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/nahyeonkaty/textboost

TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder

ai deep-learning diffusion image-generation pytorch stable-diffusion text2image torch txt2img

Last synced: 06 Mar 2026

https://github.com/jaxony/turktool

Modern React app for bounding box annotation on mturk

amazon-mechanical-turk bounding-boxes deep-learning javascript labeling object-detection react

Last synced: 10 Apr 2025

https://github.com/lunarwhite/tan-division

Chinese corpus sentiment analysis. 谭松波酒店评论中文文本情感分析

deep-learning keras lstm nlp python rnn tensorflow

Last synced: 30 Apr 2025

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

Implementation of OmniNet, Omnidirectional Representations from Transformers, in Pytorch

artificial-intelligence attention-mechanism deep-learning transformers

Last synced: 30 Apr 2025

https://github.com/astorfi/cor-gan

:unlock: COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records

deep-learning generative-adversarial-network healthcare python pytorch synthetic-dataset-generation

Last synced: 23 Oct 2025

https://github.com/splunk/splunk-mltk-container-docker

Splunk App for Data Science and Deep Learning - container images repository

agentic ai artificial-intelligence data-science deep-learning docker llm machine-learning rag splunk splunk-ai

Last synced: 11 Oct 2025

https://github.com/adrianbzg/llm-distributed-finetune

Tune efficiently any LLM model from HuggingFace using distributed training (multiple GPU) and DeepSpeed. Uses Ray AIR to orchestrate the training on multiple AWS GPU instances

aws deep-learning distributed-training falcon fine-tuning huggingface large-language-models natural-language-processing transformers

Last synced: 07 Oct 2025

https://github.com/instadeepai/sebulba

🪐 The Sebulba architecture to scale reinforcement learning on Cloud TPUs in JAX

ai deep-learning hpc jax machine-learning podracer ppo reinforcement-learning sebulba tpu

Last synced: 14 Mar 2026

https://github.com/Joshmantova/Eagle-Vision

Deployed bird classification webapp using Deep Learning, Docker, and Streamlit. Users can go onto the webapp and either upload their own images of birds or select from a set of images to feed through a Deep Learning model and display a prediction.

convolutional-neural-network deep-learning docker neural-network python3 resnet-50 streamlit-webapp

Last synced: 08 May 2025

https://github.com/weiminxiong/ipr

Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)

agent deep-learning large-language-models llm llms natural-language-processing

Last synced: 19 Apr 2025

https://github.com/hellloxiaotian/ecndnet

Enhanced CNN for image denoising (CAAI Transactions on Intelligence Technology, 2019)

cnn cnn-pytorch deep-learning deep-neural-networks dilated-convolution image-denoise low-level-vision residual-learning

Last synced: 28 Apr 2025

https://github.com/lucidrains/equiformer-diffusion

Implementation of Denoising Diffusion for protein design, but using the new Equiformer (successor to SE3 Transformers) with some additional improvements

artificial-intelligence attention-mechanisms deep-learning denoising-diffusion equivariant-networks protein-design

Last synced: 01 Feb 2026

https://github.com/thomasmbury/deep-early-warnings-pnas

Repository to accompany the publication 'Deep learning for early warning signals of tipping points', PNAS (2021)

bifurcation critical-transitions deep-learning dynamical-systems early-warning-signals machine-learning

Last synced: 21 Mar 2025

https://github.com/abishekvashok/rep-counter

AI Exercise Rep Counter based on Google's Human Pose Estimation Library (Posenet)

artificial-intelligence deep-learning machine-learning neural-networks posenet repetion-counter repetition rnn rnn-tensorflow tensorflow

Last synced: 22 Mar 2025

https://github.com/alexshtf/torchcurves

Parametric differentiable curves with PyTorch for continuous embeddings, shape-restricted models, or KANs

b-splines curve-fitting deep-learning embeddings interpolation kan kolmogorov-arnold-networks legendre-polynomials machine-learning parametric-curves python pytorch spline

Last synced: 06 Apr 2026

https://github.com/shikanon/mypresentations

this is my presentaion area .个人演讲稿展示区,主要展示一些平时的个人演讲稿或者心得之类的,

deep-learning learning machine-learning python

Last synced: 17 Jun 2025

https://github.com/deeprank/deeprank2

An open-source deep learning framework for data mining of protein-protein interfaces or single-residue variants.

convolutional-neural-networks deep-learning graph-neural-networks protein-protein-interfaces pytorch single-residue-variants structural-biology

Last synced: 14 Feb 2026

https://github.com/amoussawi/recoder

Large scale training of factorization models for Collaborative Filtering with PyTorch

autoencoder collaborative-filtering deep-learning machine-learning matrix-factorization pytorch recommender-system

Last synced: 19 Nov 2025

https://github.com/calciferzh/minimal-body

A very simple baseline to estimate 2D & 3D SMPL-compatible keypoints from a single color image.

3d-pose-estimation computer-vision deep-learning

Last synced: 21 Apr 2025

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

A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"

adversarial-attacks deep-learning pytorch

Last synced: 22 Aug 2025

https://github.com/Masao-Taketani/FOTS_OCR

TensorFlow Implementation of FOTS, Fast Oriented Text Spotting with a Unified Network.

computer-vision deep-learning image-recognition ocr scene-text-recognition tensorflow

Last synced: 02 Apr 2025

https://github.com/waico/tsad

Package for Time Series Forecasting and Anomaly Detection Problems.

anomaly-detection deep-learning forecasting lstm machine-learning time-series time-series-analysis

Last synced: 14 Jan 2026

https://github.com/harboryuan/polyphonicformer

[ECCV 2022] 🎵PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation

computer-vision deep-learning

Last synced: 25 Oct 2025

https://github.com/jianzhnie/gigagan

Implementation of GigaGAN in pytorch

aigc deep-learning gan

Last synced: 06 Sep 2025

https://github.com/astorfi/large-scale-ai-blueprint

A comprehensive guide designed to empower readers with advanced strategies and practical insights for developing, optimizing, and deploying scalable AI models in real-world applications.

deep-learning large-language-models large-scale large-scale-ai large-scale-machine-learning llms machinel-learning production-ml

Last synced: 09 Feb 2026

https://github.com/doubangotelecom/ultimatemicr-sdk

Bank check information extraction/OCR from Magnetic Ink Character Recognition [MICR] (E-13B & CMC-7) using deep learning

ai banking check cmc-7 deep-learning e-13b fintech micr ocr ocr-recognition tensorflow

Last synced: 10 Apr 2025

https://github.com/suvoooo/learn-tensorflow

Learning Tensorflow Step by Step:: Concepts, Examples & Applications

deep-learning tensorflow

Last synced: 12 Oct 2025

https://github.com/joisino/laf

Code for "Training-free Graph Neural Networks and the Power of Labels as Features" (TMLR 2024)

deep-learning gnn graph-neural-networks label-propagation machine-learning node-classification pytorch transductive-learning

Last synced: 07 May 2025

https://github.com/ignf/flair-1

Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)

deep-learning earth-observation pytorch pytorch-lightning remote-sensing

Last synced: 12 May 2025

https://github.com/botkop/akkordeon

training neural networks with akka

actor-model akka deep-learning neural-network scala

Last synced: 18 Jul 2025

https://github.com/DoubangoTelecom/ultimateMICR-SDK

Bank check information extraction/OCR from Magnetic Ink Character Recognition [MICR] (E-13B & CMC-7) using deep learning

ai banking check cmc-7 deep-learning e-13b fintech micr ocr ocr-recognition tensorflow

Last synced: 14 Mar 2025

https://github.com/bat67/pytorch-cookbook

pytorch常用代码段、踩过的坑、小技巧整理,不定期更新中

cookbook deep-learning deeplearning framework pytorch pytorch-cookbook

Last synced: 09 Jul 2025

https://neuralchen.github.io/RainNet/

[NeurIPS 2022]RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling

climate-change dataset deep-learning meteorology neurips-2022

Last synced: 02 Apr 2025

https://github.com/alireza-akhavan/tf2-tutorial

Tensorflow 2 Tutorials (use tensorflow and keras in a better way!)

callbacks datapipeline deep-learning keras tensorflow tensorflow-examples tensorflow-tutorials tf2

Last synced: 30 Oct 2025

https://github.com/ChiShengChen/ResVMamba

The official repository implement of Res-VMamba: Fine-Grained Food Category Visual Classification Using Selective State Space Models with Deep Residual Learning

deep-learning food-classification mamba

Last synced: 20 Mar 2025

https://github.com/edgarsmdn/MLCE_book

Hands-on material for a Machine Learning in Chemical Engineering course

chemical-engineering deep-learning jupyter-book machine-learning process-systems-engineering python

Last synced: 25 Sep 2025

https://github.com/nx-ai/mlstm_kernels

Tiled Flash Linear Attention library for fast and efficient mLSTM Kernels.

deep-learning llm rnn triton-kernels xlstm

Last synced: 28 Jun 2025

https://edgarsmdn.github.io/MLCE_book/

Hands-on material for a Machine Learning in Chemical Engineering course

chemical-engineering deep-learning jupyter-book machine-learning process-systems-engineering python

Last synced: 24 Feb 2025

https://github.com/nianticlabs/image-box-overlap

[ECCV 2020] Training neural networks to predict visual overlap of images, through interpretable non-metric box embeddings

deep-learning deeplearning embedding metric-learning non-metric nonmetric representation-learning surface-overlap visual-overlap

Last synced: 14 Apr 2025

https://github.com/Charmve/Semantic-Segmentation-PyTorch

PyTorch implementation for Semantic Segmentation, include FCN, U-Net, SegNet, GCN, PSPNet, Deeplabv3, Deeplabv3+, Mask R-CNN, DUC, GoogleNet, and more dataset

charmve computer-vision deep-learning fcn image-classification image-processing mask-rcnn pytorch pytorch-implementation segnet semantic-segmentation unet-pytorch

Last synced: 13 Feb 2026

https://github.com/omar-karimov/chartscanai

ChartScanAI is an advanced app for detecting patterns in stock and cryptocurrency charts using deep learning and YOLOv8. It automates chart pattern recognition, providing traders with a powerful tool for making informed decisions. Key features include real-time analysis, high accuracy for Buy/Sell signals, and support for various charts.

candlestick-chart candlestick-patterns-detection crypto-trading deep-learning pattern-recognition roboflow stock-trading streamlit trading yfinance yolov8

Last synced: 14 Apr 2025

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

A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"

adversarial-attacks deep-learning pytorch

Last synced: 03 Apr 2025

https://github.com/joisino/gnnbook

書籍『グラフニューラルネットワーク』のサポートサイトです。

deep-learning gnn graph-neural-networks machine-learning pytorch

Last synced: 20 Aug 2025

https://github.com/kir-gadjello/zipslicer

A library for incremental loading of large PyTorch checkpoints

checkpoint deep-learning pytorch torch zip

Last synced: 10 Oct 2025

https://github.com/wkentaro/chainer-mask-rcnn

Chainer Implementation of Mask R-CNN. (Training code to reproduce the original result is available.)

chainer coco computer-vision deep-learning detectron iccv-2017 instance-segmentation mask-rcnn object-detection

Last synced: 14 Jan 2026

https://github.com/dl4to/dl4to

DL4TO is a Python library for 3D topology optimization that is based on PyTorch and allows easy integration with neural networks.

3d deep-learning neural-network neural-networks pytorch topology-optimization

Last synced: 16 Apr 2025

https://github.com/lucidrains/hs-tasnet

Implementation of HS-TasNet, "Real-time Low-latency Music Source Separation using Hybrid Spectrogram-TasNet"

artificial-intelligence deep-learning music-separation real-time

Last synced: 27 Nov 2025

https://github.com/cadene/recipe1m.bootstrap.pytorch

Retrieve recipes from foodie pictures using Deep Learning and Pytorch

deep-learning metric-learning pytorch

Last synced: 12 Apr 2025

https://github.com/tiejundong/FlexPose

FlexPose, a framework for AI-based flexible modeling of protein-ligand binding pose.

deep-learning docking molecular-modeling protein-ligand

Last synced: 14 May 2026

https://github.com/adeelh/pytorch-fpn

PyTorch implementations of some FPN-based semantic segmentation architectures: vanilla FPN, Panoptic FPN, PANet FPN; with ResNet and EfficientNet backbones.

computer-vision deep-learning deeplearning efficientnet feature-pyramid-network fpn implementation-of-research-paper machine-learning neural-network pytorch pytorch-fpn pytorch-implementation resnet semantic-segmentation semantic-segmentation-architectures

Last synced: 14 Apr 2025

https://github.com/songtianyi/go-mxnet-predictor

go binding for mxnet c_predict_api to do inference with pre-trained model

cgo deep-learning golang inference machine-learning mxnet

Last synced: 16 Jan 2026

https://github.com/openagi/tefla

Tensorflow based deep-learning library.

ai deep-learning gan generative-adversarial-network lstm ml nlp tensorflow-framework

Last synced: 13 Apr 2025

https://github.com/yasserben/CLOUDS

[CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation

deep-learning detectron2 domain-adaptation domain-generalization foundation-models mask2former semantic-segmentation transformer

Last synced: 24 Jul 2025

https://github.com/deepinsight/transfer-mxnet

transfer learning written in mxnet

deep-learning mxnet transfer-learning

Last synced: 22 Jun 2025

https://github.com/meetps/crnn-music-genre-classification

Tensorflow Implementation of Convolutional Recurrent Neural Networks for Music Genre Classification

convolutional-neural-networks deep-learning music-genre-classification recurrent-neural-networks speech-tagger

Last synced: 20 Jun 2025

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

Implementation of Soft Actor Critic and some of its improvements in Pytorch

artificial-intelligence deep-learning model-free reinforcement-learning robotics

Last synced: 07 Apr 2025

https://github.com/pushkalkatara/darknet_ros

Robotics Operating System Package for Yolo v3 based on darknet with optimized tracking using Kalman Filter and Optical Flow.

alexeyab-darknet computer-vision darknet darknet-ros deep-learning kalman-filter object-detection ros yolo

Last synced: 15 Oct 2025

https://github.com/rishit-dagli/nystromformer

An implementation of the Nyströmformer, using Nystrom method to approximate standard self attention

artificial-intelligence attention-mechanism deep-learning keras machine-learning nystrom nystromformer tensorflow transformer

Last synced: 15 Oct 2025

https://github.com/eliahuhorwitz/mother

Official PyTorch Implementation for the "Model Tree Heritage Recovery" paper.

deep-learning heritage-recovery huggingface llama llama2 machine-learning model-graph model-tree stable-diffusion

Last synced: 28 Feb 2026

https://github.com/joyehuang/minimind-notes

🚀 [从零构建 LLM] 极简大模型训练原理与实践指南。包含 Transformer, Pretraining, SFT 核心代码与对照实验。 | A minimal, principle-first guide to understanding and building LLMs from scratch.

ai deep-learning llm machine-learning minimind notes pretraining pytorch transformer tutorial

Last synced: 03 Mar 2026

https://github.com/lucidrains/self-reasoning-tokens-pytorch

Exploration into the proposed "Self Reasoning Tokens" by Felipe Bonetto

adaptive-computation artificial-intelligence attention-mechanism deep-learning transformers

Last synced: 10 Apr 2025

https://github.com/lsds/crossbow

Crossbow: A Multi-GPU Deep Learning System for Training with Small Batch Sizes

deep-learning gpu-acceleration machine-learning training

Last synced: 02 Apr 2025

https://natnew.github.io/Awesome-Prompt-Engineering/

Awesome-Prompt-Engineering - This repository includes resources for prompt engineering.

awesome-list deep-learning firstcontributions gpt machine-learning prompt-engineering

Last synced: 03 May 2025

https://github.com/CAMeL-Lab/CAMeLBERT

Code and models for "The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models". EACL 2021, WANLP.

arabic-nlp deep-learning nlp

Last synced: 29 Jun 2026

https://github.com/lucidrains/einops-exts

Implementation of some personal helper functions for Einops, my most favorite tensor manipulation library ❤️

artificial-intelligence deep-learning tensor-manipulation

Last synced: 03 Aug 2025

https://github.com/isarandi/metro-pose3d

Metric-Scale Truncation-Robust Heatmaps for 3D Human Pose Estimation

3d-human-pose computer-vision deep-learning human-pose-estimation python tensorflow

Last synced: 14 Apr 2025

https://github.com/sharad24/epileptic-seizure-detection

Deep Learning, Wavelet Analysis and Fourier Transforms for identification of abnormal EEG in Epilepsy patients

deep-learning eeg epilepsy-patients epileptic-seizures identification neural-network spectograms wavelet-analysis

Last synced: 01 Aug 2025

https://github.com/kumarshreshtha/image-registration-cnn

A pytorch implementation of CNN based MRI image registration based on Christodoulidis Stergios et al. "Linear and Deformable Image Registration with 3D Convolutional Neural Networks", 2018.

cnn convolutional-neural-networks deep-learning image-registration medical-imaging pytorch

Last synced: 09 May 2025

https://github.com/mryab/learning-at-home

"Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implementation

deep-learning distributed-systems mixture-of-experts pytorch

Last synced: 12 Sep 2025

https://github.com/jwplayer/jwalk

:walking: Cython implementation of DeepWalk

cython deep-learning deepwalk neural-network python

Last synced: 06 Apr 2025

https://github.com/sherylhyx/gnnrank

Official code for the ICML2022 paper -- GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks

deep-learning directed-graphs graph-neural-networks network-analysis ranking unfolding-algorithm

Last synced: 07 Sep 2025

https://github.com/enricoros/awesome-agi

A curated list of amazing resources, papers, articles, and tools related to Artificial General Intelligence.

agi ai-research ai-resources artificial-general-intelligence artificial-intelligence autonomous-agents deep-learning gpt large-language-models machine-learning reasoning-systems

Last synced: 28 Dec 2025

https://github.com/tnwei/waternet

Modern replication of WaterNet from "An Underwater Image Enhancement Benchmark Dataset and Beyond", IEEE TIP 2019

deep-learning pytorch underwater-image-enhancement underwater-image-restoration

Last synced: 22 Jul 2025

https://github.com/akensert/molgraph

Graph neural networks for molecular machine learning. Implemented and compatible with TensorFlow and Keras.

bioinformatics cheminformatics computational-biology computational-chemistry deep-learning graph-neural-networks graphs keras machine-learning tensorflow

Last synced: 12 Jul 2025

https://github.com/mdsunivie/deeperwin

DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing when optimizing wave functions for multiple nuclear geometries and the usage of pre-trained neural network weights to accelerate optimization.

deep-learning deep-neural-networks physical-chem quantum-monte-carlo schrodinger-equation transfer-learning variational-monte-carlo weight-sharing

Last synced: 04 May 2025

https://github.com/dl-cv/openivs

OpenIVS是一个开源的工业视觉系统,它提供了一套工业视觉软件框架,帮助你快速完成工业视觉检测项目。

csharp deep-learning image-processing industrial-automation modbus opencv wpf

Last synced: 11 Jul 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