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/jordibolibar/alpgm

ALpine Parameterized Glacier Model (ALPGM v1.2). Open-source regional glacier evolution model based on deep learning and parametrizations.

deep-learning glacier glacier-modelling surface-mass-balance

Last synced: 05 Jul 2025

https://github.com/llnl/fastcam

A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore National Laboratory.

cnn-visualization deep-learning demo explainable-ai gradcam interpretability pytorch pytorch-gradcam saliency saliency-maps visual-explanations xai

Last synced: 29 Apr 2025

https://github.com/sun-umn/pygranso

PyGRANSO: A PyTorch-enabled port of GRANSO with auto-differentiation

computer-vision data-science deep-learning machine-learning mathematical-software numerical-optimization

Last synced: 14 Jan 2026

https://github.com/nianticlabs/relpose-gnn

[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.

3dv2021 computer-vision deep-learning eth-zurich gnn gnns graph-neural-networks machine-learning machine-vision niantic pose-estimation relative-position relocalisation relocalization ucl

Last synced: 06 Oct 2025

https://github.com/wwu-mmll/deepbet

Fast brain extraction using neural networks

brain-extraction deep-learning neuroimaging python segmentation skull-stripping

Last synced: 14 Jan 2026

https://github.com/fepegar/vesseg

Brain vessel segmentation using 3D convolutional neural networks

brain-vessel-segmentation cnn convolutional-neural-networks deep-learning segmentation

Last synced: 25 Feb 2025

https://github.com/salesforce/query-focused-sum

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

deep-learning machine-learning neural-network nlp question-answering summarization

Last synced: 15 Apr 2025

https://github.com/neulab/extreme-adaptation-for-personalized-translation

Code for the paper "Extreme Adaptation for Personalized Neural Machine Translation"

deep-learning dynet machine-translation

Last synced: 13 Apr 2025

https://github.com/graph-com/gad-nr

[WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction

anomaly-detection auto-encoder deep-learning graph-anomaly-detection graph-neural-networks pytorch unsupervised-learning

Last synced: 27 Jul 2025

https://github.com/bruaristimunha/synthetic-sleep-eeg-signal-generation-using-latent-diffusion-models

Code for the paper published in Deep Generative Models for Health Workshop at the Neurips 2023.

deep-learning eeg generative-monai latent-diffusion-models monai

Last synced: 06 May 2025

https://github.com/showlab/afformer

Affordance Grounding from Demonstration Video to Target Image (CVPR 2023)

deep-learning pytorch

Last synced: 15 Jun 2025

https://github.com/jingangdidi/voice_clone

An OpenVoice-based voice cloning tool, single executable file (~14M), supporting multiple formats without dependencies on ffmpeg, Python, PyTorch, ONNX. 基于OpenVoice的声音克隆工具,免安装的单个可执行文件(~14M),支持多种格式,不依赖ffmpeg、python、pytorch、onnx

audio-processing deep-learning voice-cloning voice-conversion

Last synced: 30 Jun 2026

https://github.com/lucidrains/pause-transformer

Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount of time on any token

adaptive-computation artificial-intelligence attention-mechanisms deep-learning transformers

Last synced: 30 Apr 2025

https://github.com/gregor-mendel-institute/aradeepopsis

A versatile, fully open-source pipeline to extract phenotypic measurements from plant images

arabidopsis-thaliana deep-learning nextflow plant-phenotyping scikit-image semantic-segmentation tensorflow

Last synced: 21 Jun 2025

https://github.com/whyboris/ml-with-python-and-keras

Based off Deep Learning with Python by François Chollet

deep-learning keras machine-learning neural-networks python python3

Last synced: 30 Apr 2025

https://github.com/vra/action-recognition-using-3d-resnet

Use 3D ResNet to extract features of UCF101 and HMDB51 and then classify them.

3d-resnet action-recognition cnn deep-learning extract-features hmdb51 ucf101

Last synced: 12 Apr 2025

https://github.com/dkurt/cvpr2019

Workshop materials for OpenCV day at CVPR 2019 conference

cvpr2019 deep-learning github-pages opencv-js

Last synced: 03 Apr 2025

https://github.com/HSG-AIML/IndustrialSmokePlumeDetection

Code Repository for: "Characterization of Industrial Smoke Plumes from Remote Sensing Data", presented at Tackling Climate Change with Machine Learning workshop at NeurIPS 2020.

deep-learning earth-observation greenhouse-gas-emissions machine-learning pollution-prediction remote-sensing

Last synced: 07 May 2025

https://github.com/xiezhq-hermann/cs231n-2017

My own solutions for Stanford CS231n (2017) assignments

course-project cs231n cs231n-assignment deep-learning pytorch

Last synced: 20 Oct 2025

https://github.com/renato-umeton/automl-in-healthcare-review

Automated machine learning: Review of the state-of-the-art and opportunities for healthcare

automated-machine-learning automl deep-learning healthcare machine-learning

Last synced: 09 Mar 2026

https://github.com/coorung/Finance-World

Optimization techniques on the financial area for the hedging, investment starategies, and risk measures

deep-learning deep-reinforcement-learning finance financial-engineering machine-learning market-microstructure reinforcement-learning risk-management

Last synced: 18 Jun 2026

https://github.com/flyingriverhorse/skyulf

Build and ship production ML pipelines faster: a pipeline library with an optional self-hosted visual layer for modular, reproducible workflows, local testing, and experiment tracking.

celery data-orchestration deep-learning docker-compose experiment-tracking feature-engineering-python local-first low-code machine-learning ml-pipeline ml-platform-workflow mlops mlops-workflow model-deployment model-registry privacy-first react redis self-hosted visual-programming

Last synced: 25 Apr 2026

https://github.com/DanielhCarranza/ml-production-template

This codebase is a starting point to get your Machine Learning project into Production.

deep-learning deep-learning-production

Last synced: 07 May 2025

https://github.com/amirali5/deep-learning

In this repo, all about Deep Learning and I covered both Supervised and Unsupervised Learning Techniques with Practical Implementation. Everything from scratch and I solved a lot of different problems with different Neural Network Architectures.

deep-learning supervised-deep-learning unsupervised-deep-learning

Last synced: 27 Aug 2025

https://github.com/tushar-ml/g2rl-path-planning

Code for G2RL to solve the multi-robot path planning problem in a fully distributed reactive manner.

deep-learning python reinforcement-learning robotics

Last synced: 23 Mar 2025

https://github.com/mnpinto/banet

A deep learning approach for mapping and dating burned areas using temporal sequences of satellite images

artificial-intelligence burned-areas deep-learning viirs wildfires

Last synced: 16 Jan 2026

https://github.com/gizatechxyz/luminair

A zkML framework for ensuring the integrity of computational graphs using Circle STARK proofs

ai deep-learning stark zero-knowledge zk

Last synced: 26 Jun 2025

https://github.com/pvnieo/dpfm

Pytorch code for "DPFM: Deep Partial Functional Maps" - 3DV 2021 (Oral)

3dvision deep-functional-maps deep-learning functional-maps partial-shape-matching python3 pytorch shape-matching

Last synced: 24 Jul 2025

https://github.com/mschrimpf/neural-nlp

[PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing

computational-neuroscience deep-learning ecog fmri human-language natural-language-processing neural-recording

Last synced: 07 Mar 2026

https://github.com/Gregor-Mendel-Institute/aradeepopsis

A versatile, fully open-source pipeline to extract phenotypic measurements from plant images

arabidopsis-thaliana deep-learning nextflow plant-phenotyping scikit-image semantic-segmentation tensorflow

Last synced: 07 May 2025

https://github.com/qengineering/realsr-ncnn-jetson-nano

Award winning RealSR super resolution with ncnn on Jetson Nano

deep-learning jetson-nano ncnn ncnn-framework realsr realsr-ncnn-vulkan super-resolution vulkan

Last synced: 31 Jul 2025

https://github.com/woctezuma/deep-learning-resources

Books, courses, videos and blogs, mostly about Deep Learning.

acm bach blogs books chollet courses cs224n cs228 cs231n deep-learning deepmind distill goodfellow nips videos

Last synced: 13 Apr 2025

https://github.com/matlab-deep-learning/pretrained-yolov8-network-for-object-detection

YOLO v8 training and inference in MATLAB for Object Detection with yolov8n, yolov8s, yolov8m, yolov8l, yolov8x, networks

computer-vision deep-learning image-processing matlab matlab-deep-learning object-detection pretrained-models yolo yolov8

Last synced: 07 May 2025

https://github.com/shaik-sohail-72/network-intrusion-detection-using-deep-learning

Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN web I/O System.

classification cybersecurity deep-learning detect-anomalies knn machine-learning mern-stack mongodb network network-intrusion-detection nids nodejs nsl-kdd reactjs rnn-model tensorflow

Last synced: 12 Apr 2025

https://github.com/KenjiroAI/SynThai

Thai Word Segmentation and Part-of-Speech Tagging with Deep Learning

deep-learning pos-tagging recurrent-neural-networks thai-nlp word-segmentation

Last synced: 10 Mar 2025

https://github.com/jameslahm/labelme

A image annotation software for 2D or 3D images

3d-images deep-learning image-annotation

Last synced: 18 Jan 2026

https://github.com/KrakenAI/SynThai

Thai Word Segmentation and Part-of-Speech Tagging with Deep Learning

deep-learning pos-tagging recurrent-neural-networks thai-nlp word-segmentation

Last synced: 23 Apr 2025

https://github.com/perone/feste

Feste is a free and open-source framework allowing scalable composition of NLP tasks using a graph execution model that is optimized and executed by specialized schedulers.

deep-learning language-model machine-learning nlp

Last synced: 04 Jul 2025

https://github.com/simonfqy/PADME

This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep learning.

cheminformatics convolutional-neural-networks deep-learning

Last synced: 11 May 2025

https://github.com/experiencor/speed-prediction

Use 3D convolutional network to predict the speed of a car via dashcam stream. The final mean squared error on validation set is 3.1 (mile/hour)^2.

convolutional-neural-networks dashcam deep-learning speed-prediction

Last synced: 07 Mar 2026

https://github.com/stefan-m-lenz/BoltzmannMachines.jl

A Julia package for training and evaluating multimodal deep Boltzmann machines

data-science deep-boltzmann-machine deep-learning julia machine-learning neural-networks restricted-boltzmann-machine

Last synced: 04 May 2025

https://github.com/continental/image-statistics-matching

Methods for alignment of global image statistics aimed at unsupervised Domain Adaptation and Data Augmentation

augmentation deep-learning domain-adaptation histogram-matching image-augmentation image-matching image-processing images machine-learning python

Last synced: 08 May 2025

https://github.com/JordiBolibar/ALPGM

ALpine Parameterized Glacier Model (ALPGM v1.2). Open-source regional glacier evolution model based on deep learning and parametrizations.

deep-learning glacier glacier-modelling surface-mass-balance

Last synced: 10 May 2025

https://github.com/tomekkorbak/active-inference

A toy model of Friston's active inference in Tensorflow

cognitive-science deep-learning free-energy tensorflow variational-inference

Last synced: 13 Jun 2025

https://github.com/joaolages/ratransformers

RATransformers 🐭- Make your transformer (like BERT, RoBERTa, GPT-2 and T5) Relation Aware!

bert deep-learning language-model natural-language-processing neural-network nlp pytorch t5 transformer transformers

Last synced: 25 Feb 2026

https://github.com/tgxs002/wikiscenes

Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal Vision. ICCV 2021.

computer-vision deep-learning

Last synced: 17 Mar 2026

https://github.com/laknath1996/deepphaseunwrap

This repository Introduces a joint convolutional and spatial quad-directional LSTM (SQD-LSTM) network for phase unwrapping in 2D images (ICASSP 2021)

cnn deep-learning lstm phase-unwrapping

Last synced: 14 Apr 2025

https://github.com/sparkfun/sparkfun_edge

SparkFun's Edge Development Board is based around the newest edge technology and is perfect for getting your feet wet with voice and even gesture recognition without relying on 3rd party cloud services.

deep-learning edge-computing machine-learning sparkfun tensorflow

Last synced: 14 Apr 2025

https://github.com/djangopeng/start-ai

从零开始学习人工智能(Start-AI)

ai deep-learning keras machine-learning python tensorflow

Last synced: 12 Apr 2025

https://github.com/Daniel-Liu-c0deb0t/Adversarial-point-perturbations-on-3D-objects

New distributional and shape attacks on neural networks that process 3D point cloud data.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numba numpy pointnet python tensorflow

Last synced: 20 Mar 2025

https://github.com/s-omranpour/DeepMusic

A python package for high level musical data manipulation and preprocessing, making data ready to be fed to a neural network.

ai-music deep-learning midi miditoolkit music python symbolic-music

Last synced: 14 Jul 2025

https://github.com/gunale0926/sorsa

SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models

deep-learning fine-tuning llama lora machine-learning nlp peft python pytorch rwkv sorsa svd transformer

Last synced: 17 Mar 2025

https://github.com/daniel-liu-c0deb0t/adversarial-point-perturbations-on-3d-objects

New distributional and shape attacks on neural networks that process 3D point cloud data.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numba numpy pointnet python tensorflow

Last synced: 30 Oct 2025

https://github.com/sarodyatawatta/federated-pytorch-test

Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth

clustering consensus-model consensus-optimization deep-learning federated-learning lbfgs pytorch sagecal variational-autoencoder

Last synced: 09 Sep 2025

https://github.com/hritik5102/fake-news-classification-model

✨ Fake news classification using source adaptive framework - BE Project 🎓The repository contains Detailed Documentation of the project, Classification pipeline, Architecture, System Interface Design, Tech stack used.

bert bilstm deep-learning fake-news fake-news-classification fake-news-dataset fake-news-detection glove machine-learning natural-language-processing openai-gpt2 python roberta

Last synced: 07 May 2025

https://github.com/Correr-Zhou/SPML-AckTheUnknown

[ECCV 2022] Offical implementation of the paper "Acknowledging the Unknown for Multi-label Learning with Single Positive Labels".

computer-vision deep-learning eccv2022 machine-learning multi-label-image-classification multi-label-learning weakly-supervised-learning

Last synced: 05 Apr 2025

https://github.com/nengo/pytorch-spiking

Spiking neuron integration for PyTorch

deep-learning python pytorch spiking-neural-networks

Last synced: 12 Apr 2025

https://github.com/archinetai/audio-encoders-pytorch

A collection of audio autoencoders, in PyTorch.

artificial-intelligence audio deep-learning

Last synced: 11 Jul 2025

https://github.com/gcucurull/cond-wgan-gp

Pytorch implementation of a Conditional WGAN with Gradient Penalty

cwgan-gp deep-learning gans pytorch pytorch-gan wgan-gp

Last synced: 31 Oct 2025

https://github.com/theankurgoswami/human-violence-detection

A human violence detection & classification system using recurrent neural networks(RNN).

deep-learning keras reccurent-neural-network rnn violence-detection yolov3

Last synced: 31 Jul 2025

https://github.com/devanshkv/fetch

A set of deep learning models for FRB/RFI binary classification.

binary-classification deep-learning fast-radio-bursts transfer-learning

Last synced: 09 Jul 2025

https://github.com/faceplugin-ltd/facelivenessdetection-android

Liveness detection SDK Android - iBeta level 2 compliant 3D passive liveness detection engine which can detect printed photos, video replay, 3D masks, and deepfake threats

android biometric-authentication deep-learning deepfake-detection face-anti-spoofing face-liveness-detection face-recognition fraud-detection fraud-prevention identity-verification liveness-detection-sdk machine-learning on-premise passive-liveness

Last synced: 12 Apr 2025

https://github.com/megengine/omnet

OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud Registration, ICCV 2021, MegEngine implementation.

deep-learning megengine

Last synced: 12 Apr 2025

https://github.com/pooya-mohammadi/audio-classification-pytorch

In this project, several approaches for training/finetuning an audio gender recognition is provided. The code can simply be used for any other audio classification task by simply changing the number of classes and the input dataset.

audio-classification deep-learning deep-utils lstm python pytorch transformers wav2vec2

Last synced: 11 Apr 2025

https://github.com/kokensha/book-ml

書籍「今すぐ試したい!機械学習・深層学習(ディープラーニング)画像認識プログラミングレシピ」のソースコードを配布するレポジトリです。

ai book chainer deep-learning google-colab google-colaboratory jupyter-notebook keras keras-tensorflow machine-learning movidius opencv opencv-python python python3 pytorch raspberry-pi raspberry-pi-3 raspberry-pi-camera tensorflow

Last synced: 28 Oct 2025

https://github.com/dpiras/cosmopower-jax

Differentiable cosmological emulators: the JAX version of CosmoPower

bayesian-inference cosmology deep-learning emulators jax machine-learning

Last synced: 14 Sep 2025

https://github.com/r00tman/eventhands

Real-Time Neural 3D Hand Pose Estimation from an Event Stream [ICCV 2021]

computer-vision cuda dataset deep-learning event-camera hand-pose hand-pose-estimation hand-tracking iccv2021 mano opengl pytorch smpl

Last synced: 11 Apr 2025

https://github.com/sayakpaul/vehicle-number-plate-detection

This project demonstrates the use of TensorFlow Object Detection API to automatically number plates (Indian) from vehicles

deep-learning google-cloud-platform object-detection ssdmobilenet tensorflow-object-detection-api

Last synced: 30 Apr 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 457 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-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559