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Awesome

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://poets-ai.github.io/elegy/

A High Level API for Deep Learning in JAX

deep-learning jax

Last synced: 13 May 2025

https://github.com/ErlerPhilipp/points2surf

Learning Implicit Surfaces from Point Clouds (ECCV 2020)

deep-learning point-cloud surface-reconstruction

Last synced: 20 Mar 2025

https://github.com/vitae-transformer/vitae-transformer-remote-sensing

A comprehensive list [SAMRS@NeurIPS'23, RVSA@TGRS'22, RSP@TGRS'22] of our research works related to remote sensing, including papers, codes, and citations. Note: The repo for [TGRS'22] "An Empirical Study of Remote Sensing Pretraining" has been moved to: https://github.com/ViTAE-Transformer/RSP

change-detection classification deep-learning object-detection remote-sensing self-supervised-learning semantic-segmentation transfer-learning vision-transformer

Last synced: 25 Jan 2026

https://github.com/MegEngine/MegCC

MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器

arm compiler deep-learning high-performance machine-learning mlir model-compiler

Last synced: 19 Mar 2025

https://github.com/thuml/Nonstationary_Transformers

Code release for "Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting" (NeurIPS 2022), https://arxiv.org/abs/2205.14415

deep-learning forecasting non-stationary time-series

Last synced: 03 Oct 2025

https://github.com/luyanger1799/Amazing-Semantic-Segmentation

Amazing Semantic Segmentation on Tensorflow && Keras (include FCN, UNet, SegNet, PSPNet, PAN, RefineNet, DeepLabV3, DeepLabV3+, DenseASPP, BiSegNet)

computer-vision deep-learning keras-tensorflow semantic-segmentation tensorflow

Last synced: 01 Apr 2025

https://github.com/harleyszhang/dl_note

深度学习系统笔记，包含深度学习数学基础知识、神经网络基础部件详解、深度学习炼丹策略、模型压缩算法详解。

activation-functions cnn convolutional-neural-networks cpp deep-learning inference-framework loss-functions machine-learning python pytorch

Last synced: 15 May 2025

https://github.com/YuanGongND/ltu

Code, Dataset, and Pretrained Models for Audio and Speech Large Language Model "Listen, Think, and Understand".

audio audio-processing deep-learning large-language-models speech-recognition

Last synced: 24 Jan 2026

https://github.com/youssefhosni/data-science-handbook

A curated list of data science educational resources for essential data science skills

computer-science data-science deep-learning machine-learning statistics

Last synced: 01 Feb 2026

https://github.com/sinAshish/Multi-Scale-Attention

Code for our paper "Multi-scale Guided Attention for Medical Image Segmentation"

attention-mechanism biomedical-image-analysis deep-learning encoder-decoder pytorch

Last synced: 09 May 2025

https://github.com/thuml/xlearn

Transfer Learning Library

deep-learning transfer-learning

Last synced: 20 Jun 2025

https://github.com/smistad/fast

A framework for high-performance medical image processing, neural network inference and visualization

deep-learning digital-pathology gpu-computing image-processing medical-imaging opencl parallel-computing python streaming ultrasound visualization

Last synced: 13 Apr 2025

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

Implementation of E(n)-Equivariant Graph Neural Networks, in Pytorch

artificial-intelligence deep-learning equivariance graph-neural-network

Last synced: 14 May 2025

https://github.com/aamini/evidential-deep-learning

Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

confidence deep-learning evidence neural-network neurips-2020 pytorch tensorflow uncertainty

Last synced: 04 Apr 2025

https://github.com/ematvey/hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

deep-learning document-classification hierarchical-attention-networks machine-learning nlp tensorflow

Last synced: 04 Feb 2026

https://github.com/lucidrains/e2-tts-pytorch

Implementation of E2-TTS, "Embarrassingly Easy Fully Non-Autoregressive Zero-Shot TTS", in Pytorch

artificial-intelligence deep-learning text-to-speech

Last synced: 14 May 2025

https://github.com/ChenHongruixuan/ChangeDetectionRepository

This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, such as SiamCRNN, DSFA, and some FCN-based methods.

change-detection deep-learning image-processing multi-temporal python remote-sensing

Last synced: 30 Mar 2025

https://github.com/jankrepl/mltype

Command line tool for improving typing skills (programmers friendly)

deep-learning machine-learning touch-typing typing typing-practice typing-trainer typingspeedtest

Last synced: 17 Jan 2026

https://github.com/cvondrick/soundnet

SoundNet: Learning Sound Representations from Unlabeled Video. NIPS 2016

computer-vision deep-learning sound

Last synced: 27 Jan 2026

https://github.com/RaivoKoot/Video-Dataset-Loading-Pytorch

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

action-recognition dataloader deep-learning machine-learning pytorch video-dataset videos

Last synced: 23 Apr 2025

https://github.com/petercunha/emotion

:smile: Recognizes human faces and their corresponding emotions from a video or webcam feed. Powered by OpenCV and Deep Learning.

deep-learning emotion-recognition facial-recognition opencv tensorflow

Last synced: 05 Apr 2025

https://github.com/binga/cloud-gpus

This repository contains information about Cloud GPU offerings for Machine Learning practitioners.

cloud-gpu colaboratory credits deep-learning gpu kaggle-scripts machine-learning

Last synced: 07 Apr 2025

https://github.com/petercunha/Emotion

:smile: Recognizes human faces and their corresponding emotions from a video or webcam feed. Powered by OpenCV and Deep Learning.

deep-learning emotion-recognition facial-recognition opencv tensorflow

Last synced: 27 Mar 2025

https://github.com/raivokoot/video-dataset-loading-pytorch

Generic PyTorch dataset implementation to load and augment VIDEOS for deep learning training loops.

action-recognition dataloader deep-learning machine-learning pytorch video-dataset videos

Last synced: 12 Apr 2025

https://github.com/thuml/Xlearn

Transfer Learning Library

deep-learning transfer-learning

Last synced: 07 May 2025

https://github.com/pymc-devs/pytensor

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

ai bayesian-inference computational-science deep-learning statistics

Last synced: 01 Mar 2026

https://github.com/jiawangbian/sc_depth_pl

SC-Depth (V1, V2, and V3) for Unsupervised Monocular Depth Estimation Webpage:https://jiawangbian.github.io/sc_depth_pl/

computer-vision deep-learning depth-estimation pose-estimation self-supervised-learning

Last synced: 05 Apr 2025

https://github.com/memo/ofxmsatensorflow

C++ openframeworks addon and examples integrating Google's TensorFlow numerical computation and machine learning library

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks machine-learning openframeworks openframeworks-addon tensorflow

Last synced: 05 Apr 2025

https://github.com/Guitaricet/relora

Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates

deep-learning distributed-training llama nlp peft transformer

Last synced: 22 Jul 2025

https://github.com/memo/ofxMSATensorFlow

C++ openframeworks addon and examples integrating Google's TensorFlow numerical computation and machine learning library

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks machine-learning openframeworks openframeworks-addon tensorflow

Last synced: 10 Apr 2025

https://github.com/pykale/pykale

Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!

computer-vision data-science deep-learning domain-adaptation graph-analysis knowledge-aware-learning machine-learning medical-image-analysis meta-learning multimodal multimodal-learning python pytorch transfer-learning

Last synced: 10 May 2026

https://github.com/ploomber/sklearn-evaluation

Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.

data-science deep-learning jupyter-notebook machine-learning pytorch scikit-learn sklearn tensorflow

Last synced: 13 Apr 2025

https://github.com/opendrivelab/persformer_3dlane

[ECCV 2022 Oral] Perspective Transformer on 3D Lane Detection

3d-lane-detection autonomous-driving computer-vision deep-learning lane-detection

Last synced: 05 Apr 2025

https://github.com/extreme-assistant/survey-computer-vision-2020

2020-2021年计算机视觉综述论文分方向整理

computer-vision deep-learning machine-learning paper review survey

Last synced: 16 Feb 2026

https://github.com/conceptofmind/LaMDA-rlhf-pytorch

Open-source pre-training implementation of Google's LaMDA in PyTorch. Adding RLHF similar to ChatGPT.

artificial-intelligence attention-mechanism deep-learning human-feedback machine-learning reinforcement-learning transformers

Last synced: 29 Mar 2025

https://github.com/jina-ai/examples

Jina examples and demos to help you get started

deep-learning examples jina neural-search nlp onboarding python semantic-search tutorials

Last synced: 30 Mar 2025

https://github.com/OpenDriveLab/PersFormer_3DLane

[ECCV 2022 Oral] Perspective Transformer on 3D Lane Detection

3d-lane-detection autonomous-driving computer-vision deep-learning lane-detection

Last synced: 20 Mar 2025

https://github.com/huggingface/audio-transformers-course

The Hugging Face Course on Transformers for Audio

audio deep-learning hacktoberfest transformers

Last synced: 14 Oct 2025

https://github.com/dfdazac/wassdistance

Approximating Wasserstein distances with PyTorch

deep-learning machine-learning optimal-transport pytorch

Last synced: 01 May 2025

https://github.com/clovaai/rexnet

Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models

deep-learning image-classification imagenet object-detection pretrained-model pytorch rexnet transfer-learning

Last synced: 05 Apr 2025

https://github.com/afiaka87/clip-guided-diffusion

A CLI tool/python module for generating images from text using guided diffusion and CLIP from OpenAI.

artificial-intelligence deep-learning diffusion image-generation multimodal multimodality openai openai-clip text-to-image text-to-image-synthesis

Last synced: 05 Aug 2025

https://github.com/chekoduadarsh/blocklyml

BlocklyML is a simple visual programming Tool for python and ML. 🧩 🖥️

blockly blockly-games deep-learning hacktoberfest javascript machine-learning pycaret python scikit-learn sklearn tensorflow

Last synced: 05 Apr 2025

https://github.com/cnstark/pytorch-docker

Pure Pytorch Docker Images.

centos cuda deep-learning docker nvidia pytorch ubuntu

Last synced: 06 Oct 2025

https://github.com/vanvalenlab/deepcell-tf

Deep Learning Library for Single Cell Analysis

cell-biology deep-learning instance-segmentation tensorflow

Last synced: 16 May 2025

https://github.com/Gladiator07/Harvestify

A machine learning based website that recommends the best crop to grow, fertilizers to use, and the diseases caught by your crops.

computer-vision crop-recommendation crops deep-learning fertilizer-recommendation fertilizers machinelearning precisionagriculture

Last synced: 05 May 2025

https://github.com/lucidrains/mmdit

Implementation of a single layer of the MMDiT, proposed in Stable Diffusion 3, in Pytorch

artificial-intelligence attention-mechanisms deep-learning multi-modal-attention

Last synced: 18 Jan 2026

https://github.com/materialyzeai/maml

Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.

deep-learning machine-learning machine-learning-force-field materials-discovery materials-science spectroscopy

Last synced: 07 Mar 2026

https://github.com/mlnlp-world/simbiber

MLNLP社区用来帮助缩短参考文献的工具。A tool for simplifying bibtex with official info

deep-learning latex machine-learning mlnlp natural-language-processing python

Last synced: 07 Apr 2025

https://github.com/MLNLP-World/SimBiber

MLNLP社区用来帮助缩短参考文献的工具。A tool for simplifying bibtex with official info

deep-learning latex machine-learning mlnlp natural-language-processing python

Last synced: 01 May 2025

https://github.com/zeusees/hypervid

开源移动端车型识别 Mobile Plateform Vehicle Identification Model

deep-learning mobile-platform vehicle-identification

Last synced: 06 Apr 2025

https://github.com/sacmehta/ESPNetv2

A light-weight, power efficient, and general purpose convolutional neural network

cnn convolutional-neural-networks deep-learning efficient imagenet lightweight machine-learning pytorch semantic-segmentation

Last synced: 28 Mar 2025

https://github.com/petuum/adaptdl

Resource-adaptive cluster scheduler for deep learning training.

aws cloud deep-learning distributed-systems distributed-training kubernetes machine-learning pytorch

Last synced: 04 Oct 2025

https://github.com/aminehorseman/facial-expression-recognition-using-cnn

Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream

cnn cnn-classification deep-learning facial-expression-recognition facial-landmarks fer2013 hog-features image-classification images machine-learning opencv python tensorflow tflearn

Last synced: 05 Apr 2025

https://github.com/Emotional-Text-to-Speech/dl-for-emo-tts

:computer: :robot: A summary on our attempts at using Deep Learning approaches for Emotional Text to Speech :speaker:

affective-computing dc-tts deep-learning emotional-tts lj-speech ravdess speech-synthesis tacotron tacotron-models tts

Last synced: 29 Apr 2025

https://github.com/megvii-research/megvii-pku-dl-course

Homepage for the joint course of Megvii Inc. and Peking University on Deep Learning.

deep-learning peking-university

Last synced: 01 Feb 2026

https://github.com/vanderschaarlab/mlforhealthlabpub

Machine Learning and Artificial Intelligence for Medicine.

deep-learning healthcare machine-learning

Last synced: 12 Apr 2025

https://github.com/dcai-course/dcai-lab

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽‍💻

course data-centric-ai data-science deep-learning homework lab machine-learning

Last synced: 26 Mar 2025

https://github.com/raoyongming/GFNet

[NeurIPS 2021] [T-PAMI] Global Filter Networks for Image Classification

computer-vision deep-learning image-classification image-recognition vision-transformer

Last synced: 08 May 2025

https://github.com/amineHorseman/facial-expression-recognition-using-cnn

Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream

cnn cnn-classification deep-learning facial-expression-recognition facial-landmarks fer2013 hog-features image-classification images machine-learning opencv python tensorflow tflearn

Last synced: 14 Mar 2025

https://github.com/gemengtju/Tutorial_Separation

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

deep-learning deep-neural-networks signal-processing speech-analysis speech-processing speech-separation

Last synced: 01 Apr 2025

https://github.com/shenweichen/DSIN

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

advertising-dataset click-through-rate ctr deep-learning dien din dsin ijcai recommender-system session-based-recommendation-system

Last synced: 20 Jul 2025

https://github.com/vlgiitr/DL_Topics

List of DL topics and resources essential for cracking interviews

computer-vision deep-learning generative-models linear-algebra natural-language-processing probability-statistics

Last synced: 01 May 2025

https://github.com/JunweiLiang/Object_Detection_Tracking

Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

activity-detection computer-vision deep-learning detection-tracking efficientdet maskrcnn multi-camera multi-camera-tracking multi-camera-vehicle-reid object-detection reid surveillance-videos tracking tracking-detection video-object-detection video-object-tracking

Last synced: 07 Apr 2025

https://github.com/junweiliang/object_detection_tracking

Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

activity-detection computer-vision deep-learning detection-tracking efficientdet maskrcnn multi-camera multi-camera-tracking multi-camera-vehicle-reid object-detection reid surveillance-videos tracking tracking-detection video-object-detection video-object-tracking

Last synced: 05 Apr 2025

https://github.com/thushv89/attention_keras

Keras Layer implementation of Attention for Sequential models

deep-learning keras lstm rnn tensorflow

Last synced: 13 Apr 2025

https://github.com/abdur75648/deep-learning-specialization-coursera

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

andrew-ng andrew-ng-machine-learning computer-vision convolutional-neural-networks coursera deep-learning deep-learning-andrew-ng deep-learning-coursera deep-learning-specialization face-recognition lstm machine-learning neural-networks nlp object-detection recurrent-neural-networks tensorflow transformer-architecture unet-segmentation updated

Last synced: 04 Apr 2025

https://github.com/sthanhng/yoloface

Deep learning-based Face detection using the YOLOv3 algorithm (https://github.com/sthanhng/yoloface)

artificial-intelligence deep-learning face-detection machine-learning opencv real-time-face-detection yolo yolov3

Last synced: 21 Apr 2025

https://github.com/mdietrichstein/tensorflow-open_nsfw

Tensorflow Implementation of Yahoo's Open NSFW Model

caffe deep-learning deep-neural-networks tensorflow tensorflow-models

Last synced: 05 Apr 2025

https://github.com/shenweichen/dsin

Code for the IJCAI'19 paper "Deep Session Interest Network for Click-Through Rate Prediction"

advertising-dataset click-through-rate ctr deep-learning dien din dsin ijcai recommender-system session-based-recommendation-system

Last synced: 05 Apr 2025

https://github.com/patwie/tensorflow-cmake

TensorFlow examples in C, C++, Go and Python without bazel but with cmake and FindTensorFlow.cmake

c cmake cpp cuda deep-learning golang inference opencv tensorflow tensorflow-cc tensorflow-cmake tensorflow-examples tensorflow-gpu

Last synced: 06 Apr 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 1,102 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 183 awesome-deep-trading 94 awesome-radar-perception 559
Deep learning Categories
Papers 8,796 Uncategorized 8,658 fl in top-tier journal 3,220 Books 2,485 A01_文本生成_文本对话 2,389 **Literature and Codes** 2,262 Repos 1,845 NLP 1,807 Conference Papers 1,656 Table of Contents 1,633 fl in top ml conference and journal 1,564 Year 2022 1,438 Publications-and-Preprints 1,154 Attack 1,065 Deep Learning 1,043 Research Papers 948 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 856 Researchers 830