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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/kaustubhhiware/lstm-gru-from-scratch

LSTM, GRU cell implementation from scratch in tensorflow

deep-learning fashion-mnist gru gru-cell lstm tensorflow

Last synced: 28 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/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/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

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/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/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/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/chagmgang/pytorch_ppo_rl

Pytorch implementation of intrinsic curiosity module with proximal policy optimization

breakout curiosity deep-learning icm intrinsic-curiosity-module multi-process ppo pytorch reinforcement-learning

Last synced: 22 Apr 2025

https://github.com/nishiwen1214/psforest

Paper of ACML 2020: "PSForest: Improving Deep Forest via Feature Pooling and Error Screening"

deep-learning deepforest machine-learning

Last synced: 19 Jul 2025

https://github.com/karolzak/cntk-hotel-pictures-classificator

This POC is using CNTK 2.1 to train model for multiclass classification of images. Our model is able to recognize specific objects (i.e. toilet, tap, sink, bed, lamp, pillow) connected with picture types we are looking for. It plays a big role in a process which will be used to classify pictures from different hotels and determine whether it's a picture of bathroom, bedroom, hotel front, swimming pool, bar, etc.

ai alexnet-model classification cntk cntk-model cognitive-toolkit deep-learning deep-neural-networks dsvm faster-rcnn machine-learning ml object-classification object-detection python transfer-learning

Last synced: 27 Feb 2026

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/davidmchan/caption-by-committee

Using LLMs and pre-trained caption models for super-human performance on image captioning.

ai captioning chatgpt deep-learning image machine-learning python

Last synced: 13 Apr 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/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/liuxinhai/Point2Sequence

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network

3d classification deep-learning point-cloud segmentation

Last synced: 20 Mar 2025

https://github.com/intel/intel-xai-tools

Explainable AI Tooling (XAI). XAI is used to discover and explain a model's prediction in a way that is interpretable to the user. Relevant information in the dataset, feature-set, and model's algorithms are exposed.

ai deep-learning explainable-ai machine-learning pytorch tensorflow

Last synced: 21 Aug 2025

https://github.com/yu-iskw/google-cloud-deep-learning-kit

Create a GPU instance on GCP with Jupyter + Keras(Tensorflow) + Nvidia Docker

deep-learning deep-neural-networks docker google-cloud gpu jupyter keras nvidia-docker tensorflow

Last synced: 05 Apr 2025

https://github.com/lumtis/react-native-caffe2

React native package to use caffe2 models. Use deep learning on hybrid mobile application within 2 min

android caffe2 deep-learning deep-neural-networks hybrid image-classification ios machine-learning mobile-app npm-package opencv2 react-native

Last synced: 30 Oct 2025

https://github.com/fastai/tinypets

Minimal JS interface to an image classifer

deep-learning fastai spaces

Last synced: 24 Dec 2025

https://github.com/zhangxiaoyu11/OmiEmbed

Multi-task deep learning framework for multi-omics data analysis

cancer deep-learning multi-omics multi-task-learning

Last synced: 08 May 2025

https://github.com/adityajn105/face-recognition-siamese-network

A Face Recognition Siamese Network implemented using Keras. Siamese Network is used for one shot learning which do not require extensive training samples for image recognition.

deep-learning face-recognition-python keras one-shot-learning siamese-network

Last synced: 13 Apr 2025

https://github.com/Erotemic/netharn

Parameterized fit and prediction harnesses for pytorch

deep-learning python pytorch

Last synced: 07 May 2025

https://github.com/lucidrains/rest-em-pytorch

Implementations and explorations into the ReST𝐸𝑀 algorithm in the new deepmind paper "Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models"

artificial-intelligence deep-learning self-training transformers

Last synced: 09 Mar 2025

https://github.com/pkumusic/E-DRL

Exploration Strategies for Deep Reinforcement Learning

deep-learning deep-reinforcement-learning exploration

Last synced: 28 Mar 2025

https://github.com/ncats/ncats-adme

The source code for ADME@NCATS application that hosts prediction models for ADME properties. Link to application: https://opendata.ncats.nih.gov/adme/home

adme artificial-intelligence deep-learning machine-learning ncats-dpi-ifx

Last synced: 07 Feb 2026

https://github.com/Wendydesigner/DLwithjs---chinese

Deep learning with jacascript中文版

deep-learning javascript

Last synced: 27 Apr 2025

https://github.com/sanofi-public/ribonn

RiboNN: predicting translation efficiencies from mRNA sequences

deep-learning mrna-translation-efficiency

Last synced: 17 Mar 2026

https://github.com/guokr/caver

Caver: a toolkit for multilabel text classification.

attention-model cnn deep-learning multi-label-classification nlp pytorch text-classification

Last synced: 14 Jul 2025

https://github.com/scitator/catalyst-rl-framework

Catalyst.RL: A Distributed Framework for Reproducible RL Research

benchmark continuous-control deep-learning framework mujoco python pytorch reinforcement-learning

Last synced: 30 Apr 2025

https://github.com/shusentang/fontrnn

Implementation of FontRNN [Computer Graphics Forum, 2019].

computer-graphics deep-learning glyphs seq2seq

Last synced: 09 Mar 2026

https://github.com/jefkine/zeta-learn

zeta-lean: minimalistic python machine learning library built on top of numpy and matplotlib

autoencoder cnn data-science datasets deep-learning gan gru k-means-clustering lstm machine-learning matplotlib neural-networks numpy pca perceptron python regression rnn

Last synced: 14 Jan 2026

https://github.com/ise-uiuc/whitefox

WhiteFox: White-Box Compiler Fuzzing Empowered by Large Language Models (OOPSLA 2024)

deep-learning llvm pytorch software-testing tensorflow

Last synced: 16 May 2025

https://github.com/nlpatvcu/multitasking_transformers

Multitask Learning with Pretrained Transformers

bert clinical-nlp deep-learning multi-task-learning

Last synced: 17 Apr 2025

https://github.com/niuchuangnn/noise2sim

Noise2Sim is a general unsupervised deep denoising method.

deep-learning pytorch

Last synced: 14 Jan 2026

https://github.com/lunarwhite/yolo-student-counter

Monitor in classroom headcount, support image/video/live streaming as input. 教室人数检测统计

deep-learning object-detection python pytorch yolov5

Last synced: 09 Apr 2025

https://github.com/victordibia/tpudcgan

Train DCGAN with TPUs on Google Cloud

dcgan dcgan-tensorflow deep-learning gan machine-learning tpu

Last synced: 30 Jun 2025

https://github.com/particle1331/ok-transformer

Exploring machine learning engineering and operations. ❚

deep-learning fastapi jupyterbook machine-learning pytorch tensorflow2

Last synced: 15 Apr 2025

https://github.com/soumik12345/point-cloud-segmentation

TF2 implementation of PointNet for segmenting point clouds

deep-learning keras point-cloud segmentation tensorflow2 tpu

Last synced: 07 May 2025

https://github.com/vitorcarvalho67/barium

Cutting-edge Python software utilizing neural networks and machine learning for precise hand movement tracking

cnn-keras computer-vision cv2 deep-learning human-computer-interaction keras-neural-networks machine-learning mediapipe-hands open-source opencv scikit-learn virtual-mouse

Last synced: 08 Sep 2025

https://github.com/gt4sd/zero-shot-bert-adapters

Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

bert deep-learning intent intent-classification intent-detection nlp pytorch transformers zero-shot zero-shot-classification

Last synced: 13 Apr 2025

https://github.com/grimmerk/alphago-zero-tictactoe-js

A game framework based on AlphaZero/TensorFlow.js runs in browser to demonstrate tic-tac-toe AI game. Use a pre-trained model or train from scratch. Ported from suragnair/alpha-zero-general (Python)

alphazero browser cnn create-react-app deep-learning game javascript monte-carlo-tree-search neural-network numjs reactjs reinforcement-learning semantic-ui skip-resnet-implementation tic-tac-toe tictactoe

Last synced: 27 Jun 2025

https://github.com/hxwork/omnet_pytorch

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

3d-point-cloud-registration deep-learning pytorch

Last synced: 07 Oct 2025

https://github.com/mavenlin/ai_research_trends

Trends of arxiv submissions counted from twitter/medium/reddit etc.

ai arxiv deep-learning machine-learning

Last synced: 09 Oct 2025

https://github.com/lucidrains/d4rt

Implementation of D4RT, Efficiently Reconstructing Dynamic Scenes, Deepmind

4d artificial-intelligence attention deep-learning

Last synced: 06 Jun 2026

https://github.com/kanglcn/moraine

Modern Radar Interferometry Environment; A simple, stupid InSAR postprocessing tool in big data era

big-data deep-learning ds insar interactive-visualizations phase-unwrapping ps

Last synced: 21 Jan 2026

https://github.com/ahmedfgad/introdlpython

This repository is updated by a number of introductory projects to deep learning with Python.

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks gradient-descent numpy python

Last synced: 23 Apr 2025

https://github.com/erotemic/netharn

Parameterized fit and prediction harnesses for pytorch

deep-learning python pytorch

Last synced: 11 Mar 2026

https://github.com/shenwanxiang/bidd-aggmap

Jigsaw-like AggMap: A Robust and Explainable Multi-Channel Omics Deep Learning Tool

ai clustering deep-learning machine-learning omics visualization

Last synced: 16 Jan 2026

https://github.com/picovoice/falcon

On-device speaker diarization powered by deep learning

deep-learning diarization on-device speaker-diarization speaker-recognition

Last synced: 31 Mar 2025

https://github.com/worldbank/gistembed

GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings

deep-learning embedding-models fine-tuning huggingface mteb sentence-embeddings sentence-transformers

Last synced: 24 Apr 2025

https://github.com/domoritz/label_generator

Training data generator for text detection

deep-learning neural-network python text-detection

Last synced: 20 Jun 2025

https://github.com/meiyor/deep-learning-emotion-decoding-using-eeg-data-from-autism-individuals

Code for processing and managing data for EEG-based emotion recognition of individuals with and without Autism. EEG and other clinical data were collected in StonyBrook Social Competence Treatment Lab, for data request evaluation please contact professor Matthew D. Lerner matthew.lerner@stonybrook.edu

autism autism-spectrum-disorder cnn convolutional-neural-networks deep-learning

Last synced: 15 Jul 2025

https://github.com/Mayachitra-Inc/MaleX

A curated dataset of malware and benign Windows executable samples for malware researchers

deep-learning image-classification machine-learning malware-detection malware-research

Last synced: 08 May 2025

https://github.com/z8g/app

本科期间写的一些应用程序

deep-learning java js machine-learning mybatis mysql python springboot springmvc

Last synced: 29 Oct 2025

https://github.com/ofnote/tsanley

A runtime shape checker and auto-annotator for tensor programs (pronounced "stanley")

deep-learning deep-neural-networks neural-networks numpy pytorch tensorflow

Last synced: 01 Aug 2025

https://github.com/ternaus/datasouls_antispoof

Code and pre-trained models for detecting spoofing attacks from images.

antispoofing computer-vision deep-learning image-classification liveness-detection neural-network

Last synced: 04 Oct 2025

https://github.com/gentaiscool/indonesian-nlp

A curated list of research papers and resources on Indonesian languages

deep-learning indonesian javanese local local-languages machine-learning nlp papers research speech sundanese survey

Last synced: 17 Feb 2026

https://github.com/marrlab/shapr_torch

SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"

cubical-complexes deep-learning image-reconstruction persistent-homology pytorch segmentation topological-data-analysis topological-machine-learning

Last synced: 11 Jul 2025

https://github.com/faceplugin-ltd/facerecognition-.net

Face Recognition SDK .NET MAUI (formerly Xamarin) and CSharp with 3D passive liveness detection (Face Detection, Face Landmarks, Face Recognition, Face Liveness, Face Pose, Face Expression, Face attributes)

artificial-intelligence biometric-authentication biometric-identification deep-learning face-anti-spoofing face-detection face-recognition face-recognition-attendance-system face-recognition-sdk identity-verification liveness-detection machine-learning

Last synced: 14 Sep 2025

https://github.com/microsoft/CASPR

CASPR is a deep learning framework applying transformer architecture to learn and predict from tabular data at scale.

attention-mechanism business deep-learning tabular-data transformer transformer-architecture transformer-encoder

Last synced: 05 Apr 2025

https://github.com/repetere/tensorscript

REPO MOVED TO https://repetere.github.io/jsonstack-model - Deep Learning Classification, Clustering, LSTM Time Series and Regression with Tensorflow

classification deep-learning deep-neural-networks machine-learning neural-network regression tensorflow

Last synced: 18 Jun 2026

https://github.com/charlesll/i-melt

i-Melt is a machine learning model of the properties of aluminosilicate melts and glasses

deep-learning deep-neural-networks geosciences glass machine-learning material pgnn python pytorch

Last synced: 09 Apr 2025

https://github.com/shekit/mirror-selfie

Removing the phone from the notorious mirror selfie using deep learning

deep-learning jupyter-notebook keras keras-tensorflow tensorflow

Last synced: 05 May 2025

https://github.com/haibo-qiu/GFNet

[TMLR 2022] Geometric Flow Network for 3D Point Cloud Semantic Segmentation

deep-learning point-cloud pytorch semantic-segmentation

Last synced: 20 Mar 2025

https://github.com/erogol/net2net

Net2Net implementation on PyTorch for any possible vision layers.

computer-vision deep-learning net2net pytorch

Last synced: 30 Apr 2025

https://github.com/jacksonchen1998/llama-paper-list

Collection of papers using LLaMA as backbone model

deep-learning language-model llama opensource paper transformer

Last synced: 12 Apr 2025

https://github.com/d2l-ai/courses

Courses that use D2L books

courses deep-learning machine-learning

Last synced: 03 May 2026

https://github.com/faceplugin-ltd/palm-recognition

The world's 1st free and open source palm recognition SDK for Windows and Linux (Palm detection, ROI extraction, Template extraction, Template mathcing)

biometric-authentication computer-vision deep-learning image-processing image-recognition machine-learning palm-detection palm-print-recognition palm-recognition python

Last synced: 19 Mar 2025

https://github.com/uw-mad-dash/shockwave

Code for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]

cloud-computing cluster-scheduler deep-learning distributed-systems distributed-training machine-learning pytorch

Last synced: 27 Apr 2025

https://github.com/ml-jku/mc-lstm

Experiments with Mass Conserving LSTMs

deep-learning lstm machine-learning

Last synced: 29 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
Deep learning Categories
Papers 8,907 Uncategorized 8,801 fl in top-tier journal 3,255 Books 2,527 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 1,068 Research Papers 952 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 841 Researchers 832