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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/hasibzunair/uniformizing-3d

[MICCAI'2020 PRIME] Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Severity Estimation.

3d-data classification computed-tomography convolutional-neural-networks deep-learning information-retrieval volumetric-data

Last synced: 25 Apr 2025

https://github.com/lukasliebel/dfc2020_baseline

Simple Baseline for the IEEE GRSS Data Fusion Contest 2020

deep-learning earth-observation pytorch remote-sensing

Last synced: 19 Jul 2025

https://github.com/emilwallner/deep-learning-101

The tools and syntax you need to code neural networks from day one.

deep-learning dropout machine-learning regularization tflearn

Last synced: 23 Feb 2026

https://github.com/archinetai/cqt-pytorch

An invertible and differentiable implementation of the Constant-Q Transform (CQT).

audio cqt deep-learning pytorch

Last synced: 10 Jun 2025

https://c-hofer.github.io/torchph/

The essence of my research, distilled for reusability. Enjoy 🥃!

deep-learning differentiable-persistent-homology gpu persistent-homology pytorch topological-data-analysis

Last synced: 14 Jun 2026

https://github.com/cleanpegasus/coffeeshop

A python package that sends your deep learning training and validation metrics to your slack channel after every specified epoch

deep-learning keras monitoring-tool pip python python-package slack

Last synced: 30 Apr 2025

https://github.com/hep-lbdl/adversarial-jets

Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Physics

cern deep-learning gan generative-adversarial-network hep high-energy-physics machine-learning physics physics-simulation

Last synced: 27 Mar 2025

https://github.com/sayakpaul/breast-cancer-detection-using-deep-learning

Experiments to show the usage of deep learning to detect breast cancer from breast histopathology images

class-imbalance computer-vision deep-learning fastai medical-imaging resnet50

Last synced: 30 Apr 2025

https://github.com/lakeraai/onnx_clip

An ONNX-based implementation of the CLIP model that doesn't depend on torch or torchvision.

clip deep-learning onnx onnxruntime pytorch

Last synced: 08 Sep 2025

https://github.com/princeton-nlp/datamux

[NeurIPS 2022] DataMUX: Data Multiplexing for Neural Networks

deep-learning pytorch

Last synced: 06 Mar 2026

https://github.com/tum-pbs/diffusion-based-flow-prediction

Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models"

baysian-network deep-learning diffusion-models flow-matching fluid-dynamics fluid-simulation physics-simulation uncertainty-neural-networks uncertainty-quantification

Last synced: 09 May 2025

https://github.com/jingyibysutsoftware/ecrs_web

基于深度学习的商品推荐系统，高性能，可承受高并发，可跨平台

deep-learning deepfm dssm flask gevent grpc layui layuimini milvus nginx paddlepaddle paddleserving python3 recommendation-system redis

Last synced: 16 Jul 2025

https://github.com/rundherum/pymia

pymia: A Python package for data handling and evaluation in deep learning-based medical image analysis

dataloader deep-learning machine-learning medical-image-analysis metrics python-library

Last synced: 14 Jan 2026

https://github.com/janelia-cellmap/dacapo

A framework for easy application of established machine learning techniques on large, multi-dimensional images.

deep-learning machine-learning segmentation

Last synced: 01 Apr 2026

https://github.com/openvino-dev-samples/YOLOv7_OpenVINO_cpp-python

This repository will demostrate how to deploy a offical YOLOv7 pre-trained model with OpenVINO runtime api

cpp deep-learning inference openvino python yolo yolov7

Last synced: 21 Apr 2025

https://github.com/huangzhii/salmon

SALMON: Survival Analysis Learning with Multi-Omics Neural Networks

co-expression deep-learning machine-learning neural-networks survival-analysis

Last synced: 15 May 2025

https://github.com/tirth27/skin-cancer-classification-using-deep-learning

Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM-ISIC-Melanoma-Classification competition.

computer-vision convolutional-neural-networks deep-learning image-classification kaggle-competition keras-tensorflow machine-learning medical-imaging melanoma-diagnosis skin-cancer skin-lesion-image

Last synced: 05 Mar 2025

https://github.com/CASE-Lab-UMD/Unified-MoE-Compression

The official implementation of the paper "Towards Efficient Mixture of Experts: A Holistic Study of Compression Techniques (TMLR)".

deep-learning large-language-models machine-learning mixture-of-experts model-compression natural-language-processing

Last synced: 11 May 2025

https://github.com/chandlerbang/simp-gcn

Implementation of the WSDM 2021 paper "Node Similarity Preserving Graph Convolutional Networks"

adversarial-attacks deep-learning graph-convolutional-networks graph-mining graph-neural-networks robustness

Last synced: 08 Apr 2025

https://github.com/cdancette/rubi.bootstrap.pytorch

NeurIPS 2019 Paper: RUBi : Reducing Unimodal Biases for Visual Question Answering

bias bias-reduction deep-learning pytorch vqa

Last synced: 03 Jul 2025

https://github.com/bayesgroup/code_transformers

Empirical Study of Transformers for Source Code & A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code

code-completion deep-learning function-naming pytorch variable-misuse

Last synced: 10 Jun 2025

https://github.com/bokutotu/zenu

A Deep Learning framework with very few dependencies, Written in Rust

ai autograd blas cublas cuda cudnn deep-learning deep-neural-networks gpu-computing hpc rust

Last synced: 05 Apr 2025

https://github.com/sergree/dolbonet

🤪 Русскоязычный чат-бот для Discord на архитектуре Transformer

bot chatbot deep-learning discord keras python russian tensorflow tensorflow2 transformer

Last synced: 29 Jul 2025

https://github.com/instadeepai/catx

🐈‍⬛ Contextual bandits library for continuous action trees with smoothing in JAX

contextual-bandits deep-learning jax python

Last synced: 03 Nov 2025

https://github.com/lucidrains/molecule-attention-transformer

Pytorch reimplementation of Molecule Attention Transformer, which uses a transformer to tackle the graph-like structure of molecules

artificial-intelligence deep-learning molecules transformers

Last synced: 10 Aug 2025

https://github.com/lucko515/tesla-stocks-prediction

The implementation of LSTM in TensorFlow used for the stock prediction.

deep-learning lstm-neural-networks machine-learning rnn-tensorflow stock-price-prediction tensorflow

Last synced: 14 Apr 2025

https://github.com/yfzhang114/environment-label-smoothing

This is an official PyTorch implementation of the ICLR 2023 paper 《Free Lunch for Domain Adversarial Training: Environment Label Smoothing》.

adversarial-attacks deep-learning domain-adaptation machine-learning pytorch

Last synced: 07 Mar 2026

https://github.com/mihdalal/raps

[NeurIPS 2021] PyTorch Code for Accelerating Robotic Reinforcement Learning with Parameterized Action Primitives

artificial-intelligence deep-learning primitives reinforcement-learning robotics

Last synced: 20 Aug 2025

https://github.com/anuragranj/flowattack

Attacking Optical Flow (ICCV 2019)

adversarial-attacks deep-learning optical-flow

Last synced: 05 Apr 2025

https://github.com/erogol/blagpt

Experimental playground for benchmarking language model (LM) architectures, layers, and tricks on smaller datasets. Designed for flexible experimentation and exploration.

attention-mechanisms deep-learning diffusion-llm dllm gpt gpt-2 hymba large-language-models llm llm-training machine-learning position-embedding pytorch transformers

Last synced: 07 Jul 2025

https://github.com/shaoanlu/audio2guitarist-gan

Two-stage GANs that generate fingerstyle guitarist images from audio.

audio-to-image cross-domain deep-learning gan generative-adversarial-network guitar

Last synced: 23 Feb 2026

https://github.com/recursionpharma/maes_microscopy

Official repo for Recursion's accepted spotlight paper at NeurIPS 2023 Generative AI & Biology workshop.

biology computer-vision deep-learning generative-ai masked-autoencoder microscopy phenomics

Last synced: 06 Feb 2026

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

Implementation of the general framework for AMIE, from the paper "Towards Conversational Diagnostic AI", out of Google Deepmind

artificial-intelligence deep-learning differential-diagnosis

Last synced: 15 Jun 2025

https://github.com/mims-harvard/GNNGuard

Defending graph neural networks against adversarial attacks (NeurIPS 2020)

adversarial-attacks deep-learning graph-convolutional-networks graph-neural-networks robust-learning

Last synced: 21 Jul 2025

https://github.com/dapurv5/keras-neural-tensor-layer

Neural Tensor Network Implementation as a keras layer

deep-learning keras keras-layer machine-learning neural-tensor-network python

Last synced: 01 Aug 2025

https://github.com/phohenecker/pytorch-transformer

A PyTorch implementation of the Transformer model from "Attention Is All You Need".

attention-is-all-you-need deep-learning python3 pytorch

Last synced: 12 Apr 2025

https://github.com/Wuziyi616/IF-Defense

This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration

3d-attack 3d-reconstruction adversarial-machine-learning deep-learning defense dgcnn implicit-representions point-cloud pointconv pointnet pointnet2 pytorch rs-cnn

Last synced: 21 Nov 2025

https://github.com/saturncloud/dask-pytorch-ddp

dask-pytorch-ddp is a Python package that makes it easy to train PyTorch models on dask clusters using distributed data parallel.

computer-vision dask deep-learning distributed-computing machine-learning nlp pytorch

Last synced: 14 Dec 2025

https://github.com/csukuangfj/opencnn

An Open Convolutional Neural Network Framework in C++ From Scratch

cnn deep-learning neural-networks-from-scratch opencnn

Last synced: 30 Apr 2025

https://github.com/fregu856/ebms_3dod

Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.

3d-object-detection computer-vision deep-learning energy-based-model machine-learning object-detection pytorch

Last synced: 20 Mar 2025

https://github.com/cuge1995/pointcutmix

our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification', Neurocomputing, 2022

3d-deep-learning data-augmentation deep-learning point-cloud

Last synced: 05 May 2025

https://github.com/chaitjo/lstm-context-embeddings

Augmenting word embeddings with their surrounding context using bidirectional RNN

cnn context-embeddings deep-learning lstm neural-networks sentence-classification tensorflow word-embeddings

Last synced: 07 May 2025

https://github.com/ZhiyuanDang/NNM

The PyTorch official implementation of the CVPR2021 Poster Paper NNM: Nearest Neighbor Matching for Deep Clustering.

clustering deep-learning

Last synced: 08 May 2025

https://github.com/cuge1995/PointCutMix

our code for paper 'PointCutMix: Regularization Strategy for Point Cloud Classification', Neurocomputing, 2022

3d-deep-learning data-augmentation deep-learning point-cloud

Last synced: 20 Mar 2025

https://github.com/google-research/human-scene-transformer

Human Scene Transformer: A framework for trajectory prediction and wrappers for reframing the JRDB dataset for the prediction task.

deep-learning tensorflow2 trajectory-prediction transformer-architecture

Last synced: 02 Nov 2025

https://github.com/opengeos/qgis-samgeo-plugin

QGIS plugin for the SamGeo Python package

deep-learning geoai geospatial qgis qgis-plugin samgeo segementation

Last synced: 09 May 2026

https://github.com/gt-ripl/multiagentperception

Official source code to CVPR'20 paper, "When2com: Multi-Agent Perception via Communication Graph Grouping"

cvpr2020 deep-learning multi-agent-systems multi-view semantic-segmentation

Last synced: 11 Apr 2025

https://github.com/omarsar/nlp_newsletter

Natural language processing (NLP) newsletter right on GitHub

deep-learning natural-language-processing nlp nlp-machine-learning

Last synced: 16 Oct 2025

https://github.com/rickiepark/generative_deep_learning_2nd_edition

<만들면서 배우는 생성 AI 2판>의 코드 저장소

deep-learning gan generative-ai gpt multimodal stable-diffusion transformer vae

Last synced: 09 Apr 2025

https://github.com/zhangzw16/sageformer

Code for IoTJ 2024 paper "SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting".

deep-learning time-series-forecasting

Last synced: 10 Apr 2025

https://github.com/t-kalinowski/deep-learning-with-r-2nd-edition-code

Code from the book "Deep Learning with R, 2nd Edition"

deep-learning keras rstats tensorflow

Last synced: 21 Mar 2025

https://github.com/Lee-Gihun/MixCo-Mixup-Contrast

(NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"

deep-learning mix-up pytorch self-supervised-learning

Last synced: 06 May 2025

https://github.com/nathancooperjones/thisboredapedoesnotexist

Python code + notebooks to fully reproduce the results for the blog post "These Bored Apes Do Not Exist" on Medium. Blog post URL: https://medium.com/@nathancooperjones/these-bored-apes-do-not-exist-6bed2c73f02c

boredapes deep-learning gan lightweight-gan nft pytorch super-resolution

Last synced: 10 Mar 2026

https://github.com/ivandonadello/food-categories-classification

This repository contains the dataset and the source code for the classification of food categories from meal images.

deep-learning dietary ehealth food-categories food-classification food-dataset food-tracker image-classification mhealth multilabel-model ontologies

Last synced: 09 Sep 2025

https://github.com/thomasnield/kotlin-machine-learning-demos

Demonstration of several machine learning algorithms in Kotlin

deep-learning kotlin logistic-regression machine-learing-algorithms machine-learning

Last synced: 27 Mar 2025

https://github.com/rshrc/gait-recognition

Distance Recognition of a Human Being with Deep CNN's

cnn deep-learning gait image-processing imageio keras neural-network numpy pandas python3 tensorflow

Last synced: 21 Mar 2025

https://github.com/hasibzunair/3d-image-classification-tutorial

[Official Keras Code Example] Tutorial to train a 3D CNN to predict presence of pneumonia from CT scans.

convolutional-neural-networks deep-learning image-classification keras

Last synced: 28 Oct 2025

https://github.com/mratsim/mckinsey-smartcities-traffic-prediction

Adventure into using multi attention recurrent neural networks for time-series (city traffic) for the 2017-11-18 McKinsey IronMan (24h non-stop) prediction challenge

data-science deep-learning keras machine-learning neural-networks tensorflow time-series

Last synced: 30 Apr 2025

https://github.com/markhershey/audiodeepfakedetection

SUTD 50.039 Deep Learning Course Project (2022 Spring)

audio audio-deepfake-detection deep-learning deepfake-detection

Last synced: 29 Oct 2025

https://github.com/francescosaveriozuppichini/my-spaces

Run hugging face spaces locally with one command!

deep-learning machine-learning python

Last synced: 07 May 2025

https://github.com/neuralchen/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: 01 Sep 2025

https://github.com/dsgiitr/reading-group

Discussions on papers, frameworks, blogs and ideas every Saturday.

computer-vision deep-learning discussions machine-learning neural-networks nlp papers

Last synced: 15 Apr 2025

https://github.com/maxim5/cs230-2018-autumn

All lecture notes, slides and assignments for CS230 course by Stanford University.

cs230 deep-learning machine-learning stanford-university

Last synced: 06 Apr 2025

https://github.com/analogdevicesinc/ai8x-synthesis

Quantization and Synthesis (Device Specific Code Generation) for ADI's MAX78000 and MAX78002 Edge AI Devices

ai analog-devices artificial-intelligence deep-learning machine-learning max78000 max78002 maxim maxim-integrated

Last synced: 05 Apr 2025

https://github.com/yochengliu/mlic-kd-wsd

Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection (ACM MM 2018)

computer-vision deep-learning knowledge-distillation multi-label-classification weakly-supervised-detection

Last synced: 12 Jun 2025

https://github.com/oliverguhr/german-sentiment-lib

An easy to use python package for deep learning-based german sentiment classification.

bert-model deep-learning german machine-learning python-library sentiment-analysis sentiment-classification

Last synced: 14 Jan 2026

https://github.com/kibae/pg_onnx

pg_onnx: ONNX Runtime integrated with PostgreSQL. Perform ML inference with data in your database.

ai contributions-welcome cuda deep-learning inference machine-learning onnx onnxruntime postgresql postgresql-extension

Last synced: 28 Apr 2026

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/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

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 8,851 Uncategorized 8,777 fl in top-tier journal 3,255 Books 2,491 A01_文本生成_文本对话 2,387 **Literature and Codes** 2,261 Repos 1,865 NLP 1,807 Conference Papers 1,659 Table of Contents 1,625 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Deep Learning 1,073 Attack 1,067 Research Papers 945 Year 2023 894 Citing 876 Robust Machine Learning in Medical Domain 841 Researchers 826