tutorial

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning deep-learning-tutorial tensorboard tensorflow

Last synced: 15 May 2025

https://github.com/CreatCodeBuild/TensorFlow-and-DeepLearning-Tutorial

A TensorFlow & Deep Learning online course I taught in 2016

deep-learning deep-learning-tutorial tensorboard tensorflow

Last synced: 15 Apr 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 Jul 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: 15 May 2025

https://github.com/IntelLabs/coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow

Last synced: 28 Mar 2025

https://github.com/intellabs/coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow

Last synced: 01 Oct 2025

https://github.com/gluon-api/gluon-api

A clear, concise, simple yet powerful and efficient API for deep learning.

deep-learning deep-learning-framework deep-learning-tutorial gluon imperative-programming neural-network neural-networks

Last synced: 15 May 2025

https://github.com/megvii-research/ICCV2019-LearningToPaint

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

computer-vision deep-learning painting pytorch reinforcement-learning

Last synced: 17 Aug 2025

https://github.com/quic/aimet

AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.

auto-ml compression deep-learning deep-neural-networks machine-learning network-compression network-quantization open-source opensource pruning quantization

Last synced: 02 Apr 2026

https://github.com/facebookresearch/habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

ai computer-vision deep-learning deep-reinforcement-learning python reinforcement-learning research robotics sim2real simulator

Last synced: 07 May 2026

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: 16 Jul 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: 05 Oct 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-Diffusion-Models-in-Medical-Imaging 572 Awesome-World-Model 725 Awesome-FL 4,069 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 182 awesome-deep-trading 94 awesome-radar-perception 559