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/reddyprasade/deep-learning

Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, speech recognition, natural language processing, audio recognition, social network filtering, machine translation, bioinformatics, drug design, medical image analysis, material inspection and board game programs, where they have produced results comparable to and in some cases superior to human experts.

anns artificial-neural-networks audio-recognition biological-brains board-game-programs deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning hierarchical-learning natural-language-processing neural-network neural-networks social-network-filtering speech-recognition

Last synced: 09 Apr 2025

https://github.com/casperboone/dltpy

 🐍 Deep Learning Type Inference of Python Function Signatures using their Natural Language Context

deep-learning python typeinference

Last synced: 22 Apr 2025

https://github.com/jmaces/keras-adf

Tensorflow/Keras implementation of Assumed Density Filtering (ADF) based probabilistic neural networks

deep-learning deep-neural-networks keras machine-learning probabilistic-models tensorflow

Last synced: 23 Apr 2025

https://github.com/dalmia/machine-learning-paper-notes

This repository contains my notes for the research papers that I read for anyone to briefly glance over the details.

change-detection computer-vision convolutional-neural-networks deep-learning machine-learning recurrent-neural-networks

Last synced: 09 Feb 2026

https://github.com/yas-sim/openvino-real-time-noise-suppression-demo

Modified version of OpenVINO noise_suppression_demo. This version can handle real-time audio stream from microphone and output to headphone.

audio audio-processing deep-learning denoise inference microphone noise-reduction noise-removal openvino python real-time voice-denoise

Last synced: 22 Apr 2025

https://github.com/iamsuvhro/augmented-random-search

In this Repo I build Augmented Random Search its a game changing AI. It is very simple implementation it is able to do the exactly the same thing that Google Deep mind did in there accomplishment last year. Paper

artificial-intelligence augmented-random-search deep-learning deep-reinforcement-learning reinforcement-learning

Last synced: 03 Jul 2025

https://github.com/steq28/e2gan

E2GAN: Efficient Training of Efficient GANs for Image-to-Image Translation

deep-learning gan image-manipulation

Last synced: 28 Oct 2025

https://github.com/lrzpellegrini/latent-replay

Implementation of Latent Replay, a Continual Learning strategy for Real-Time / On The Edge applications

caffe continual-learning continualai deep-learning machine-learning

Last synced: 06 Jul 2025

https://github.com/thnak/yolov7-2-tensorflow

export any your YOLOv7 model to TensorFlow, TensorFlowJs, ONNX, OpenVINO, RKNN,...

deep-learning directml object-detection rknn tensorflow tensorflowjs tfjs windows yolov7

Last synced: 16 Jan 2026

https://github.com/kadirnar/losshub

LossHub: Loss Functions Library for Image Classification and Detection

deep-learning loss-functions object-classification

Last synced: 19 Jul 2025

https://github.com/timesler/pytorch-project-template

A template for building pytorch projects and packages including an optional REST API

deep-learning pytorch template-project

Last synced: 07 Mar 2026

https://github.com/justusschock/dl-utils

Utilities for Deep Learning with PyTorch (models, losses, metrics etc.)

cnn deep-learning deep-neural-networks loss-functions metrics models neural-network python pytorch

Last synced: 16 Aug 2025

https://github.com/dkurt/openvino_practice

Practice git, Travis CI and Intel OpenVINO

computer-vision deep-learning intel opencv openvino practice

Last synced: 15 Sep 2025

https://github.com/isosnovik/uva_aml17

Assignments for AML course @ UvA. Fall 2017

deep-learning machine-learning neural-networks python university-of-amsterdam

Last synced: 09 Aug 2025

https://github.com/roscibely/neural_networks

Repository for PEX0023 Neural Network subject/course on Computer Engineering - UFERSA 🧠

cnn collaborate deep-learning github lstm machine-learning neural-network neural-networks python recurrent-neural-networks rnn

Last synced: 25 Jul 2025

https://github.com/tanmoyio/gradman

Baby deep learning library🐣

autograd deep-learning deep-neural-networks

Last synced: 07 May 2025

https://github.com/vndee/vnondb-extractor

VNOnDB dataset extractor. This dataset can be use for build deep learning model to attack vietnamese handwritten text recognition problem.

dataset deep-learning handwritten-text-recognition python

Last synced: 12 May 2025

https://github.com/adamouization/breast-cancer-detection-mammogram-deep-learning-publication

Code for published article in PLOS ONE. Breast cancer detection in mammograms using DL techniques. Contains source code for data and methods used.

breast-cancer-detection convolutional-neural-networks deep-learning machine-learning plos-one

Last synced: 07 Mar 2026

https://github.com/ikergarcia1996/questionclustering

Clasificador de preguntas escrito en python 3 que fue implementado en el siguiente vídeo: https://youtu.be/qnlW1m6lPoY

clustering crawler deep-learning inteligencia-artificial machine-learning natural-language-processing nlp pln sentiment-analysis techonology unsupervised-machine-learning word-embeddings

Last synced: 05 Oct 2025

https://github.com/isaaccorley/detcon-pytorch

PyTorch implementation of DeepMind's DetCon from "Efficient Visual Pretraining with Contrastive Detection" Henaff et al. (ICCV 2021)

contrastive-learning deep-learning deepmind self-supervised-learning

Last synced: 12 Apr 2025

https://github.com/unda-ml/unda

General purpose machine learning crate

deep-learning dense-neural-network machine-learning rust

Last synced: 30 Aug 2025

https://github.com/QingChuanWS/TensorflowLiteMicro

Tensorflow Lite Micro is a DL inference framework for microcontrollers based on Google Tensorflow Lite

audio cmsis-nn deep-learning gcc-arm rt-thread stm32f4 tensorflow tensorflow-lite tensorflow-lite-micro

Last synced: 17 Sep 2025

https://github.com/bryanlimy/clinical-super-mri

Code for "Deep Attention Super-Resolution of Brain Magnetic Resonance Images Acquired Under Clinical Protocols".

attention-models brain-mri deep-learning mri-super-resolution pytorch super-resolution

Last synced: 15 Sep 2025

https://github.com/sainathadapa/mediaeval-2019-moodtheme-detection

4th position solution to the MediaEval - The 2019 Emotion and Themes in Music using Jamendo

audio-classification deep-learning mediaeval music-information-retrieval

Last synced: 30 Jun 2025

https://github.com/dataplayer12/darklight

A framework for knowledge distillation using TensorRT inference on teacher network

deep-learning model-distillation pytorch tensorrt

Last synced: 22 Aug 2025

https://github.com/adijo/gpt3-alchemy

GPT-3 attempts to predict & balance chemical reactions

deep-learning gpt-3 language-model machine-learning

Last synced: 14 Apr 2025

https://github.com/sauravmaheshkar/sslgym

Implementations of various Self Supervised Learning methods

deep-learning pytorch self-supervised-learning tensorflow

Last synced: 14 Apr 2025

https://github.com/alejandromllo/deeplearningbook

This repository stores PDF summaries of the chapters from the book Deep Learning by Ian Goodfellow, Yoshua Bengio and Aaron Courville.

artificial-intelligence book deep-learning summary

Last synced: 07 Feb 2026

https://github.com/hassanrrraza/crowd-analysis-yolo

BRT Crowd Analysis System using YOLOv8 and Computer Vision

computer-vision crowd-analysis deep-learning object-detection opencv python yolov8

Last synced: 17 Apr 2026

https://github.com/dongjunlee/beawesometoday

Be Awesome Today - My Awesome List & Today I Learned & Blogging Articles

awesome-list blog chatbot data-science deep-learning machine-learning python til today-i-learned

Last synced: 17 Mar 2026

https://github.com/musket-ml/musket_core

Core Functionality of DL Pipelines

compare-experiments deep-learning musket

Last synced: 24 Jan 2026

https://github.com/igreat/fast-style-transfer

PyTorch implementation of the fast neural style transfer paper 🏎💨🖌️🎨🧠

art artificial-intelligence computer-vision deep-learning fast-style-transfer machine-learning python pytorch style-transfer video-style-transfer

Last synced: 16 Oct 2025

https://github.com/mayukhdeb/mind_the_bend

vision based deep learning for racing games :racing_car:

deep-learning opencv2 pillow pyautogui pytorch self-driving-car

Last synced: 05 Mar 2026

https://github.com/flames1217/lol-deepwinpredictor

基于双向双层、引入注意力机制的LSTM对英雄联盟比赛胜率进行预测。

attention-mechanism crawler-python deep-learning flask lol lstm mongodb prediction python rocketmq spider

Last synced: 04 Jun 2026

https://github.com/magiccube/cenim-analytics

基于 Tensorflow 和深度神经网络,对 cenim 项目中搜集到的用户对电影的评价进行分析。

deep-learning deep-neural-networks dnn machine-learning tensorflow

Last synced: 30 Oct 2025

https://github.com/git-disl/ensemblebench

A holistic framework for promoting high diversity ensemble learning.

deep-learning diversity diversity-ensembles diversity-measurement ensemble-learning machine-learning

Last synced: 11 Apr 2026

https://github.com/jaywalnut310/vector-quantized-autoencoders

Tensorflow Implementation of "Theory and Experiments on Vector Quantized Autoencoders"

autoencoder deep-learning tensorflow transformer vae vqvae wmt

Last synced: 30 Apr 2025

https://github.com/yanndubs/ssl-risk-decomposition

Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".

benchmark deep-learning evaluation machine-learning model-zoo pytorch representation-learning self-supervised-learning

Last synced: 11 Apr 2025

https://github.com/shashikg/x-vector-based-speaker-diarization

Course project for EE698R (2020-21 Sem 2). An X-Vector Based Speaker Diarization System with AutoEncoder based clustering method. Also supports spectral and KMeans clustering method.

deep-clustering deep-learning python pytroch speaker-diarization

Last synced: 18 Mar 2025

https://github.com/ashutosh1919/data2vec-pytorch

Ready to run PyTorch implementation of Data2Vec 2.0: Highly efficient self-supervised representation learning for vision, speech and text.

audio-machine-learning computer-vision data2vec deep-learning embedding-models multimodal-deep-learning nlp pytorch self-supervised-learning

Last synced: 19 Mar 2025

https://github.com/brentp/spacepile

convert reads from repeated measures of same piece of DNA into spaced matricies for deep learners.

deep-learning genomics sequence-alignment

Last synced: 29 Oct 2025

https://github.com/paccmann/paccmann_chemistry

Generative models of chemical data for PaccMann^RL

deep-learning drug-discovery generative-model molecule-generation vae

Last synced: 10 Apr 2025

https://github.com/jiamings/tsong.me

You can use my code, but I would appreciate it if you provide a link back to my website. Also do not mess up with Google Analytics!

blog deep-learning html jekyll website

Last synced: 10 Apr 2025

https://github.com/alexklibisz/tensortube

Use tensorflow to classify frames from youtube videos.

deep-learning image-recognition tensorflow youtube-video

Last synced: 28 Oct 2025

https://github.com/jxtngx/deep-learning-with-claude

A modular, multi-agent based system for PyTorch, Hugging Face, and AWS.

artificial-intelligence claude-code deep-learning pytorch

Last synced: 30 Dec 2025

https://github.com/mhpi/hydrodl2

Repository for MHPI differentiable hydrological models.

deep-learning differentiable-physics hydrology

Last synced: 16 May 2026

https://github.com/aimagelab/csl-tal

Pytorch code for ECCVW 2022 paper "Consistency-based Self-supervised Learning for Temporal Anomaly Localization"

computer-vision deep-learning eccv2022 pytorch self-supervised-learning video-anomaly-detection

Last synced: 11 Apr 2025

https://github.com/msusazureaccelerators/intelligent-supply-chain-management

The Supply Chain Management Accelerator leverages deep learning forecasts, Azure Machine Learning and distributed computing with a Ray Cluster, to simulate an inventory optimization problem using synthetic data. It allows you to also run other simulations, using a PowerApps user-interface connected directly to the Azure Kubernetes Instance running

accelerator ai azure deep-learning machine-learning microsoft ml optimization power-apps power-bi ray-cluster supply-chain-management

Last synced: 22 Aug 2025

https://github.com/ayushexel/libnet

Deep Neural Network algorithms library for c++ from scratch

artificial-intelligence c c-plus-plus deep-learning deep-neural-networks machine-learning neural-networks

Last synced: 06 May 2025

https://github.com/playboy-player/pytorch_dart

Pytorch_Dart is a dart wrapper for Libtorch,striving to provide an experience identical to PyTorch. You can use it as an alternative to Numpy in your Dart/Flutter projects.

android computer-vision cpp cross-platform dart dart-package dartlang deep-learning deep-neural-networks deeplearning flutter flutter-package libtorch linux machine-learning numpy pytorch tensor torch windows

Last synced: 09 Apr 2025

https://github.com/isaaccorley/simpleview-pytorch

PyTorch implementation of SimpleView from "Revisiting Point Cloud Classification with a Simple and Effective Baseline", Goyal et al. (2020)

3d-vision artificial-intelligence deep-learning point-cloud-classification point-clouds pytorch

Last synced: 12 Apr 2025

https://github.com/matlab-deep-learning/social-distancing-monitoring-system

AI-enabled social distancing detection tool that can detect if people are keeping a safe distance from each other by analyzing real-time video streams from the camera. - Idea Credit : Landing AI (https://landing.ai/)

camera-calibration deep-learning example matlab matlab-deep-learning social-distancing-detection

Last synced: 12 Jun 2025

https://github.com/icon-lab/mambaroll

Official implementation of MambaRoll: A Physics-Driven Autoregressive State Space Model for Medical Image Reconstruction (https://arxiv.org/abs/2412.09331)

autoregressive deep-learning deep-neural-networks image-reconstruction mamba medical-imaging next-scale-prediction python pytorch sequence-models state-space-models unrolled-reconstruction-algorithm

Last synced: 06 Apr 2025

https://github.com/sayakpaul/malaria-detection-with-deep-learning

Deep learning based solution to automatically analyze medical images for malaria testing

computer-vision deep-learning fastai medical-imaging resnet-34

Last synced: 07 May 2025

https://github.com/qengineering/paddle-raspberry-pi

Paddle installation wheels for Raspberry Pi 4 (64-bit OS)

aarch64 armv8 deep-learning linux paddle paddlepaddle python raspberry-pi raspberry-pi-4 wheel

Last synced: 11 Jul 2025

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

📜 [NeurIPS 2022] "Symbolic Distillation for Learned TCP Congestion Control", S P Sharan, Wenqing Zheng, Kuo-Feng Hsu, Jiarong Xing, Ang Chen, Zhangyang Wang

congestion-control deep-learning interpretability pytorch symbolic-distillation

Last synced: 25 Oct 2025

https://github.com/zhisbug/cavs

Cavs: An Efficient Runtime System for Dynamic Neural Networks

deep-learning gpu neural-network

Last synced: 13 Jun 2025

https://github.com/ilanprice/dctps

Code for testing DCT plus Sparse (DCTpS) networks

deep-learning neural-network-compression neural-network-pruning sparse-neural-networks

Last synced: 24 Apr 2025

https://github.com/yeonghyeon/lung_extraction_from_cxr

Lung Extraction from Chest X-ray for Efficient Computing

computing deep-learning efficient extraction lung nih residual-networks

Last synced: 26 Apr 2025

https://github.com/laminetourelab/mogonet

MOGONET (Multi-Omics Graph cOnvolutional NETworks) is multi-omics data integrative analysis framework for classification tasks in biomedical applications.

deep-learning graph-convolutional-networks machine-learning mogonet multi-omics multi-omics-integration multimodal-deep-learning pytorch

Last synced: 11 Mar 2026

https://github.com/gjbex/machine-learning-with-python

Repository for participants of the "Machine learning with Python" training

deep-learning keras machine-learning python python-training scikit-learn training

Last synced: 13 Jul 2025

https://github.com/sayful1/carousel-slider

Carousel Slider is an AI-powered tool for creating stunning, SEO-friendly carousels. Easily showcase images, videos, logos, or content to boost engagement. Features include auto-generated sliders powered by AI, perfect for professional websites, e-commerce, and blogs.

artificial-intelligence carousel carousel-slider computer-vision deep-learning llama-models nlp-machine-learning tool

Last synced: 05 Jan 2026

https://github.com/dhlab-epfl/LinkedBooksDeepReferenceParsing

A deep learning architecture for reference mining from literature in the arts and humanities.

annotated-references annotations annotations-dataset citations crf crf-model dataset deep-learning footnotes venice

Last synced: 23 Nov 2025

https://github.com/luickk/gan-audio-generator

Generating audio using a Generative Adversarial Network

deep-learning gan general-adversarial-network keras python

Last synced: 12 Apr 2025

https://github.com/bittremieux-lab/GLEAMS

GLEAMS is a Learned Embedding for Annotating Mass Spectra.

clustering deep-learning mass-spectrometry

Last synced: 16 Mar 2025

https://github.com/nusnlp/greco

The official code for the "System Combination via Quality Estimation for Grammatical Error Correction" paper, published in EMNLP 2023.

deep-learning ensemble-model gec grammatical-error-correction pytorch quality-estimation re-ranking

Last synced: 23 Apr 2025

https://github.com/zeqiang-lai/torchlight

Torchlight is a light-weight PyTorch wrapper with many useful util functions for fast prototyping of computer vision models.

deep-learning pytorch

Last synced: 16 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 1,116 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-World-Model 725 Awesome-Diffusion-Models-in-Medical-Imaging 572 Awesome-FL 4,069 awesome-deep-trading 94 Awesome-Dataset-Distillation 354 awesome-backbones 82 awesome-diarization 183 awesome-radar-perception 559