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/project-monai/monai-deploy-app-sdk

MONAI Deploy App SDK offers a framework and associated tools to design, develop and verify AI-driven applications in the healthcare imaging domain.

ai deep-learning deploy dicom healthcare image-processing machine-learning medical-imaging ml ml-infrastructure ml-platform mlops model-deployment model-serving monai pipeline python pytorch workflow

Last synced: 16 May 2025

https://github.com/scikit-mobility/deepgravity

a PyTorch implementation of the paper "Deep Gravity: enhancing mobility flows generation with deep neural networks and geographic information"

deep-learning flow flow-generator human-mobility mobility mobility-model pytorch

Last synced: 14 Mar 2026

https://github.com/dreamgonfly/Transformer-pytorch

A PyTorch implementation of Transformer in "Attention is All You Need"

deep-learning machine-translation natural-language-processing

Last synced: 28 Apr 2025

https://github.com/awslabs/speech-representations

Code for DeCoAR (ICASSP 2020) and BERTphone (Odyssey 2020)

deep-learning nlp speech-recognition

Last synced: 14 Mar 2025

https://github.com/safellama/plexiglass

A toolkit for detecting and protecting against vulnerabilities in Large Language Models (LLMs).

adversarial-attacks adversarial-machine-learning cybersecurity deep-learning deep-neural-networks machine-learning security

Last synced: 18 Apr 2025

https://github.com/cy69855522/ai-paper-drawer

人工智能论文关键点集结。This project aims to collect key points of AI papers.

ai-papers cv deep-learning gans gcn gnn graph nlp rl

Last synced: 21 Aug 2025

https://qingsongedu.github.io/timeseries-tutorial-kdd-2022/

KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective

anomaly-detection autoscaling data-mining deep-learning forecasting rootcauseanalysis signal-processing time-series

Last synced: 05 May 2025

https://github.com/georg-wolflein/chesscog

Determining chess game state from an image.

chess chess-recognition computer-vision deep-learning pytorch

Last synced: 16 Jan 2026

https://github.com/LukasHedegaard/pytorch-benchmark

Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption

benchmark deep-learning flops gpu jetson python pytorch timing-analysis

Last synced: 22 Jul 2025

https://github.com/iesl/box-embeddings

Box Embeddings as Modules

box-embedding deep-learning machine-learning

Last synced: 16 Mar 2026

https://github.com/cure-lab/deep-active-learning

An implementation of the state-of-the-art Deep Active Learning algorithms

active-learning deep-learning sample-selection

Last synced: 16 Oct 2025

https://github.com/amazon-science/meta-q-learning

Code for the paper "Meta-Q-Learning"( ICLR 2020)

deep-learning meta-learning multi-task-learning reinforcement-learning

Last synced: 03 May 2025

https://github.com/hpcaitech/CachedEmbedding

A memory efficient DLRM training solution using ColossalAI

colossal-ai deep-learning dlrm embeddings nlp pytorch recommandation-system

Last synced: 11 Apr 2025

https://github.com/danmorales/cursods_profdanilo

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

aprendizado-de-maquina ciencia-de-dados data-science deep-learning keras-classification-models keras-layer keras-models keras-neural-networks machine-learning machine-learning-algorithms numpy pandas-dataframe pandas-python scikit-learn scikitlearn-machine-learning scipy tensorflow tensorflow-tutorials

Last synced: 14 Jul 2025

https://github.com/erogol/beauty.torch

Understanding facial beauty with deep learning.

beauty deep-learning face torch

Last synced: 30 Apr 2025

https://github.com/ccextractor/rekognition

Free and Open Source alternative to Amazon's Rekognition service. CCExtractor Development | Poor Man's Rekognition

computer-vision deep-learning django django-rest-framework docker face-detection gsoc image-processing machine-learning machinelearning opencv python rest rest-api tensorflow tensorflow-serving video-processing

Last synced: 21 Aug 2025

https://github.com/microsoft/nnscaler

nnScaler: Compiling DNN models for Parallel Training

compiler deep-learning distributed-training llm machine-learning parallel-computing

Last synced: 05 Apr 2025

https://github.com/ZJUFanLab/scDeepSort

Cell-type Annotation for Single-cell Transcriptomics using Deep Learning with a Weighted Graph Neural Network

annotation cell-type-classification deep-learning gnn graph-neural-network reference-free scrna-seq single-cell transcriptomics

Last synced: 21 Jul 2025

https://github.com/knjcode/mxnet-finetuner

An all-in-one Deep Learning toolkit for image classification to fine-tuning pretrained models using MXNet.

deep-learning deep-neural-networks fine-tuning-cnns machine-learning mxnet

Last synced: 18 Jan 2026

https://shaohua0116.github.io/demo2program/

An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim

deep-learning icml icml-2018 program-synthesis video-analysis

Last synced: 02 May 2025

https://github.com/mdietrichstein/yolo-tiny-v1-mobile

Yolo for Android and iOS - Mobile Deep Learning Object Detection in Realtime written in Kotlin and Swift

android computer-vision deep-learning deep-neural-networks ios keras keras-tensorflow mobile tensorflow

Last synced: 10 Apr 2025

https://github.com/palle-k/DL4S

Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux

autograd automatic-differentiation convolutional-neural-networks deep-learning deep-neural-networks derivatives gradient-descent machine-learning neural-networks optimizers recurrent-networks recurrent-neural-networks swift swift-machine-learning tensor

Last synced: 06 Aug 2025

https://github.com/lucidrains/adam-atan2-pytorch

Implementation of the proposed Adam-atan2 from Google Deepmind in Pytorch

adam artificial-intelligence deep-learning optimizers stability

Last synced: 07 Apr 2025

https://github.com/nvidia/nvimagecodec

A nvImageCodec library of GPU- and CPU- accelerated codecs featuring a unified interface

computer-vision cpp cuda dali data-processing deep-learning fast-data-pipeline gpu image-processing machine-learning nvidia python pytorch

Last synced: 12 Jan 2026

https://github.com/upul/aurora

Minimal Deep Learning library is written in Python/Cython/C++ and Numpy/CUDA/cuDNN.

cplusplus cuda cudnn cython deep-learning python3 system-design

Last synced: 08 May 2025

https://github.com/ayutaz/piper-plus

Multilingual neural TTS (6 languages: JA/EN/ZH/ES/FR/PT) — C++, C# (.NET), Rust, Python SDKs. VITS + Prosody, streaming, CUDA/CoreML/DirectML, custom dictionaries. Install: pip install piper-tts-plus | dotnet tool install PiperPlus.Cli | cargo install piper-plus-cli

cross-platform csharp cuda deep-learning dotnet japanese multilingual nuget onnx pytorch rust speech-synthesis streaming text-to-speech tts vits webassembly

Last synced: 01 Apr 2026

https://github.com/leopiney/tensor-safe

A Haskell framework to define valid deep learning models and export them to other frameworks like TensorFlow JS or Keras.

ai deep-learning dependent-types functional-programming haskell haskell-library machine-learning

Last synced: 21 Oct 2025

https://github.com/guichristmann/edge-tpu-tiny-yolo

Run Tiny YOLO-v3 on Google's Edge TPU USB Accelerator.

deep-learning edge-tpu object-detection usb-accelerator yolov3 yolov3-tiny

Last synced: 21 Apr 2025

https://github.com/wgcban/hypertransformer

[CVPR'22] HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening

attention-mechanism deep-learning hyperspectral-imaging image-fusion multispectral-images pansharpening super-resolution transformers

Last synced: 16 Apr 2025

https://github.com/tnwei/vqgan-clip-app

Local image generation using VQGAN-CLIP or CLIP guided diffusion

clip deep-learning generative-art guided-diffusion image-generation streamlit text2image vqgan-clip

Last synced: 13 Apr 2025

https://github.com/chenxi116/PNASNet.TF

TensorFlow implementation of PNASNet-5 on ImageNet

automl deep-learning imagenet neural-architecture-search tensorflow

Last synced: 29 Mar 2025

https://github.com/gustiks/neuralogic

Deep relational learning through differentiable logic programming.

deep-learning differentiable-programming logic-programming machine-learning relational-learning

Last synced: 13 Apr 2025

https://github.com/baderlab/saber

Saber is a deep-learning based tool for information extraction in the biomedical domain. Pull requests are welcome! Note: this is a work in progress. Many things are broken, and the codebase is not stable.

bioinformatics biomedical-named-entity-recognition biomedical-text-mining deep-learning information-extraction machine-learning spacy

Last synced: 12 Apr 2025

https://github.com/amazon-science/glass-text-spotting

Official implementation for "GLASS: Global to Local Attention for Scene-Text Spotting" (ECCV'22)

attention deep-learning detection ocr text-spotting

Last synced: 03 Sep 2025

https://github.com/takuseno/minerva

An out-of-the-box GUI tool for offline deep reinforcement learning

deep-learning deep-reinforcement-learning offline-rl pytorch

Last synced: 13 Jul 2025

https://github.com/kevinzakka/ibc

A PyTorch implementation of Implicit Behavioral Cloning

behavioral-cloning deep-learning energy-based-model pytorch robotics

Last synced: 17 Jul 2025

https://github.com/lucidrains/multimodal-dit-pytorch

Implementation of a multimodal diffusion transformer in Pytorch

artificial-intelligence audio deep-learning denoising-diffusion transformers video

Last synced: 29 Oct 2025

https://github.com/ajhamdi/mvtn

pytorch implementation of the ICCV'21 paper "MVTN: Multi-View Transformation Network for 3D Shape Recognition"

3d 3d-models classification deep-learning iccv2021 point-cloud pytorch

Last synced: 29 Oct 2025

https://github.com/vitae-transformer/p3m-net

The official repo for [IJCV'23] "Rethinking Portrait Matting with Privacy Preserving"

deep-learning image-matting pytorch vision-transformer

Last synced: 11 Apr 2025

https://github.com/ajhamdi/MVTN

pytorch implementation of the ICCV'21 paper "MVTN: Multi-View Transformation Network for 3D Shape Recognition"

3d 3d-models classification deep-learning iccv2021 point-cloud pytorch

Last synced: 20 Mar 2025

https://github.com/ChristophReich1996/Cell-DETR

Official and maintained implementation of the paper "Attention-Based Transformers for Instance Segmentation of Cells in Microstructures" [BIBM 2020].

attention bibm-2020 cell-detr cell-segmentation deep-learning instance-segmentation synthetic-biology system-biology transformer

Last synced: 06 May 2025

https://github.com/doubangotelecom/ultimatecreditcard-sdk

Bank credit card deep layout analysis, fields extraction and recognition/OCR (ScanToPay) using deep learning

ai android banking credit-card deep-learning fintech ios linux ocr ocr-recognition ocr-sdk payment payment-processing python raspberry-pi recognition scan-tool sdk tensorflow windows

Last synced: 26 Mar 2025

https://github.com/kaistmm/Audio-Mamba-AuM

Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"

audio audio-classification audio-mamba deep-learning mamba pytorch representation-learning speaker-identification speech-classification state-space-model

Last synced: 04 Aug 2025

https://github.com/Z-Zheng/FreeNet

FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624

computer-vision convolutional-neural-network deep-learning geospatial hyperspectral-image-classification remote-sensing

Last synced: 29 Mar 2025

https://github.com/hkust-nlp/dart-math

[NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*

deep-learning llm llm-evaluation llm-inference llm-training mathematics nlp

Last synced: 10 Jul 2025

https://github.com/Ceruleanacg/Learning-Notes

💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.

artifical-neuron-network deep-learning deep-reinforcement-learning

Last synced: 30 Mar 2025

https://github.com/kleinyuan/easy-yolo

Yolo (Real time object detection) model training tutorial with deep learning neural networks

camera darknet deep-learning deep-learning-tutorial labelimg machine-learning multiple-gpu object-detection python real-time training-yolo tutorial yolo

Last synced: 12 Apr 2025

https://github.com/yuanze-lin/revive

[NeurIPS 2022] Official code for REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering

computer-vision deep-learning gpt-3 knowledge-based multimodal-deep-learning neurips2022 ok-vqa pytorch question-answering vision-and-languge vqa

Last synced: 09 Apr 2025

https://github.com/mahmoodlab/sish

Fast and scalable search of whole-slide images via self-supervised deep learning - Nature Biomedical Engineering

bioimage-analysis bioimage-informatics deep-learning fish histology histopathology image-retrieval image-search-engine mahmoodlab pathology vqvae wsi-images

Last synced: 17 Oct 2025

https://github.com/zhaochenyang20/iai_2022

贵系 2022 年人智导全部资料,from homework to course review

deep-learning machine-learning

Last synced: 04 Jul 2025

https://github.com/ChenHongruixuan/SiamCRNN

[IEEE TGRS 2020] Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network

change-detection cnn convolutional-neural-network deep-learning heterogeneous-image lidar-data lstm python recurrent-neural-network remote-sensing tensorflow

Last synced: 19 Jul 2025

https://github.com/xanaduai/graddft

GradDFT is a JAX-based library enabling the differentiable design and experimentation of exchange-correlation functionals using machine learning techniques.

deep-learning density-functional-theory differentiable-computing flax jax pyscf python quantum-chemistry scientific-computing

Last synced: 12 Jul 2025

https://github.com/skylab-tech/ffhqr-dataset

FFHQR -- the first large-scale retouching dataset for computer vision research.

computer-vision dataset deep-learning high-resolution large-scale retouching

Last synced: 25 Jan 2026

https://github.com/bytedance/twist

Official codes: Self-Supervised Learning by Estimating Twin Class Distribution

computer-vision deep-learning pretraining research self-supervised-learning twist

Last synced: 13 Apr 2025

https://github.com/xuyxu/soft-decision-tree

PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.

classification-trees decision-tree deep-learning pytorch tree

Last synced: 14 Apr 2025

https://github.com/coreylowman/llama-dfdx

LLaMa 7b with CUDA acceleration implemented in rust. Minimal GPU memory needed!

cuda deep-learning inference language-model llama neural-network rust rust-lang

Last synced: 13 Apr 2025

https://github.com/kohulan/decimer-image-segmentation

Chemical structure detection and segmentation tool for Journal articles.

chemical-structure decimer-segmentation deep-learning segmented-images segmented-structure-depictions

Last synced: 07 Apr 2025

https://github.com/cyanogenoid/dspn

[NeurIPS 2019] Deep Set Prediction Networks

deep-learning neurips neurips-2019 prediction set

Last synced: 05 May 2025

https://github.com/Gorilla-Lab-SCUT/SSTNet

Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks

3d deep-learning instance-segmentation point-cloud superpoint

Last synced: 20 Mar 2025

https://github.com/anurag/fastai-course-1

Docker environment for fast.ai Deep Learning Course 1 at http://course.fast.ai

deep-learning docker fastai jupyter notebook nvidia-docker

Last synced: 16 Mar 2025

https://github.com/zhaochenyang20/IAI_2022

贵系 2022 年人智导全部资料,from homework to course review

deep-learning machine-learning

Last synced: 13 Apr 2025

https://github.com/dabit3/react-native-deep-linking

Deep Linking set up in a React Native App

deep-learning react react-native reactjs reactnative

Last synced: 17 Nov 2025

https://github.com/anibali/margipose

3D monocular human pose estimation

deep-learning pose-estimation pytorch

Last synced: 09 Mar 2026

https://github.com/NVIDIA-ISAAC-ROS/isaac_ros_dnn_stereo_depth

NVIDIA-accelerated, deep learned stereo disparity estimation

deep-learning gpu jetson nvidia ros2 ros2-humble stereo-camera

Last synced: 24 Mar 2025

https://github.com/project-monai/monai-deploy

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

ai ai-application-deployment ai-application-development deep-learning dicom fhir guidelines healthcare inference machine-learning medical-imaging ml-platform mlops monai open-standard pathology python pytorch radiology

Last synced: 15 Aug 2025

https://github.com/xiaohang007/SLICES

SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications] MatterGPT, SLICES-PLUS

crystal crystallography deep-learning machine-learning materials-informatics materials-science representation smiles

Last synced: 11 Apr 2025

https://github.com/lukashedegaard/pytorch-benchmark

Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption

benchmark deep-learning flops gpu jetson python pytorch timing-analysis

Last synced: 08 Oct 2025

https://github.com/ailab-cvc/m2pt

[CVPR'24] Multimodal Pathway: Improve Transformers with Irrelevant Data from Other Modalities

artificial-intelligence deep-learning multimodal transformers

Last synced: 25 Jul 2025

https://github.com/Rohith04MVK/AI-Art-Generator

A program that can add an artistic touch to any image.

ai art deep-learning machine-learning style-transfer tensorflow2 vgg19

Last synced: 29 Apr 2025

https://github.com/tbepler/prose

Multi-task and masked language model-based protein sequence embedding models.

deep-learning language-model protein-embedding protein-sequences representation-learning sequence-embedding

Last synced: 11 Sep 2025

https://github.com/imatge-upc/sentiment-2017-imavis

From Pixels to Sentiment: Fine-tuning CNNs for Visual Sentiment Prediction

affective-computing cnn computer-vision deep-learning fine-tuning-cnns sentiment sentiment-maps

Last synced: 11 May 2025

https://github.com/abhshkdz/neural-vqa-attention

:question: Attention-based Visual Question Answering in Torch

computer-vision deep-learning natural-language-processing torch

Last synced: 15 Apr 2025

https://github.com/blaisewf/rvc-cli

🚀 RVC + UVR = A perfect set of tools for voice cloning, easily and free!

ai api cli deep-learning pytorch rvc vc vits voice voice-conversion voiceconversion

Last synced: 12 Apr 2025

https://github.com/Shathe/MNasNet-Keras-Tensorflow

A Tensorflow Keras implementation (Graph and eager execution) of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.

architecture-search deep-learning eager-execution keras mnasnet tensorflow

Last synced: 29 Mar 2025

https://github.com/osai-ai/dokai

Collection of Docker images for ML/DL and video processing projects

cuda deep-learning docker docker-image ffmpeg opencv python pytorch tensorrt video-processing

Last synced: 04 Apr 2025

https://github.com/TuragaLab/DECODE

This is the official implementation of our publication "Deep learning enables fast and dense single-molecule localization with high accuracy" (Nature Methods)

deep-learning gpu high-density localization-microscopy microscopy pytorch smlm

Last synced: 07 May 2025

https://github.com/xiaohang007/slices

SLICES: An Invertible, Invariant, and String-based Crystal Representation [2023, Nature Communications] MatterGPT, SLICES-PLUS

crystal crystallography deep-learning machine-learning materials-informatics materials-science representation smiles

Last synced: 05 Apr 2025

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

Modular, scalable library to train ML models

deep-learning jax python

Last synced: 16 May 2025

https://github.com/doocs/deep-learning

🙃 深度学习实践与知识总结

ai deep-learning deep-neural-networks doocs pytorch tensorflow

Last synced: 13 Aug 2025

Deep learning Awesome Lists
awesome-datascience 944 awesome-deep-learning 598 awesome-deep-learning-papers 238 awesome-production-machine-learning 548 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 1,525 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-Deblurring 444 awesome-anomaly-detection 138 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-deep-trading 94 awesome-backbones 82 Awesome-Dataset-Distillation 351 awesome-diarization 183 awesome-radar-perception 559