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/prasunroy/stefann

:fire: [CVPR 2020] STEFANN: Scene Text Editor using Font Adaptive Neural Network (official code).

color-transfer colornet computer-vision cvpr cvpr2020 deep-learning fannet font-generation scene-text-editor stefann

Last synced: 15 Jul 2025

https://mtg.github.io/mtg-jamendo-dataset/

Metadata, scripts and baselines for the MTG-Jamendo dataset

audio-analysis autotagging dataset deep-learning music-information-retrieval

Last synced: 06 Aug 2025

https://github.com/maum-ai/univnet

Unofficial PyTorch Implementation of UnivNet Vocoder (https://arxiv.org/abs/2106.07889)

deep-learning gan pytorch speech-synthesis text-to-speech tts vocoder

Last synced: 09 Apr 2025

https://github.com/ducha-aiki/affnet

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

affine-shape-estimator computer-vision convolutional-networks convolutional-neural-networks deep-learning hessian image-matching image-retrieval local-features pytorch

Last synced: 09 Apr 2025

https://github.com/lucidrains/soft-moe-pytorch

Implementation of Soft MoE, proposed by Brain's Vision team, in Pytorch

artificial-intelligence deep-learning mixture-of-experts transformers

Last synced: 05 Apr 2025

https://github.com/biomedia-mira/deepscm

Repository for Deep Structural Causal Models for Tractable Counterfactual Inference

causal-inference counterfactuals deep-learning normalizing-flows variational-autoencoders

Last synced: 17 Sep 2025

https://github.com/jinglescode/time-series-forecasting-pytorch

Acquiring data from Alpha Vantage and predicting stock prices with PyTorch's LSTM

deep-learning lstm-model machine-learning neural-network python pytorch time-series-forecasting

Last synced: 06 Apr 2025

https://github.com/martenlienen/torchode

A parallel ODE solver for PyTorch

deep-learning neural-ode pytorch

Last synced: 16 Jan 2026

https://github.com/servicenow/highres-net

Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.

computer-vision deep-learning esa highres-net mfsr multi-frame proba-v satellite-imagery super-resolution

Last synced: 09 Oct 2025

https://github.com/WenjieDu/SAITS

The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with machine learning). https://arxiv.org/abs/2202.08516

attention attention-mechanism deep-learning imputation imputation-model impute incomplete-data incomplete-time-series interpolation irregular-sampling machine-learning missing-values partially-observed partially-observed-data partially-observed-time-series pytorch self-attention time-series time-series-imputation transformer

Last synced: 01 Apr 2025

https://github.com/ultralytics/xview-yolov3

xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.

challenge deep-learning machine-learning ultralytics xview xview-2018 yolov3 yolov3-training

Last synced: 16 May 2025

https://github.com/evanli/programming-book-3

Programming books 3: Python、 Machine-Learning、 Deep-Learning、 NLP

books deep-learning machine-learning nlp python

Last synced: 09 Apr 2025

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

Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein folding

artificial-intelligence attention-mechanisms deep-learning equivariance molecules protein-folding transformers

Last synced: 15 May 2025

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

Implementation of Lumiere, SOTA text-to-video generation from Google Deepmind, in Pytorch

artificial-intelligence deep-learning denoising-diffusion text-to-video

Last synced: 05 Apr 2025

https://github.com/Luodian/Generalizable-Mixture-of-Experts

GMoE could be the next backbone model for many kinds of generalization task.

deep-learning domain-generalization mixture-of-experts pytorch pytorch-implementation

Last synced: 08 May 2025

https://github.com/antonvladyka/neuralnetworksanddeeplearning.com.pdf

LaTeX/PDF + Epub version of the online book (http://neuralnetworksanddeeplearning.com) ”Neural Networks and Deep Learning“ by Michael Nielsen (@mnielsen)

deep-learning latex machine-learning neural-network neural-networks

Last synced: 09 Aug 2025

https://github.com/luodian/generalizable-mixture-of-experts

GMoE could be the next backbone model for many kinds of generalization task.

deep-learning domain-generalization mixture-of-experts pytorch pytorch-implementation

Last synced: 12 Sep 2025

https://github.com/bit-bots/imagetagger

An open source online platform for collaborative image labeling

crowdsourcing deep-learning image-annotation image-labeling images imagetagger label-images labeling robocup

Last synced: 10 Apr 2025

https://github.com/30lm32/ml-projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

ab-testing deep-learning docker gensim geolocation imbalanced-data kdtree keras lstm-neural-networks machine-learning mlflow nlp random-forest spam-classification svm tensorboard tensorflow text-classification timeseries-analysis word2vec

Last synced: 08 May 2025

https://github.com/baiyuetribe/ncnn-models

awesome AI models with NCNN, and how they were converted ✨✨✨

deep-learning gfpgan image-classification nanodet ncnn ncnn-model pytorch rife yolov5 yolov7 yolox

Last synced: 09 Apr 2025

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

Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

deep-learning deep-neural-networks logsignature logsignatures machine-learning pytorch rough-paths signature signatures

Last synced: 17 Nov 2025

https://github.com/music-x-lab/POP909-Dataset

This is the dataset repository for the paper: POP909: A Pop-song Dataset for Music Arrangement Generation

dataset deep-learning jupyter-notebook music music-generation python

Last synced: 14 Jul 2025

https://github.com/lannguyen0910/food-recognition

🍔🍟🍗 Food analysis baseline with Theseus. Integrate object detection, image classification and multi-class semantic segmentation 🍞🍖🍕

computer-vision deep-learning efficientnet food-analysis food-classification food-detection food-segmentation image-classification object-detection pytorch semantic-segmentation unetplusplus yolov5 yolov8

Last synced: 21 Apr 2025

https://github.com/Baiyuetribe/ncnn-models

awesome AI models with NCNN, and how they were converted ✨✨✨

deep-learning gfpgan image-classification nanodet ncnn ncnn-model pytorch rife yolov5 yolov7 yolox

Last synced: 21 Apr 2025

https://github.com/roboflow/roboflow-100-benchmark

Code for replicating Roboflow 100 benchmark results and programmatically downloading benchmark datasets

computer-vision dataset deep-learning machine-learning object-detection pytorch

Last synced: 16 May 2025

https://github.com/ali-design/gan_steerability

On the "steerability" of generative adversarial networks

computer-vision deep-learning gan generative-adversarial-network

Last synced: 08 May 2025

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

Implementation of Spear-TTS - multi-speaker text-to-speech attention network, in Pytorch

artificial-intelligence attention deep-learning text-to-speech transformers

Last synced: 05 Apr 2025

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

The official repo for [NeurIPS'21] "ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias" and [IJCV'22] "ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond"

ade20k deep-learning imagenet imagenet-classification mscoco object-detection semantic-segmentation vision-transformer vitae-transformer

Last synced: 09 Apr 2025

https://github.com/NVlabs/splatnet

SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)

3d cvpr2018 deep-learning joint-2d-3d point-cloud

Last synced: 20 Mar 2025

https://github.com/alibaba/easyparallellibrary

Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.

data-parallelism deep-learning distributed-training gpu memory-efficient model-parallelism pipeline-parallelism

Last synced: 14 Oct 2025

https://github.com/maum-ai/assem-vc

Official Code for Assem-VC @ICASSP2022

deep-learning pytorch speech-synthesis voice-conversion

Last synced: 09 Apr 2025

https://idea-research.github.io/HumanSD/

[ICCV 2023] The official implementation of paper "HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation"

conditional-image-generation deep-learning iccv iccv2023 image-generation pytorch

Last synced: 28 Mar 2025

https://github.com/erilyth/DeepLearning-Challenges

Codes for weekly challenges on Deep Learning by Siraj

computer-vision deep-learning machine-learning neural-networks

Last synced: 19 Jul 2025

https://github.com/VITA-Group/SLaK

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation

Last synced: 20 Mar 2025

https://github.com/vita-group/slak

[ICLR 2023] "More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity"; [ICML 2023] "Are Large Kernels Better Teachers than Transformers for ConvNets?"

51x51 convnet deep-learning dynamic-sparsity knowledge-distillation large-kernels object-detection pytorch segmentation

Last synced: 09 Apr 2025

https://github.com/durandtibo/wildcat.pytorch

PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017

convnet cvpr-2017 cvpr17 cvpr2017 deep-learning image-classification pytorch weakly-supervised-learning

Last synced: 09 Apr 2025

https://github.com/dailenson/One-DM

Official Code for ECCV 2024 paper — One-Shot Diffusion Mimicker for Handwritten Text Generation

computer-vision deep-learning diffusion-models handwriting-imitator handwritten-text-generation image-generation latent-diffusion pytorch-implementation

Last synced: 08 Sep 2025

https://github.com/iscyy/yoloair

🔥🔥🔥 专注于YOLO改进模型,Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

anchor-based anchor-free attention backbone deep-learning ppyolo ppyoloe pytorch scaledyolov4 tood transformer yolo yoloair yolor yolov3 yolov4 yolov5 yolov6 yolov7 yolox

Last synced: 13 Apr 2025

https://github.com/asappresearch/flambe

An ML framework to accelerate research and its path to production.

deep-learning distributed machine-learning ml python pytorch research

Last synced: 08 Sep 2025

https://ali-design.github.io/gan_steerability/

On the "steerability" of generative adversarial networks

computer-vision deep-learning gan generative-adversarial-network

Last synced: 28 Apr 2025

https://github.com/ofnote/tsalib

Tensor Shape Annotation Library (numpy, tensorflow, pytorch, ...)

deep-learning keras numpy pytorch tensor-shape tensorflow

Last synced: 06 Apr 2025

https://github.com/bolunwang/backdoor

Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and Privacy 2019.

backdoor-attacks deep-learning keras python security trojan

Last synced: 27 Jul 2025

https://github.com/aqibsaeed/Place-Recognition-using-Autoencoders-and-NN

Place recognition with WiFi fingerprints using Autoencoders and Neural Networks

autoencoders deep-learning neural-networks place-recognition wifi-fingerprints

Last synced: 19 Jul 2025

https://github.com/ysymyth/3d-sdn

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

3d-sdn 3d-vision deep-learning disentangled-representations gans generative-adversarial-networks pytorch

Last synced: 13 Apr 2025

https://github.com/aqibsaeed/place-recognition-using-autoencoders-and-nn

Place recognition with WiFi fingerprints using Autoencoders and Neural Networks

autoencoders deep-learning neural-networks place-recognition wifi-fingerprints

Last synced: 07 Jul 2025

https://github.com/ImagingLab/Colorizing-with-GANs

Grayscale Image Colorization with Generative Adversarial Networks. https://arxiv.org/abs/1803.05400

colorization convolutional-networks deep-learning gans generative-adversarial-network

Last synced: 07 May 2025

https://github.com/alibaba/EasyParallelLibrary

Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.

data-parallelism deep-learning distributed-training gpu memory-efficient model-parallelism pipeline-parallelism

Last synced: 04 Apr 2025

https://github.com/YingtongDou/CARE-GNN

Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

datamining deep-learning fraud-detection fraud-prevention graphneuralnetwork machine-learning reinforcement-learning security

Last synced: 11 May 2025

https://github.com/yingtongdou/care-gnn

Code for CIKM 2020 paper Enhancing Graph Neural Network-based Fraud Detectors against Camouflaged Fraudsters

datamining deep-learning fraud-detection fraud-prevention graphneuralnetwork machine-learning reinforcement-learning security

Last synced: 09 Apr 2025

https://github.com/nikolazubic/2dimageto3dmodel

We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.

3d-computer-graphics 3d-reconstruction computer-graphics computer-vision cub-dataset deep-learning gan kaolin loss-functions mesh neural-networks pascal3d point-cloud pose-prediction pytorch rendering shapenet shapenet-dataset single-view-reconstruction voxel

Last synced: 26 Jan 2026

https://github.com/paperspace/pytorch-101-tutorial-series

PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.

101 deep-learning neural-networks pytorch pytorch-tutorial sample-code

Last synced: 11 Oct 2025

https://github.com/kundajelab/dragonn

A toolkit to learn how to model and interpret regulatory sequence data using deep learning.

deep-learning genomics

Last synced: 27 Jan 2026

https://github.com/nyumedml/gnn_for_ehr

Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"

alzheimer-disease-prediction deep-learning disease-prediction ehr electronic-health-records gnn graph-neural-networks pytorch

Last synced: 06 Apr 2025

https://github.com/Kaixhin/Atari

Persistent advantage learning dueling double DQN for the Arcade Learning Environment

deep-learning deep-reinforcement-learning

Last synced: 16 Nov 2025

https://github.com/dalmia/siren

PyTorch implementation of Sinusodial Representation networks (SIREN)

activation-functions deep-learning machine-learning pytorch

Last synced: 06 Apr 2025

https://github.com/imedslab/solt

Streaming over lightweight data transformations

data-augmentation deep-learning image-recognition image-segmentation landmark-detection

Last synced: 08 May 2025

https://github.com/nikhilbarhate99/min-decision-transformer

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

deep-learning deep-reinforcement-learning machine-learning mujoco offline-reinforcement-learning openai-gym pytorch pytorch-transformers reinforcement-learning robotics transformer

Last synced: 13 Apr 2025

https://github.com/inejc/painters

:art: Winning solution for the Painter by Numbers competition on Kaggle.

competition deep-learning kaggle machine-learning neural-networks

Last synced: 22 Jan 2026

https://github.com/lucidrains/speculative-decoding

Explorations into some recent techniques surrounding speculative decoding

artificial-intelligence deep-learning efficient-inference transformers

Last synced: 16 May 2025

https://github.com/angeladai/ScanComplete

[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

3d-reconstruction autoregressive-neural-networks computer-graphics computer-vision deep-learning

Last synced: 13 Apr 2025

https://github.com/ebrizzzz/youtube-playlist-to-formatted-text

A desktop application that extracts YouTube playlist transcripts and enhances them using Google's Gemini AI models., the output is a book in any language you want.

datahoarder deep-learning gemini gemini-api gemini-flash llm productivity pyqt5 python useful-scripts useful-utilities youtube

Last synced: 09 Apr 2025

https://github.com/ianwhale/nsga-net

NSGA-Net, a Neural Architecture Search Algorithm

auto-ml deep-learning evolutionary-computation neural-architecture-search nsga-ii pytorch

Last synced: 09 May 2025

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

Implementation of a Transformer, but completely in Triton

artificial-intelligence attention-mechanism deep-learning gpu-programming transformers

Last synced: 06 Apr 2025

https://github.com/jolibrain/joligen

Generative AI Image and Video Toolset with GANs and Diffusion for Real-World Applications

augmented-reality deep-learning diffusion-models gan generative-model image-generation image-to-image pytorch

Last synced: 16 May 2025

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

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

artificial-intelligence attention-mechanism deep-learning pytorch transformers

Last synced: 05 Apr 2025

https://github.com/lucasjinreal/tensorflow_novelist

模仿莎士比亚创作戏剧!屌炸天的是还能创作金庸武侠小说!快star,保持更新!!

deep-learning lstm seq2seq tensorflow text-generation

Last synced: 08 Apr 2025

https://github.com/perslev/U-Time

U-Time: A Fully Convolutional Network for Time Series Segmentation

deep-learning fully-convolutional-networks segmentation sleep-analysis time-series-analysis

Last synced: 04 Apr 2025

https://github.com/lucidrains/pixel-level-contrastive-learning

Implementation of Pixel-level Contrastive Learning, proposed in the paper "Propagate Yourself", in Pytorch

artificial-intelligence contrastive-learning deep-learning self-supervised-learning

Last synced: 06 Apr 2025

https://kundajelab.github.io/dragonn/

A toolkit to learn how to model and interpret regulatory sequence data using deep learning.

deep-learning genomics

Last synced: 10 May 2025

https://github.com/hollance/coreml-survival-guide

Source code for the book Core ML Survival Guide

coreml deep-learning ios machine-learning macos swift

Last synced: 05 May 2025

https://github.com/johnolafenwa/TorchFusion

A modern deep learning framework built to accelerate research and development of AI systems

convolutional-neural-networks deep-learning gan machine-learning neural-network python pytorch visualization

Last synced: 19 Jul 2025

https://github.com/jolibrain/joliGEN

Generative AI Image and Video Toolset with GANs and Diffusion for Real-World Applications

augmented-reality deep-learning diffusion-models gan generative-model image-generation image-to-image pytorch

Last synced: 08 May 2025

https://github.com/johnolafenwa/torchfusion

A modern deep learning framework built to accelerate research and development of AI systems

convolutional-neural-networks deep-learning gan machine-learning neural-network python pytorch visualization

Last synced: 05 Apr 2025

https://github.com/hui-po-wang/Real-Time-Facial-Expression-Recognition-with-DeepLearning

A real-time facial expression recognition system with webcam streaming and CNN

deep-learning machine-learning

Last synced: 09 May 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-deep-trading 94 Awesome-Dataset-Distillation 351 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559