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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/zekeriyyaa/maskrcnn-modanet-fashion-segmentation-and-classification

Using modanet fashion dataset, the clothes images were classified under 5 season (summer,winter,spring,autumn,all).

annotati classification computer-vision deep-learning fashion kera maskrcnn modanet model python pytorch season season-classification segmentation

Last synced: 30 Jun 2025

https://github.com/lightonai/rita

RITA is a family of autoregressive protein models, developed by LightOn in collaboration with the OATML group at Oxford and the Debora Marks Lab at Harvard.

deep-learning generative-models protein-design

Last synced: 26 Aug 2025

https://github.com/persiyanov/skip-thought-tf

An implementation of skip-thought vectors in Tensorflow

deep-learning deeplearning embeddings nlp skip-thought-vectors tensorflow text-summarization

Last synced: 30 Jul 2025

https://github.com/nachiket273/one_cycle_policy

Pytorch notebook with One Cycle Policy implementation (https://arxiv.org/abs/1803.09820)

cyclic-learning-rates deep-learning machine-learning notebook notebook-jupyter numpy one-cycle-policy python3 pytorch resnet

Last synced: 06 Apr 2025

https://github.com/keon/codegan

[Deprecated] Source Code Generation using Sequence Generative Adversarial Networks :octocat:

deep-learning paper policy-gradient recurrent-neural-networks rnn

Last synced: 09 Apr 2025

https://github.com/amrzhd/eeg-mscnn

This project explores the impact of Multi-Scale CNNs on the classification of EEG signals in Brain-Computer Interface (BCI) systems. By comparing the performance of two models, EEGNet and MSTANN, the study demonstrates how richer temporal feature extractions can enhance CNN models in classifying EEG signals

bci bci-systems deep-learning eeg-signals eegnet machine-learning multi-scale-features signal-processing

Last synced: 19 Oct 2025

https://github.com/ga642381/SpeechGen

《SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts》

deep-learning large-language-models prompt speech-generation speech-llm speech-processing

Last synced: 21 Jul 2025

https://github.com/kashif/tf-keras-tutorial

tf.keras + tf.data with Eager Execution

deep-learning keras tensorflow tensorflow-tutorials

Last synced: 12 Oct 2025

https://github.com/evgenykashin/srmnet

PyTorch implementation of "SRM : A Style-based Recalibration Module for Convolutional Neural Networks"

computer-vision deep-learning pytorch srm

Last synced: 11 Apr 2025

https://github.com/minzhang-whu/fdcnn

The implementation of FDCNN in paper - A Feature Difference Convolutional Neural Network-Based Change Detection Method

caffe change-detection deep-learning multi-scale multi-sensor pycaffe remote-sensing siamese-network

Last synced: 01 Mar 2026

https://github.com/NVlabs/diff-rt

This repository contains code to reproduce some of the results from the paper Sionna RT: Differentiable Ray Tracing for Radio Propagation Modeling using the Sionna™ link-level simulator.

5g 6g communications deep-learning digital-twin gpu-acceleration link-level-simulation machine-learning open-source ray-tracing reproducible-research

Last synced: 16 Jun 2026

https://github.com/yiling-chen/view-finding-network

A deep ranking network that learns to find good compositions in a photograph.

aesthetics dataset deep-learning evaluation tensorflow

Last synced: 22 Jan 2026

https://github.com/aiwithqasim/Free-Artificial-Intelligence-Resources

Welcome, to this Open Source Repository regarding FREE ARTIFICIAL INTELLIGENCE RESOURCE. Get Benefit from the free resources mention & kindly five STAR & FORK this so that it can get maximum Fame so that Everyone can take advantage.

ai article artificial-intelligence artificial-neural-networks blog data-science datascientist deep-learning freeresources hacktoberfest hecktoberfest2021 jobs machine-learning machine-learning-algorithms natural-language-processing nlp project python3 youtube

Last synced: 01 Apr 2025

https://github.com/ethanjameslew/autokoopman

AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.

autoencoders data-driven-dynamics deep-learning dynamic-mode-decomposition dynamical-systems koopman koopman-operators reachability sindy system-identification

Last synced: 16 Jun 2025

https://github.com/langboat/mengzi-retrieval-lm

An experimental implementation of the retrieval-enhanced language model

artificial-intelligence attention-mechanism deep-learning gpt language-model retrieval transformer

Last synced: 07 May 2025

https://github.com/eegdash/eegdash

EEG-DaSh: an open data, tool, and compute resource. a Python library and catalog for 700+ BIDS-first EEG, MEG, fNIRS, EMG, and iEEG datasets, ML-ready via PyTorch

aws aws-s3 data-sharing deep-learning eeg eeg-signals electroencephalography fair-principles machine-learning magnetoencephalography meg nemar neuroinformatics neuroscience open-data openneuro

Last synced: 01 Jul 2026

https://github.com/FangpingWan/NeoDTI

NeoDTI: Neural integration of neighbor information from a heterogeneous network for discovering new drug-target interactions

bioinformatics computational-biology deep-learning graph-convolution machine-learning

Last synced: 11 May 2025

https://github.com/IbrahimSobh/Segmentation

In this tutorial, you will perform inference across 10 well-known pre-trained semantic segmentors and fine-tune on a custom dataset. Design and train your own segmentor.

computer-vision deep-learning semantic-segmentation

Last synced: 04 May 2025

https://github.com/twsl/whos-there

The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends

deep-learning lightning machine-learning python pytorch pytorch-lightning

Last synced: 08 Oct 2025

https://github.com/instadeepai/manyfold

🧬 ManyFold: An efficient and flexible library for training and validating protein folding models

bioinformatics deep-learning jax protein-folding protein-structure python research

Last synced: 03 Nov 2025

https://github.com/godka/pensieve-ppo

The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, SAC, and support for both TensorFlow and PyTorch.

a2c deep-learning dqn pensieve ppo pytorch reinforcement-learning tensorflow

Last synced: 07 Apr 2025

https://github.com/lucidrains/n-grammer-pytorch

Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch

artificial-intelligence deep-learning memory n-gram transformers

Last synced: 14 Apr 2025

https://github.com/v7labs/covid-19-xray-dataset

12000+ manually drawn pixel-level lung segmentations, with and without covid

chest-x-ray computer-vision covid-19 deep-learning medical-image-dataset pneumonia x-ray x-ray-images

Last synced: 08 Apr 2026

https://github.com/rmst/rtrl

PyTorch implementation of our paper Real-Time Reinforcement Learning (NeurIPS 2019)

deep-learning deep-reinforcement-learning machine-learning pytorch reinforcement-learning

Last synced: 08 May 2025

https://github.com/masilab/synb0-disco

Distortion correction of diffusion weighted MRI without reverse phase-encoding scans or field-maps

deep-learning diffusion-mri distortion-correction

Last synced: 16 Jan 2026

https://github.com/daniel-furman/sft-demos

Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.

chatbot deep-learning instruction-tuning llama nlp text-generation transformers

Last synced: 09 Apr 2025

https://github.com/podgorskiy/vae

Example of vanilla VAE for face image generation at resolution 128x128 using pytorch.

autoencoder celeba celeba-dataset deep-learning deep-neural-networks deeplearning faces pytorch vae variational-autoencoder

Last synced: 15 Jun 2025

https://github.com/invictus717/MiCo

Explore the Limits of Omni-modal Pretraining at Scale

deep-learning multimodal multimodal-large-language-models omnimodal pretraining scale-up

Last synced: 20 Mar 2025

https://github.com/nolanzzz/mtmct

Design and Implementation of a Multi-Target Multi-Camera Tracking Solution

cuda deep-learning detection machine-learning opencv python pytorch reidentification research-project resnet tracking

Last synced: 20 Mar 2025

https://github.com/chriscummins/paper-end2end-dl

📝 "End-to-end Deep Learning of Optimization Heuristics" (🥇 PACT'17 Best Paper)

academic-publication autotuning compiler-optimizations deep-learning keras machine-learning neural-network paper publication tensorflow

Last synced: 30 Apr 2025

https://github.com/aimagelab/VKD

PyTorch code for ECCV 2020 paper: "Robust Re-Identification by Multiple Views Knowledge Distillation"

deep-learning eccv-2020 knowledge-distillation re-id

Last synced: 16 Apr 2025

https://github.com/bmw-innovationlab/bmw-classification-training-gui

This repository allows you to get started with training a State-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset and you can start the training right away. You can even test your model with our built-in Inference REST API. Training classification models with GluonCV has never been so easy.

classification computer-vision deep-learning gluoncv inference-api training

Last synced: 02 Jul 2025

https://github.com/graykode/matorage

Matorage is tensor(multidimensional matrix) object storage manager for deep learning framework(Pytorch, Tensorflow V2, Keras)

deep-learning pytorch storage-manager tensorflow

Last synced: 14 Apr 2025

https://github.com/aryan-jadon/Regression-Loss-Functions-in-Time-Series-Forecasting-Tensorflow

This repository contains the implementation of paper Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting with different loss functions in Tensorflow. We have compared 14 regression loss functions performance on 4 different datasets.

deep-learning forecasting keras loss-functions machine-learning python tensorflow time-series time-series-forecasting transformers

Last synced: 01 Apr 2025

https://github.com/ternaus/midv-500-models

Model for document segmentation trained on the midv-500-models dataset.

computer-vision deep-learning document-scanner image-segmentation python pytorch semantic-segmentation

Last synced: 18 Sep 2025

https://github.com/haranrk/digipathai

Tool to visualize gigantic pathology images and use AI to segment cancer cells and present as an overlay

cancer-research deep-learning gui medical-image-analysis openslide python segmentation wsi

Last synced: 13 Sep 2025

https://github.com/zsdonghao/unsup-im2im

Unsupervised Image to Image Translation with Generative Adversarial Networks

deep-learning gan generative-adversarial-network image-to-image tensorflow tensorlayer

Last synced: 30 Apr 2025

https://github.com/aleju/colorizer

Add colors to black and white images with neural networks (GANs).

deep-learning gan torch

Last synced: 22 Mar 2025

https://github.com/hpprc/simple-simcse

A simple implementation of SimCSE

deep-learning pytorch sentence-embeddings

Last synced: 17 Mar 2025

https://github.com/sthalles/face-similarity

Face-similarity CNN using Tensorflow Eager execution.

deep-learning face-authentication face-similarity machine-learning tensorflow

Last synced: 07 Apr 2025

https://github.com/dvlab-research/scgan

The implementation of 'Image synthesis via semantic composition', ICCV2021.

conditional-gan deep-learning dynamic-networks gan iccv2021 image-rendering image-synthesis pytorch

Last synced: 03 Jul 2025

https://github.com/Yevkuzn/semodepth

Semi-supervised monocular depth map prediction

deep-learning depth-estimation monocular-depth

Last synced: 02 Apr 2025

https://github.com/yassouali/fast.ai_notes

:notebook: Notes for fast.ai courses: intro to ML, Practical DL and Cutting edge DL.

deep-learning fastai machine-learning notes

Last synced: 12 Feb 2026

https://github.com/lucidrains/mimic-video

Implementation of Mimic-Video, Video-Action Models for SOTA Generalizable Robot Control Beyond VLAs

artificial-intelligence attention-mechanism deep-learning robotics transformers video-models

Last synced: 08 Feb 2026

https://github.com/Project-DC/pygeneses

A PyTorch based DeepRL framework to train and study artificial species in bio-inspired environments.

artificial-agents artificial-intelligence deep-learning hacktoberfest pytorch reinforcement-learning

Last synced: 11 May 2025

https://github.com/hereismari/deeplearning

This repository keeps track of my path towards understanding Deep Learning concepts (mainly with TensorFlow).

deep-learning education neural-network tensorflow tutorial

Last synced: 30 Apr 2025

https://github.com/zsdonghao/Unsup-Im2Im

Unsupervised Image to Image Translation with Generative Adversarial Networks

deep-learning gan generative-adversarial-network image-to-image tensorflow tensorlayer

Last synced: 27 Mar 2025

https://github.com/huckiyang/voice2series-reprogramming

ICML 21 - Voice2Series: Adversarial Reprogramming Acoustic Models for Time Series Classification

deep-learning machine-learning speech-processing time-series transfer-learning

Last synced: 08 Oct 2025

https://github.com/google-deepmind/dks

Multi-framework implementation of Deep Kernel Shaping and Tailored Activation Transformations, which are methods that modify neural network models (and their initializations) to make them easier to train.

artificial-intelligence deep-learning jax machine-learning neural-networks neural-tangent-kernel pytorch tensorflow

Last synced: 03 Oct 2025

https://github.com/tejas-nanaware/gan-anime-characters

Creating Anime Faces using Generative Adversarial Networks (GAN) techniques such as: DCGAN, WGAN, StyleGAN, StyleGAN2 and StyleGAN3. Top repos on GitHub for AnimeFace GAN Generative AI Models

anime-face-generation dcgan deep-learning gan gan-algorithms gan-models generative-adversarial-network neural-networks stylegan wgan

Last synced: 07 Mar 2026

https://github.com/lucidrains/geometric-vector-perceptron

Implementation of Geometric Vector Perceptron, a simple circuit for 3d rotation equivariance for learning over large biomolecules, in Pytorch. Idea proposed and accepted at ICLR 2021

artficial-intelligence biomolecule deep-learning equivariance protein-structure

Last synced: 14 Apr 2025

https://github.com/paletteml/mlsync

Sync your ML data with your favorite productivity tools!

deep-learning machine-learning mlflow notion python pytorch

Last synced: 14 Apr 2025

https://github.com/haranrk/DigiPathAI

Tool to visualize gigantic pathology images and use AI to segment cancer cells and present as an overlay

cancer-research deep-learning gui medical-image-analysis openslide python segmentation wsi

Last synced: 06 May 2025

https://github.com/spidy20/traffic_signs_webapp

A Flask WebApp which can predict the Traffic Signs🚦 using Deep Learning

deep-learning flask traffic-sign-classification

Last synced: 12 Apr 2025

https://github.com/telecombcn-dl/2017-persontyle

Applied Deep Learning Workshop London 2017

computer-vision deep-learning nlp

Last synced: 19 Jul 2025

https://github.com/allanyiin/trident

Make pytorch and tensorflow two become one.

convolutional-networks deep-learning neural-network pytorch tensorflow

Last synced: 09 Apr 2025

https://github.com/aryaaftab/light-sernet

Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition

deep-learning fully-convolutional-networks lightweight speech-emotion-recognition tensorflow2 tflite

Last synced: 25 Apr 2025

https://github.com/zlpure/CS231n

My Solution to Assignments of CS231n in Winter2016

anaconda deep-learning deep-neural-networks

Last synced: 19 Jul 2025

https://github.com/farhan0167/otto-m8

Flowchart-like UI to interconnect LLM's and Huggingface models, and deploy them as a REST API with little to no code.

ai ai-agents ai-agents-framework automation deep-learning docker fastapi huggingface-transformers langchain llm-inference low-code machine-learning no-code ollama openai-api rest

Last synced: 05 Apr 2025

https://github.com/mahyaret/kuka_rl

Reinforcement Learning Experiments using PyBullet

controls deep-learning grasping kuka pybullet pytorch reinforcement-learning

Last synced: 14 Oct 2025

https://github.com/mrdimosthenis/synapses

A group of neural-network libraries for functional and mainstream languages

clojure csharp deep-learning elixir fsharp functional-programming gleam java javascript lightweight machine-learning neural-network python scala

Last synced: 06 Oct 2025

https://github.com/jack-willturner/batchnorm-pruning

Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124

batchnorm deep-learning lasso pruning sgd

Last synced: 02 Sep 2025

https://github.com/dhopp1/nowcast_lstm

LSTM neural networks for nowcasting economic data.

deep-learning forecasting machine-learning neural-networks nowcasting pytorch

Last synced: 28 Feb 2026

https://github.com/dominux/sd_deepnude

Deepnude implementation based on SD inpainting

deep-learning deepnude generation pipeline stable-diffusion

Last synced: 05 Mar 2025

https://github.com/rk2900/dlf

Deep learning for flexible market price modeling (landscape forecasting) in real-time bidding advertising. An implementation of our KDD 2019 paper with some other (Python) implemented prediction models.

bid-landscape-forecasting deep-learning market-price real-time-bidding survival-analysis

Last synced: 12 Apr 2025

https://github.com/pentoai/vectory

Vectory provides a collection of tools to track and compare embedding versions.

deep-learning deep-neural-networks embedding-python embedding-vectors embeddings-similarity evaluation-framework

Last synced: 18 Feb 2026

https://github.com/rasbt/deeplearning-gdansk2019-tutorial

Ordinal Regression tutorial for the International Summer School on Deep Learning 2019

age-prediction biometrics deep-learning face-recognition ordinal-regression

Last synced: 30 Apr 2025

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

3D Vision functions with end-to-end support for deep learning developers, written in Ivy.

3d deep-learning depth ivy jax machine-learning mxnet numpy point-cloud python pytorch rendering sdf tensorflow vision voxel

Last synced: 12 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-Prompt-Engineering 457 awesome-ai-in-finance 208 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 8,854 Uncategorized 8,777 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 1,659 Table of Contents 1,628 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Deep Learning 1,069 Attack 1,067 Research Papers 945 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 841 Researchers 826