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Awesome

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/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/zlpure/CS231n

My Solution to Assignments of CS231n in Winter2016

anaconda deep-learning deep-neural-networks

Last synced: 19 Jul 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/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: 17 Mar 2025

https://github.com/guyyariv/AudioToken

This repo contains the official PyTorch implementation of AudioToken: Adaptation of Text-Conditioned Diffusion Models for Audio-to-Image Generation

ai-art audio-to-image audio2image deep-learning diffusion-models image-generation multi-modal stable-diffusion text2image

Last synced: 14 Jul 2025

https://github.com/seonghwanseo/pharmaconet

Official Github for "PharmacoNet: deep learning-guided pharmacophore modeling for ultra-large-scale virtual screening" (Chemical Science)

deep-learning drug-discovery instance-segmentation machine-learning pharmacophore pharmacophore-modelling virtual-screening

Last synced: 12 May 2025

https://github.com/vcg-uvic/sportsfield_release

Code release for WACV 2020, "Optimizing Through Learned Errors for Accurate Sports Field Registration"

camera-calibration deep-learning

Last synced: 23 Apr 2025

https://github.com/lucidrains/complex-valued-transformer

Implementation of the transformer proposed in "Building Blocks for a Complex-Valued Transformer Architecture"

artificial-intelligence attention-mechanisms complex-networks deep-learning transformers

Last synced: 14 Apr 2025

https://github.com/nmhaddad/fast-track

Object tracking pipelines complete with RF-DETR, YOLOv9, YOLO-NAS, YOLOv8, and YOLOv7 detection and BYTETracker tracking

computer-vision deep-learning object-detection object-tracking onnx opencv rf-detr yolo yolo-nas yolov7 yolov8 yolov9

Last synced: 06 Apr 2025

https://github.com/danielegrattarola/ginr

Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).

deep-learning implicit-neural-representation machine-learning neural-fields neurips-2022 pytorch

Last synced: 27 Jul 2025

https://github.com/prajjwal1/fluence

A deep learning library based on Pytorch focussed on low resource language research and robustness

attention deep-learning nlp pytorch transformers

Last synced: 12 Jun 2025

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

[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.

compressive-sensing deep-learning lista machine-learning sparse-coding sparse-reconstruction

Last synced: 14 Mar 2026

https://github.com/warner-benjamin/fastxtend

Train fastai models faster (and other useful tools)

deep-learning fastai machine-learning python pytorch

Last synced: 08 Oct 2025

https://github.com/githubharald/worddetectornn

Detect handwritten words (neural network based).

deep-learning detector handwriting pytorch

Last synced: 17 Jun 2025

https://github.com/the-ai-summer/gans-in-computer-vision

GANs in computer vision AI Summer article series

adverserial computer-vision deep-learning gan gans learning

Last synced: 09 Jul 2025

https://github.com/julioasotodv/ie-c4-466671-diffusion-models

Material for lectures on Diffusion models at IE university

deep-learning diffusion diffusion-models generative-ai machinel-learning

Last synced: 15 Oct 2025

https://github.com/lucidrains/transframer-pytorch

Implementation of Transframer, Deepmind's U-net + Transformer architecture for up to 30 seconds video generation, in Pytorch

artificial-intelligence attention-mechanisms deep-learning transformers unet video-generation

Last synced: 12 Feb 2026

https://github.com/lucidrains/memory-compressed-attention

Implementation of Memory-Compressed Attention, from the paper "Generating Wikipedia By Summarizing Long Sequences"

artificial-intelligence attention-mechanism deep-learning

Last synced: 05 Sep 2025

https://github.com/thomas0809/rxnscribe

A Sequence Generation Model for Reaction Diagram Parsing

chemistry deep-learning reaction

Last synced: 12 Apr 2025

https://github.com/SIP-Lab/CNN-VAD

A Convolutional Neural Network based Voice Activity Detector for Smartphones

deep-learning deep-neural-networks digital-signal-processing smartphone speech-processing

Last synced: 07 May 2025

https://github.com/hycis/tensorgraph

A tensorflow library for building all kinds of models

deep-learning tensorflow

Last synced: 15 Mar 2026

https://github.com/zakuro-ai/asr

ASRDeepspeech x Sakura-ML (English/Japanese) with deepspeech2 model in pytorch with support from Zakuro AI.

asr audio deep-learning japanese python sakura sakura-ml speech-recognition zakuro zakuro-ai

Last synced: 20 Apr 2026

https://github.com/rahiel/open_nsfw--

API to classify images as SFW/NSFW.

deep-learning docker-image nudity-detection

Last synced: 05 Apr 2025

https://github.com/H2SO4T/ARES

Black-box tool that uses Deep Reinforcement Learning to test and explore Android applications

android android-testing appium appium-android apple-silicon applesilicon black-box-testing deep-learning deep-reinforcement-learning pytorch reinforcement-learning

Last synced: 29 Mar 2025

https://github.com/rishit-dagli/cppe-dataset

Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

artificial-intelligence computer-vision cppe5 data dataset deep-learning machine-learning models object-detection pretrained-models pytorch tensorflow vision

Last synced: 15 Jun 2025

https://github.com/ritchieng/ritchieng.github.io

My personal repository of notes served through Github pages at http://www.ritchieng.com/

deep-learning neural-network pytorch tensorflow

Last synced: 06 Apr 2025

https://github.com/arnaldog12/manual-pratico-deep-learning

Repositório para o meu curso na Udemy

deep-learning neural-network udemy

Last synced: 15 Apr 2025

https://github.com/YifanXu74/Evo-ViT

Official implement of Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer

computer-vision deep-learning image-classification vision-transformer vision-transformers

Last synced: 03 Oct 2025

https://github.com/robmarkcole/coral-pi-rest-server

Perform inferencing of tensorflow-lite models on an RPi with acceleration from Coral USB stick

deep-learning object-detection python raspberry-pi ssd tensorflow tensorflow-lite

Last synced: 15 Apr 2025

https://github.com/gigasquid/clojure-mxnet

Clojure Package for MXNET

clojure deep-learning

Last synced: 26 Mar 2025

https://github.com/zetayue/MXMNet

Source code for "Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures"

computational-biology deep-learning drug-discovery geometric-deep-learning graph-neural-networks machine-learning

Last synced: 21 Jul 2025

https://github.com/Tony607/keras-image-ocr

How to train a Keras model to recognize variable length text | DLology

deep-learning keras ocr

Last synced: 26 Apr 2025

https://github.com/luozhouyang/machine-learning-notes

A repository to save my machine learning notes.

deep-learning machie-learning

Last synced: 25 Apr 2025

https://github.com/azure/mlops-project-template

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

azure azuremachinelearning azureml deep-learning devops machine-learning microsoft mlops mlops-environment mlops-template mlops-workflow

Last synced: 20 Oct 2025

https://github.com/lucidrains/differentiable-sdf-pytorch

Implementation of Differentiable Sign-Distance Function Rendering - in Pytorch

artificial-intelligence deep-learning scene-representations signed-distance-functions

Last synced: 23 Apr 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: 02 Apr 2025

https://github.com/Sirui-Xu/STARS

[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"

deep-learning disentangled-representations eccv2022 generative-model graph-neural-networks human-motion-prediction motion-forecasting motion-prediction pytorch

Last synced: 23 Apr 2025

https://github.com/ajhamdi/sparf_pytorch

official repo for the paper "SPARF: Large-Scale Learning of 3D Sparse Radiance Fields from Few Input Images"

3d deep-learning nerf radiance-field

Last synced: 09 Apr 2025

https://sirui-xu.github.io/STARS/

[ECCV 2022 oral] Official PyTorch implementation of the paper "Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors"

deep-learning disentangled-representations eccv2022 generative-model graph-neural-networks human-motion-prediction motion-forecasting motion-prediction pytorch

Last synced: 23 Apr 2025

https://github.com/chokkan/deeplearning

ART.T458: "Machine Learning" in Tokyo Institute of Technology

deep-learning deep-neural-networks machine-learning natural-language-processing numpy pytorch

Last synced: 02 May 2026

https://github.com/nikolasent/lyft-perception-challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 30 Apr 2025

https://github.com/lewuathe/n42

Tiny Deep Learning module for Node.js

deep-learning javascript nodejs

Last synced: 02 May 2025

https://github.com/lucidrains/adjacent-attention-network

Graph neural network message passing reframed as a Transformer with local attention

artificial-intelligence attention-mechanism deep-learning graph-neural-networks transformer

Last synced: 30 Apr 2025

https://github.com/xl0/lovely-numpy

NumPy arrays, ready for human consumption

deep-learning library numpy statistics visualization

Last synced: 09 Apr 2025

https://github.com/gaussic/char_rnn_lm_zh

language model in Chinese，基于Pytorch官方文档实现

chinese deep-learning language-model lstm pytorch rnn

Last synced: 04 May 2025

https://github.com/Novartis/peax

Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders

autoencoder data-visualization deep-learning epigenomics interactive-machine-learning pattern-search sequential-data

Last synced: 07 May 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: 30 Mar 2025

https://github.com/novartis/peax

Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders

autoencoder data-visualization deep-learning epigenomics interactive-machine-learning pattern-search sequential-data

Last synced: 21 Jul 2025

https://github.com/antonior92/ecg-age-prediction

Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural network-estimated electrocardiographic age as a mortality predictor".

age-prediction biological-age convolutional-neural-networks deep-learning ecg ecg-records ecg-signal machine-learning neural-networks pytorch

Last synced: 15 Apr 2025

https://github.com/akash-rajak/Real-Time-Human-Detection-Counting

A tensorflow based Faster RCNN inception v2 python model to detect and count humans in real time images, videos & camera.

computer-vision counting cv2 deep-learning detection detection-model faster-rcnn-inception-v2 human-detection machine-learning matplotlib numpy opencv os pil python python3 tensorflow time tkinter video

Last synced: 06 Mar 2025

https://github.com/whatrocks/cozmo-tensorflow

🤖 Cozmo the Robot recognizes objects with TensorFlow

cozmo cozmo-sdk deep-learning floyd-cli floydhub imagenet python tensorflow transfer-learning

Last synced: 19 Apr 2025

https://github.com/dataflowr/website

code for the website

deep-learning franklin julia

Last synced: 01 May 2025

https://github.com/kaiyangzhou/ssdg-benchmark

Benchmarks for semi-supervised domain generalization.

deep-learning domain-generalization neural-networks pytorch semi-supervised-learning

Last synced: 25 Mar 2025

https://github.com/The-AI-Summer/GANs-in-Computer-Vision

GANs in computer vision AI Summer article series

adverserial computer-vision deep-learning gan gans learning

Last synced: 08 May 2025

https://github.com/KaiyangZhou/ssdg-benchmark

Benchmarks for semi-supervised domain generalization.

deep-learning domain-generalization neural-networks pytorch semi-supervised-learning

Last synced: 08 May 2025

https://github.com/yassersouri/pytorch-deep-sets

PyTorch re-implementation of parts of "Deep Sets" (NIPS 2017)

deep-learning machine-learning nips-2017 pytorch

Last synced: 02 Feb 2026

https://github.com/NikolasEnt/Lyft-Perception-Challenge

The 4th place and the fastest solution of the Lyft Perception Challenge (Image semantic segmentation with PyTorch)

computer-vision deep-learning linknet pytorch sdcnd self-driving-car semantic-segmentation

Last synced: 25 Jul 2025

https://github.com/codingforentrepreneurs/ai-as-an-api

Learn to create & deploy a deep learning algorithm into a production REST API microservice using Python, Keras, FastAPI, & NoSQL.

astradb cassandra-database cassandra-driver datastax deep-learning fastapi git-crypt keras microservice production python python3 rest-api terraform

Last synced: 18 Jan 2026

https://github.com/akash-rajak/real-time-human-detection-counting

A tensorflow based Faster RCNN inception v2 python model to detect and count humans in real time images, videos & camera.

computer-vision counting cv2 deep-learning detection detection-model faster-rcnn-inception-v2 human-detection machine-learning matplotlib numpy opencv os pil python python3 tensorflow time tkinter video

Last synced: 18 Oct 2025

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

🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

c51 deep-learning distributional-rl dqn machine-learning qr-dqn rainbow-dqn tensorflow tensorflow2

Last synced: 01 Aug 2025

https://github.com/nyumedml/darts

Code for DARTS: DenseUnet-based Automatic Rapid Tool for brain Segmentation

artificial-intelligence brain-mri brain-segmentation deep-learning freesurfer medical-imaging pytorch unet

Last synced: 23 Aug 2025

https://github.com/dataxujing/yolact_pytorch

:fire: :fire: :fire:Train Your Own DataSet for YOLACT and YOLACT++ Instance Segmentation Model!!!

computer-vision convolutional-neural-networks deep-learning instance-segmentation pytorch yolact

Last synced: 16 Aug 2025

https://mrdimosthenis.github.io/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: 27 Mar 2025

https://github.com/stanfordvl/robovat

RoboVat: A unified toolkit for simulated and real-world robotic task environments.

deep-learning deep-reinforcement-learning physics-simulation robotics

Last synced: 01 Aug 2025

https://github.com/fastai/book.fast.ai

Information for readers of the fastai book

data-science deep-learning machine-learning python pytorch teaching

Last synced: 24 Dec 2025

https://github.com/howardyclo/clcc-cvpr21

An official TensorFlow implementation of “CLCC: Contrastive Learning for Color Constancy” accepted at CVPR 2021.

color-checker color-constancy contrastive-learning cvpr2021 deep-learning illuminant-estimation mediatek white-balance

Last synced: 15 Jul 2025

https://github.com/brandesjj/centerfusionpp

CenterFusion++ is a frustum propsal-based camera and radar sensor fusion network.

camera deep-learning nuscenes radar sensorfusion

Last synced: 20 Mar 2025

https://github.com/alessiospuriomancini/cosmopower

Machine Learning - accelerated Bayesian inference

bayesian-inference cosmology deep-learning machine-learning tensorflow

Last synced: 04 Apr 2025

https://github.com/soskek/convolutional_seq2seq

fairseq: Convolutional Sequence to Sequence Learning (Gehring et al. 2017) by Chainer

chainer deep-learning deep-neural-networks machine-learning seq2seq

Last synced: 15 Jun 2025

https://github.com/harry24k/fgsm-pytorch

A pytorch implementation of "Explaining and harnessing adversarial examples"

adversarial-attacks deep-learning pytorch

Last synced: 10 Apr 2025

https://github.com/imdeep2905/neural-network-sandbox

This is a source code of Software called Neural Network Sandbox.Neural Network Sandbox makes making and training basic feed forward neural networks easy.

deep-learning gui keras kivy machine-learning matplotlib neural-networks python tensorflow

Last synced: 07 Mar 2026

https://github.com/qinjian623/pytorch_toys

Personal Pytorch toy script.

computer-vision deep-learning pytorch

Last synced: 31 Jan 2026

https://github.com/Harry24k/FGSM-pytorch

A pytorch implementation of "Explaining and harnessing adversarial examples"

adversarial-attacks deep-learning pytorch

Last synced: 04 Mar 2026

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