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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/csiro-robotics/TCE

This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).

action-recognition computer-vision contrastive-learning contrastive-loss deep-learning embeddings hmdb51 kinetics-datasets metric-learning pytorch representation-learning self-supervised-learning tsne-visualisations ucf-101

Last synced: 26 Apr 2025

https://github.com/sleepychord/chinesepoemgeneration

基于深度学习的古诗生成(deep learning based Chinese poem generation)

deep-learning neural-network poem-generator rnn

Last synced: 16 Jan 2026

https://github.com/wkentaro/osam

Get up and running with SAM, EfficientSAM, YOLO-World, and other promptable vision models locally.

computer-vision deep-learning foundation-models onnx segment-anything

Last synced: 16 Jan 2026

https://github.com/rtk-ai/vox

A universal AI toolkit for high-performance Speech-to-Text (STT) and Text-to-Speech (TTS) processing, designed for low-latency and easy model integration.

ai audio-processing deep-learning experimental real-time speech-to-text text-to-speech

Last synced: 01 Apr 2026

https://github.com/voletiv/lipreading-in-the-wild-experiments

My experiments in lip reading using deep learning with the LRW dataset

deep-learning facial-landmarks lip-reading

Last synced: 15 Mar 2026

https://github.com/hijkzzz/deep-learning-notes

Deep Learning Notes

deep-learning notes paper

Last synced: 14 Feb 2026

https://github.com/ivy-llc/robot

Functions and classes for gradient-based robot motion planning, written in Ivy.

deep-learning ivy machine-learning motion-planning mxnet numpy path-planning python pytorch robot tensorflow trajectory-optimization

Last synced: 02 Apr 2026

https://github.com/hellloxiaotian/swcnn

A self-supervised CNN for image watermark removal (IEEE Transactions on Circuits and Systems for Video 2024)

cnn deep-learning deep-neural-networks python pytorch self-supervised-learning unet watermark-removal

Last synced: 02 Mar 2026

https://github.com/jsalbert/biotorch

BioTorch is a PyTorch framework specializing in biologically plausible learning algorithms

biologically-inspired-algorithm biologically-plausible-learning deep-learning feedback-alignment pytorch

Last synced: 14 Jan 2026

https://github.com/mariusbock/dl-for-har

Official GitHub page of the best-paper award publication "Improving Deep Learning for HAR with shallow LSTMs" presented at the International Symposium on Wearable Computers 21' (ISWC 21')

deep-learning human-activity-recognition

Last synced: 13 Apr 2026

https://github.com/doodleverse/segmentation_gym

A neural gym for training deep learning models to carry out geoscientific image segmentation. Works best with labels generated using https://github.com/Doodleverse/dash_doodler

aerial-imagery deep-learning earth-observation satellite-imagery segmentation

Last synced: 14 Jan 2026

https://github.com/bes-dev/pytorch_clip_bbox

Pytorch based library to rank predicted bounding boxes using text/image user's prompts.

computer-vision deep-learning pytorch

Last synced: 14 Apr 2025

https://github.com/bioinfomachinelearning/gcpnet

A geometry-complete SE(3)-equivariant perceptron network (GCPNet) for 3D graphs. (Bioinformatics)

computational-biology deep-learning graph-neural-networks machine-learning

Last synced: 18 Feb 2026

https://github.com/oborchers/medium_repo

This repository provides the code examples for the corresponding blog posts. In case you have questions, feel free to contact me directly.

blog blogging business-analytics data-science data-science-notebooks deep-learning machine-learning machine-learning-algorithms marketing natural-language-processing neural-networks predictive-analytics predictive-modeling

Last synced: 02 Aug 2025

https://github.com/chenfengye/autosweep

[TVCG 2018] AutoSweep: Recovering 3D Editable Objects from a Single Photograph, a object reconstruction method from a single image

3d-models dataset deep-learning mask-rcnn mesh-reconstruction single-image-reconstruction tvcg unity3d

Last synced: 19 Mar 2025

https://github.com/3dlg-hcvc/m3dref-clip

[ICCV 2023] Multi3DRefer: Grounding Text Description to Multiple 3D Objects

3d clip computer-vision cuda deep-learning localization pytorch pytorch-lightning transformer visual-grounding

Last synced: 04 Aug 2025

https://github.com/MrinmoiHossain/Udacity-Deep-Learning-Nanodegree

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

convolutional-networks convolutional-neural-networks deep-learning gans generative-adversarial-network long-short-term-memory-models lstms machine-learning nanodegree neural-network nlp pytorch recurrent-neural-networks rnn sentiment-analysis style-transfer transfer-learning udacity udacity-nanodegree

Last synced: 19 Jul 2025

https://github.com/tirendazacademy/chatgpt-with-examples

This repo contains ChatGPT tutorials about data science, machine learning, deep learning, Python. We show how to use Chat GPT with examples.

chat-gpt chatgpt chatgpt-api chatgpt-python chatgpt3 data-science deep-learning machine-learning

Last synced: 19 Apr 2025

https://github.com/voletiv/syncnet-in-keras

Keras version of Syncnet, by Joon Son Chung and Andrew Zisserman.

deep-learning keras lip-sync

Last synced: 23 Mar 2025

https://github.com/dkarunakaran/ros-node-yolo-v3-tiny

Object detection using YOLO on Jetson txt2

cpp deep-learning jetson-tx2 opencv python2 ros-kinetic yolov3

Last synced: 22 Apr 2025

https://github.com/philbort/udacity_self_driving_car

Projects from Udacity Self Driving Car Nanodegree

computer-vision deep-learning robotics self-driving-car udacity

Last synced: 19 Jul 2025

https://github.com/matlab-deep-learning/constrained-deep-learning

Constrained deep learning is an advanced approach to training deep neural networks by incorporating domain-specific constraints into the learning process.

ai-verification convex convex-neural-network deep-learning deep-learning-algorithms lipschitz lipschitz-network monotonic monotonicity neural-networks

Last synced: 07 May 2025

https://github.com/jihoonerd/deep-reinforcement-learning-with-double-q-learning

📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️

atari ddqn deep-learning deepmind dqn reinforcement-learning tensorflow2

Last synced: 12 Apr 2025

https://github.com/tcmxx/UnityTensorflowKeras

Unity In Editor Deep Learning Tools. Using KerasSharp, TensorflowSharp, Unity MLAgent. In-Editor training and no python needed.

cmaes deep-learning evolution-strategy keras no-python reinforcement-learning tensorflow unity

Last synced: 08 May 2025

https://github.com/Bobholamovic/ESCNet

ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images

change-detection convolutional-neural-networks deep-learning pytorch remote-sensing

Last synced: 11 May 2025

https://github.com/ieee8023/countception

Count-Ception: Counting by Fully Convolutional Redundant Counting

cell-biology cell-counting computer-vision deep-learning machine-learning

Last synced: 02 May 2025

https://github.com/utensor/utensor_cgen

C++ code generator for uTensor https://utensor-cgen.readthedocs.io/en/latest/

deep-learning edge-computing embedded iot microcontroller python utensor

Last synced: 05 May 2025

https://github.com/mic-dkfz/regrcnn

This repository holds the code framework used in the paper Reg R-CNN: Lesion Detection and Grading under Noisy Labels. It is a fork of MIC-DKFZ/medicaldetectiontoolkit with regression capabilites.

3d-detection 3d-mask-rcnn 3d-object-detection deep-learning detection lesion-detection mask-rcnn medical-image-analysis medical-image-computing medical-image-processing non-maximum-suppression object-detection pytorch-implementation regression-head retinanet roialign

Last synced: 29 Jun 2025

https://github.com/ferdinandzhong/punctuator

A small seq2seq punctuator tool based on DistilBERT

bert bert-ner chinese-nlp deep-learning nlp punctuation pytorch seq2seq

Last synced: 06 Apr 2025

https://github.com/kaleidophon/token2index

A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.

deep-learning deeplearning i2t i2w indexing itos nlp numpy python pytorch rnn rnns seq2seq stoi t2i tensorflow token transformer transformers w2i

Last synced: 07 Apr 2025

https://github.com/abhishekkrthakur/ml_dev_env

Machine Learning / Deep Learning Environment. Everywhere. Anywhere.

code deep-learning docker docker-compose jupyterlab machine-learning

Last synced: 15 Jul 2025

https://github.com/oke-aditya/quickvision

An Easy To Use PyTorch Computer Vision Library

computer-vision deep-learning pytorch pytorch-lightning

Last synced: 16 Mar 2025

https://github.com/tum-pbs/config

[ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method

continual-learning deep-learning multitask-learning physics-informed-neural-networks pinns

Last synced: 09 Apr 2025

https://github.com/FerdinandZhong/punctuator

A small seq2seq punctuator tool based on DistilBERT

bert bert-ner chinese-nlp deep-learning nlp punctuation pytorch seq2seq

Last synced: 07 May 2025

https://github.com/the-database/trainner-redux

Deep learning training framework for image super resolution and restoration.

deep-learning image-restoration machine-learning neural-network python pytorch super-resolution upscale

Last synced: 20 Mar 2025

https://github.com/paccmann/paccmann_predictor

PyTorch implementation of bimodal neural networks for drug-cell (pharmarcogenomics) and drug-protein (proteochemometrics) interaction prediction

deep-learning drug-interaction drug-sensitivity pharmacogenomics proteochemometrics pytorch

Last synced: 26 Oct 2025

https://github.com/MR-HosseinzadehTaher/BenchmarkTransferLearning

Official PyTorch Implementation and Pre-trained Models for Benchmarking Transfer Learning for Medical Image Analysis

benchmarking deep-learning domain-adaptation imagenet-models inaturalist-2021 medical-imaging pytorch self-supervised-learning supervised-learning transfer-learning

Last synced: 05 Apr 2025

https://github.com/tshrjn/env-zoo

A curated list of reinforcement learning environments and frameworks.

deep-learning machine-learning reinforcement-learning reinforcement-learning-playground

Last synced: 02 Apr 2025

https://github.com/matlab-deep-learning/abnormal-eeg-signal-classification-using-cnns

This example shows how to build and train a convolutional neural network (CNN) from scratch to perform a classification task with an EEG dataset.

convolutional-neural-networks deep-learning eeg-classification eeg-data matlab matlab-deep-learning neuroscience open-data open-science scinet

Last synced: 22 Sep 2025

https://github.com/tatevkaren/artificial-neural-network-business_case_study

Business Case Study to predict customer churn rate based on Artificial Neural Network (ANN), with TensorFlow and Keras in Python. This is a customer churn analysis that contains training, testing, and evaluation of an ANN model. (Includes: Case Study Paper, Code)

ann ann-model artificial-neural-network artificial-neural-networks bank-customers case-study churn-analysis data-science deep-learning machine-learning prediction-model predictive-analytics python3 tensorflow-tutorials

Last synced: 02 May 2025

https://github.com/bhavik-jikadara/ai-ml-roadmap

Welcome to the ultimate guide for starting your journey in Artificial Intelligence and Machine Learning in 2025! This roadmap provides a step-by-step approach to mastering AI and ML, from fundamentals to advanced topics.

artificial-intelligence computer-vision deep-learning deployment fundamentals-of-programming keras libraries machine-learning mathematics mlops natural-language-processing production-code pytorch reinforcement-learning roadmap scikit-learn tensorflow tools

Last synced: 30 Apr 2025

https://github.com/eliorc/tavolo

Collection of deep learning modules and functionality for the TensorFlow-Keras framework

deep-learning tensorflow tf-keras

Last synced: 12 Jun 2025

https://github.com/bage79/nlp4kor

Natural Language Processing for Korean with Deep Learning

deep-learning korean natural-language-processing pytorch tensorflow word2vec

Last synced: 17 Aug 2025

https://github.com/lucidrains/frame-averaging-pytorch

Pytorch implementation of a simple way to enable (Stochastic) Frame Averaging for any network

artificial-intelligence deep-learning geometric-learning

Last synced: 10 Jun 2025

https://github.com/robot-perception-group/AirPose

This repository contains the code of AirPose, our multi-view fusion network for Human Pose and Shape Estimation method

deep-learning drones human multi-view pose-estimation python shape-estimation

Last synced: 22 Apr 2025

https://github.com/criteo/deepr

The deepr module provide abstractions (layers, readers, prepro, metrics, config) to help build tensorflow models on top of tf estimators

deep-learning tensorflow

Last synced: 11 Jul 2025

https://github.com/benedekrozemberczki/FEATHER

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow

Last synced: 17 Apr 2025

https://github.com/rvandewater/yaib

🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datasets, cohorts, prediction tasks, endpoints, preprocessing, and models. Paper: https://arxiv.org/abs/2306.05109

amsterdamumcdb benchmark clinical-data clinical-ml deep-learning ehr eicu-crd framework hirid-dataset icu machine-learning mimic-iii mimic-iv patient-monitoring time-series

Last synced: 06 Apr 2025

https://github.com/bobholamovic/escnet

ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very High Resolution Remote Sensing Images

change-detection convolutional-neural-networks deep-learning pytorch remote-sensing

Last synced: 29 Aug 2025

https://github.com/lucidrains/neural-plexer-pytorch

Implementation of Nvidia's NeuralPlexer, for end-to-end differentiable design of functional small-molecules and ligand-binding proteins, in Pytorch

artificial-intelligence deep-learning denoising-diffusion drug-design protein-ligand-interactions

Last synced: 30 Apr 2025

https://github.com/ivaniscoding/gnn-for-combinatorial-optimization

JAX + Flax implementation of "Combinatorial Optimization with Physics-Inspired Graph Neural Networks" by Schuetz et al.

combinatorial-optimization deep-learning flax github gnn graph-neural-networks jax learn nbdev optimization qubo

Last synced: 17 Sep 2025

https://github.com/dansuh17/jdcnet-pytorch

pytorch implementation of JDCNet, singing voice detection and classification network

bilstm deep-learning lstm melody mir music-information-retrieval pytorch singing-voice

Last synced: 30 Apr 2025

https://github.com/benedekrozemberczki/feather

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

data-mining deep-learning deep-neural-networks deepwalk graph graph-classification graph-convolution graph-embedding graph-kernel graph2vec machine-learning network-embedding networkx neural-network node-classification node-embedding node2vec pytorch representation-learning tensorflow

Last synced: 11 Apr 2025

https://github.com/takashiishida/pconf

[NeurIPS 2018] Code for the paper "Binary Classification from Positive-Confidence Data"

deep-learning machine-learning

Last synced: 11 Apr 2025

https://github.com/yehengchen/ubuntu-deep-learning-environment-setup

Guide to installing Tensorflow with NVIDIA GPU and Deep learning enviroment - Nvidia Drivers/cuda/cuDNN/tensorflow-gpu/中文文档

cuda cudnn deep-learning nvidia-gpu tensorflow tensorflow-gpu ubuntu

Last synced: 05 May 2025

https://github.com/yunxiaoshi/pointnet-pytorch

PointNet in PyTorch with comprehensive experiments

computer-vision deep-learning

Last synced: 20 Mar 2025

https://github.com/codingbeard/tfkg

Create, train, and save Tensorflow Keras models all in Golang

deep-learning go golang gpu-acceleration keras machine-learning tensorflow tf

Last synced: 11 Sep 2025

https://github.com/dipanjans/adv_nlp_workshop_odsc_europe22

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage deep learning and deep transfer learning to solve popular tasks in NLP including Classification, Information Retrieval, Sentiment Analysis, Search Engines, Clustering, Paraphrase Mining, Summarization, Language Translation, Q&A systems

deep-learning gensim huggingface jupyter-notebook machine-learning natural-language-processing python pytorch tensorflow transfer-learning transformers

Last synced: 24 Aug 2025

https://github.com/jina-ai/example-multimodal-fashion-search

Input text or image, get back matching image fashion results, using Jina, DocArray, and CLIP

computer-vision deep-learning neural-search nlp python

Last synced: 10 May 2025

https://github.com/alanlaboratory/unrealmlagents

The Unreal ML Agents Toolkit is an open-source project that enables Unreal Engine games and simulations to serve as environments for training intelligent agents using deep reinforcement learning. This project is a port of Unity ML-Agents, adapted to work within Unreal Engine.

artificial-intelligence deep-learning deep-reinforcement-learning machine-learning neural-network reinforcement-learning unreal-engine unreal-engine-5 unreal-engine-plugin

Last synced: 11 Sep 2025

https://github.com/joisino/speedbook

書籍『深層ニューラルネットワークの高速化』のサポートサイトです。

deep-learning deep-neural-networks distillation efficiency neural-networks pruning pytorch quantization

Last synced: 24 Oct 2025

https://github.com/goruck/nilm

Energy Management Using Real-Time Non-Intrusive Load Monitoring

deep-learning edge-computing energy-disaggregation energy-management nilm tensorflow-lite tensorflow2

Last synced: 08 May 2025

https://github.com/kaggledatasets/kaggledatasets

Collection of Kaggle Datasets ready to use for Everyone (Looking for contributors)

data-science datasets deep-learning kaggle keras machine-learning python pytorch scikit-learn tensorflow

Last synced: 20 Jun 2025

https://github.com/SAP-samples/btp-ai-sustainability-bootcamp

This github repository contains the sample code and exercises of btp-ai-sustainability-bootcamp, which showcases how to build Intelligence and Sustainability into Your Solutions on SAP Business Technology Platform with SAP AI Core and SAP Analytics Cloud for Planning.

computer-vision condition-monitoring deep-learning defect-detection image-segmentation machine-learning predictive-maintenance sac-planning sample sample-code sap-ai-core sap-ai-launchpad sap-analytics-cloud sound-classification sustainability

Last synced: 07 May 2025

https://github.com/yassouali/SCL

:page_facing_up: Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).

contrastive-learning deep-learning few-shot-learning image-classification self-supervised-learning

Last synced: 08 May 2025

https://github.com/Time0o/colorful-colorization

A from-scratch PyTorch implementation of "Colorful Image Colorization" by Zhang et al.

convolutional-neural-networks deep-learning image-colorization pytorch

Last synced: 07 May 2025

https://github.com/nazanin1369/stockpredictor

Predict stock movement with Machine Learning and Deep Learning algorithms

deep-learning lstm-neural-networks rnn-tensorflow stock stock-market

Last synced: 21 Mar 2025

https://github.com/roboticsclubiitj/ml-dl-implementation

An implementation of ML and DL algorithms from scratch in python using nothing but NumPy and Matplotlib.

deep-learning hacktoberfest machine-learning matplotlib numpy nwoc python statistics woc

Last synced: 07 May 2025

https://github.com/pietrobarbiero/logic_explained_networks

Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.

deep-learning explainable-ai logic machine-learning neural-networks xai

Last synced: 10 Oct 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
Deep learning Categories
Papers 8,912 Uncategorized 8,803 fl in top-tier journal 3,255 Books 2,524 A01_文本生成_文本对话 2,387 **Literature and Codes** 2,279 Repos 1,865 NLP 1,821 Conference Papers 1,658 Table of Contents 1,645 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Attack 1,075 Deep Learning 1,069 Research Papers 945 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 841 Researchers 833