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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/hironsan/ja.text8

Japanese text8 corpus for word embedding.

corpus deep-learning machine-learning natural-language-processing word2vec

Last synced: 11 Aug 2025

https://github.com/alireza-akhavan/rnn-notebooks

RNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)

deep-learning gru jupyter-notebook keras lstm rnn tensorflow2

Last synced: 22 Sep 2025

https://github.com/pooya-mohammadi/deep_utils

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

augmentation coco computer-vision cutmix deep-learning face-detection face-recognition machine-learning modelcheckpoint nlp object-detection python pytorch senet tensorflow utils vggface2 yolov5

Last synced: 16 May 2025

https://github.com/imsanjoykb/data-science-regular-bootcamp

Regular practice on Data Science, Machien Learning, Deep Learning, Solving ML Project problem, Analytical Issue. Regular boost up my knowledge. The goal is to help learner with learning resource on Data Science filed.

artificial-intelligence data-analysis data-science data-science-notebook data-science-projects data-visualization database-connection deep-learning etl-pipeline etl-process feature-engineering machine-learning mysql-database neural-network numpy pandas postgresql python python-automation sqlite

Last synced: 30 Oct 2025

https://github.com/okrasolar/pytorch-timeseries

PyTorch implementations of neural networks for timeseries classification

classification deep-learning machine-learning pytorch time-series

Last synced: 26 Apr 2025

https://github.com/aetros/aetros-cli

AETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer

deep-learning machine-learning tensorflow theano

Last synced: 09 May 2025

https://github.com/lromul/ball-action-spotting

SoccerNet@CVPR | 1st place solution for Ball Action Spotting Challenge 2023

action-recognition action-spotting deep-learning football pytorch soccer soccernet video video-processing

Last synced: 16 Apr 2025

https://github.com/titu1994/wide-residual-networks

Wide Residual Networks in Keras

deep-learning keras residual-networks wide

Last synced: 05 Sep 2025

https://github.com/visualbuffer/parkingslot

Automated parking occupancy detection

deep-learning maskrcnn parking parking-management yolo

Last synced: 21 Apr 2025

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

NVIDIA-accelerated DNN model inference ROS 2 packages using NVIDIA Triton/TensorRT for both Jetson and x86_64 with CUDA-capable GPU

ai deep-learning deeplearning dnn gpu jetson nvidia ros ros2 ros2-humble tao tensorrt tensorrt-inference triton triton-inference-server

Last synced: 18 Mar 2025

https://github.com/borgwardtlab/set_functions_for_time_series

Repository of the ICML 2020 paper "Set Functions for Time Series"

deep-learning icml-2020 set-functions time-series-analysis

Last synced: 11 Jul 2025

https://github.com/LogIntelligence/NeuralLog

Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)

deep-learning log-based-anomaly-detection transformer

Last synced: 05 Apr 2025

https://github.com/intel/MLSL

Intel(R) Machine Learning Scaling Library is a library providing an efficient implementation of communication patterns used in deep learning.

artificial-intelligence deep-learning distributed intel machine-learning mlsl mpi

Last synced: 26 Mar 2025

https://github.com/seetaresearch/dragon

A Computation Graph Virtual Machine based ML Framework

deep-learning machine-learning python pytorch tensorflow

Last synced: 07 May 2025

https://github.com/hep-lbdl/CaloGAN

Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation

atlas calogan calorimeter cern deep-learning gan generative-adversarial-network hep high-energy-physics machine-learning physics

Last synced: 27 Mar 2025

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

The official repo for "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

change-detection classification deep-learning foundation-models object-detection pre-training remote-sensing semantic-segmentation transfer-learning

Last synced: 10 Apr 2025

https://github.com/1adrianb/human-pose-estimation

This repository implements a demo of the Human pose estimation via Convolutional Part Heatmap Regression paper.

deep-learning human-pose-estimation keypoints torch7

Last synced: 11 Apr 2025

https://github.com/pistony/residualattentionnetwork

A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.

cifar10 deep-learning gluon gluon-cv mxnet residual-attention-network sota

Last synced: 17 Jul 2025

https://github.com/wassname/viz_torch_optim

Videos of deep learning optimizers moving on 3D problem-landscapes

3d-graphics deep-learning learning-rate machine-learning optimization-algorithms optimizer pytorch vizualisation

Last synced: 11 Oct 2025

https://github.com/henzler/neuraltexture

Learning a Neural 3D Texture Space from 2D Exemplars [CVPR 2020]

computer-graphics computer-vision deep-learning machine-learning texture-synthesis

Last synced: 10 Oct 2025

https://github.com/LBM-EPFL/PeSTo

Geometric deep learning method to predict protein binding interfaces from a protein structure.

deep-learning geometric-deep-learning protein-binding-site protein-protein-interface protein-structure pytorch

Last synced: 01 May 2025

https://github.com/creativeikep/holisticbarracuda

HolisticBarracuda is the Unity Package that simultaneously estimates 33 pose, 21 per-hand, and 468 facial landmarks on the Unity Barracuda with GPU.

barracuda deep-learning facetracking handtracking holistic human-pose-estimation mediapipe neural-network unity

Last synced: 03 Oct 2025

https://github.com/ViTAE-Transformer/MTP

The official repo for "MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining"

change-detection classification deep-learning foundation-models object-detection pre-training remote-sensing semantic-segmentation transfer-learning

Last synced: 05 Apr 2025

https://github.com/Superzchen/iLearnPlus

iLearnPlus is the first machine-learning platform with both graphical- and web-based user interface that enables the construction of automated machine-learning pipelines for computational analysis and predictions using nucleic acid and protein sequences.

automated-modelling bioinformatics-tool biomedical-data-analytics deep-learning feature-selection machine-learning prediction python sequence-analysis

Last synced: 21 Jul 2025

https://github.com/snowkylin/rnn-handwriting-generation

Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves

deep-learning generative-model handwriting handwriting-synthesis rnn tensorflow

Last synced: 13 Apr 2025

https://github.com/tonylianlong/crossmae

Official Implementation of the CrossMAE paper: Rethinking Patch Dependence for Masked Autoencoders

computer-vision deep-learning mae masked-autoencoder self-supervised-learning

Last synced: 15 Sep 2025

https://github.com/yizt/keras-ctpn

keras复现场景文本检测网络CPTN: 《Detecting Text in Natural Image with Connectionist Text Proposal Network》；欢迎试用，关注，并反馈问题...

ctpn deep-learning keras ocr text-detection

Last synced: 02 Apr 2025

https://github.com/bwconrad/vit-finetune

Fine-tuning Vision Transformers on various classification datasets

deep-learning huggingface image-classification pytorch pytorch-lightning vision-transformer

Last synced: 21 Jun 2025

https://github.com/fangwei123456/parametric-leaky-integrate-and-fire-spiking-neuron

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks

deep-learning deep-neural-networks snn spiking-neural-networks

Last synced: 14 Apr 2025

https://github.com/atosystem/ThemeTransformer

The official implementation of Theme Transformer. A Theme-based music generation. IEEE TMM

deep-learning music music-generation music-theme python

Last synced: 18 Jan 2026

https://github.com/emptysoal/TensorRT-YOLOv8

Based on tensorrt v8.0+, deploy detect, pose, segment, tracking of YOLOv8 with C++ and python api.

bytetrack cpp deep-learning detection pose python3 segmentation tensorrt tensorrt-conversion tensorrt-inference tracking yolov8

Last synced: 13 Aug 2025

https://github.com/tharindudr/transquest

Transformer based translation quality estimation

deep-learning quality-estimation transformers

Last synced: 06 May 2025

https://github.com/tuzhucheng/sentence-similarity

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

answer-selection deep-learning natural-language-processing question-answering semantic-textual-similarity

Last synced: 15 Apr 2025

https://github.com/flaport/sax

S + Autograd + XLA :: S-parameter based frequency domain circuit simulations and optimizations using JAX.

ann autograd circuit deep-learning jax optimization photonic-circuit photonic-optimization photonics physics-simulation s-parameters simulation simulation-framework simulations xla

Last synced: 05 Mar 2026

https://github.com/thorben-frank/mlff

Build neural networks for machine learning force fields with JAX

deep-learning force-fields machine-learning molecular-dynamics

Last synced: 04 May 2025

https://github.com/yihongXU/TransCenter

This is the official implementation of TransCenter (TPAMI). The code and pretrained models are now available here: https://gitlab.inria.fr/yixu/TransCenter_official.

computer-vision deep-learning multiple-object-tracking pytorch transformers

Last synced: 05 May 2025

https://github.com/jiahuiyu/neuralgym

Deep Learning Toolkit

deep-learning tensorflow

Last synced: 29 Jul 2025

https://github.com/AnyLoc/Revisit-Anything

Code release for Revisit Anything: Visual Place Recognition via Image Segment Retrieval (ECCV 2024)

deep-learning descriptors image-retrieval place-recognition revisit-anything robotics sam segment-anything

Last synced: 24 Jul 2025

https://github.com/furkan-gulsen/sport-with-ai

The human body is detected with the help of the Mediapipe library. Then, using the mathematical methods applied, it is determined how much the exercise count is done.

ai artificial-intelligence computer-vision deep-learning image-processing keras machine-learning mediapipe python python3 sport tensorflow

Last synced: 16 Oct 2025

https://github.com/hollance/metal-gpgpu

Collection of notes on how to use Apple’s Metal API for compute tasks

deep-learning gpgpu gpu gpu-programming ios macos metal objective-c swift

Last synced: 24 Feb 2026

https://github.com/google-research-datasets/wiki-atomic-edits

A dataset of atomic wikipedia edits containing insertions and deletions of a contiguous chunk of text in a sentence. This dataset contains ~43 million edits across 8 languages.

deep-learning deep-neural-networks nlp nlp-machine-learning wikipedia

Last synced: 16 Apr 2025

https://github.com/olow304/data-science-machine-learning

The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.

all best-practices cheatsheet cheatsheets data-science data-science-toolkit deep-learning jupyter-notebook machine-learning machine-learning-algorithms machine-learning-tutorials matplotlib mindmap numpy pandas popular-posts python roadmap sklearn toolkit

Last synced: 24 Oct 2025

https://github.com/PistonY/ResidualAttentionNetwork

A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.

cifar10 deep-learning gluon gluon-cv mxnet residual-attention-network sota

Last synced: 29 Mar 2025

https://github.com/hpc203/yolo-fastestv2-opencv

使用OpenCV部署Yolo-FastestV2，包含C++和Python两种版本的程序

cpp deep-learning object-detection opencv python yolo-fastest

Last synced: 20 Mar 2025

https://chats-lab.github.io/KokoMind/

KokoMind: Can LLMs Understand Social Interactions?

chatgpt deep-learning gpt-4 language-model neural-network nlp

Last synced: 12 May 2025

https://github.com/haqishen/MFNet-pytorch

MFNet-pytorch, image semantic segmentation using RGB-Thermal images

deep-learning pytorch semantic-segmentation

Last synced: 16 Nov 2025

https://github.com/lucidrains/diffusion-policy

Implementation of Diffusion Policy, Toyota Research's supposed breakthrough in leveraging DDPMs for learning policies for real-world Robotics

artificial-intelligence attention-mechanisms deep-learning denoising-diffusion robotics transformers

Last synced: 14 Apr 2025

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: 01 Apr 2026

https://github.com/bobmcdear/trap

Autoregressive transformers in APL

apl deep-learning gpt nlp transformer

Last synced: 27 Jan 2026

https://github.com/GustikS/NeuraLogic

Deep relational learning through differentiable logic programming.

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

Last synced: 10 Jan 2026

https://github.com/machine-learning-tokyo/ai-ml-newsletter

AI Digest: Monthly updates on AI and ML topics

deep-learning machine-learning

Last synced: 03 Oct 2025

https://github.com/ZichengDuan/EZIGen

[BMVC 2025] Official implementation for paper EZIGen: Enhancing zero-shot personalized image generation with precise subject encoding and decoupled guidance

aigc computer-vision deep-learning diffusers diffusion-models generative-ai

Last synced: 14 Sep 2025

https://github.com/OxWearables/ssl-wearables

Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)

accelerometer deep-learning foundation-models human-activity-recognition pytorch self-supervised-learning wearable

Last synced: 08 Apr 2025

https://github.com/brannondorsey/keras_weight_animator

Save keras weight matrices as short animated videos during training

deep-learning keras machine-learning neural-network video visualization

Last synced: 03 May 2025

https://github.com/archsyscall/convnets-tensorflow2

⛵️ Implementation a variety of popular Image Classification Models using TensorFlow2. [ResNet, GoogLeNet, VGG, Inception-v3, Inception-v4, MobileNet, MobileNet-v2, ShuffleNet, ShuffleNet-v2, etc...]

deep-learning googlenet inception-v3 inception-v4 machine-learning mobilenet mobilenet-v2 resnet shufflenet shufflenet-v2 tensorflow vgg

Last synced: 05 May 2025

https://github.com/wu-zongyu/awesome-large-search-models

Awesome-Large-Search-Models is a collection of papers and resources (Methods, Datasets and other resources) about search-oriented large reasoning models (Large search models). Awesome Large Search Models. Agentic Search.

awesome deep-learning large-language-models large-reasoning-models reinforcement-learning reinforcement-learning-algorithms search search-engine survey

Last synced: 26 Jun 2025

https://github.com/AiAiHealthcare/ProjectAiAi

AiAi.care project is teaching computers to "see" chest X-rays and interpret them how a human Radiologist would. We are using 700,000 Chest X-Rays + Deep Learning to build an FDA 💊 approved, open-source screening tool for Tuberculosis and Lung Cancer. After an MRMC clinical trial, AiAi CAD will be distributed for free to emerging nations, charitable hospitals, and organizations like WHO 🌏 We will also release our pretrained models and weights as Medical Imagenet.

charity convolutional-neural-networks ct-scans cxr-lungs deep-learning dicom fda keras lung-cancer lung-cancer-detection postero-anterior pytorch radiologist radiology scikit-image teleradiology tensorflow tuberculosis x-ray

Last synced: 09 Jul 2025

https://github.com/hiroakimikami/deep-coder

Re-implement DeepCoder (https://openreview.net/pdf?id=ByldLrqlx)

chainer deep-learning deepcoder deeplearning program-synthesis

Last synced: 06 May 2025

https://github.com/dmitryryumin/neweraai-papers

The repository provides links to collections of influential and interesting research papers from top AI conferences, with open-source code to promote reproducibility and provide detailed implementation insights beyond the scope of the article. Stay up to date with the latest advances in AI research!

artificial-intelligence computer-vision cvpr deep-learning emnlp icassp iccv image-processing interspeech ismir mashine-learning natural-language-processing neural-networks signal-processing text-classification video-processing

Last synced: 12 Apr 2025

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/jfsantos/keras-tutorial

Tutorial teaching the basics of Keras and some deep learning concepts

deep-learning keras tutorial

Last synced: 15 Jul 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: 14 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: 08 Apr 2026

https://github.com/jhu-lcsr/good_robot

"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer

computer-vision deep-learning deep-q-network deep-reinforcement-learning grasping learning-from-demonstration manipulation multi-step-dqn multi-step-learning reinforcement-learning robotic-manipulation robotics simulation task-to-task-transfer vrep-simulator zero-shot-learning

Last synced: 03 Oct 2025

https://github.com/fkodom/yet-another-retnet

A simple but robust PyTorch implementation of RetNet from "Retentive Network: A Successor to Transformer for Large Language Models" (https://arxiv.org/pdf/2307.08621.pdf)

deep-learning llms machine-learning natural-language-processing neural-networks python pytorch

Last synced: 07 Jul 2025

https://github.com/algorithmica-repository/datascience

It consists of examples, assignments discussed in data science course taken at algorithmica.

algorithms coding-interview-challenges datastructures deep-learning java machine-learning nlp-machine-learning problem-solving python

Last synced: 11 Jan 2026

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/galoisinc/dlkoopman

A general-purpose Python package for Koopman theory using deep learning.

autoencoder deep-learning dynamical-systems koopman

Last synced: 17 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
Deep learning Categories
Papers 8,862 Uncategorized 8,774 fl in top-tier journal 3,255 Books 2,491 A01_文本生成_文本对话 2,388 **Literature and Codes** 2,261 Repos 1,866 NLP 1,807 Conference Papers 1,660 Table of Contents 1,633 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Deep Learning 1,070 Attack 1,067 Research Papers 948 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 841 Researchers 826