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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/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/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/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/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/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/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/oneapi-src/drone-navigation-inspection

AI Starter Kit for AI applications in Drone technology using Intel® Optimized Tensorflow*

ai-starter-kit deep-learning tensorflow

Last synced: 04 Apr 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/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/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/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/zongxr/baidu_kdd_cup_2022

Spatial Dynamic Wind Power Forecasting. This task has practical importance for the utilization of wind energy. Participants are expected to accurately estimate the wind power supply of a wind farm.

deep-learning machine-learning python tensorflow time-series

Last synced: 09 May 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/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/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/icon-lab/fedgimp

Official TensorFlow implementation of Federated Learning of Generative Image Priors for MRI Reconstruction (FedGIMP)

decentralized deep-learning federated-learning mri privacy reconstruction

Last synced: 14 Aug 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/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/janopig/hroch

Extremly fast c++/python symbolic regression library based on parallel local search.

classification deep-learning equation-discovery explainable-ai fuzzy hroch machine-learning physics symbolic-regression

Last synced: 27 Feb 2025

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/alex-snd/malwareclassifier

👾 Malware Classification using Deep Learning and Cuckoo Sandbox

cuckoo-sandbox cvae data-science deep-learning malware malware-classification malware-detection python pytorch vae

Last synced: 25 Apr 2025

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/mrdimosthenis/fsharp.synapses

A plug-and-play library for neural networks written in FSharp

deep-learning fsharp functional-programming machine-learning neural-network

Last synced: 16 May 2025

https://github.com/fabprezja/deep-fast-vision

A Python library for rapid prototyping of deep transfer learning vision models.

auto-ml computer-vision deep-learning machine-learning python tensorflow-keras

Last synced: 05 Apr 2025

https://github.com/zjcv/rotnet

Image rotation correction based on DeepLearning

convolutional-neural-network deep-learning pytorch rotnet zcls

Last synced: 12 Aug 2025

https://github.com/pfnet-research/kaggle-alaska2-3rd-place-solution

3rd place solution for ALASKA2 Image Steganalysis on Kaggle

deep-learning kaggle kaggle-alaska2 kaggle-competition steganalysis

Last synced: 20 Aug 2025

https://github.com/oki-aryawan/flower-detection-yolov5

Detect hortensia dan hervetica flower using YOLOv5

colaboratory deep-learning detection flower-recognition pytorch yolov5

Last synced: 09 Aug 2025

https://github.com/intel-retail/rtsf-at-checkout-reference-design

Detect loss at self-checkout by seamlessly connecting different sensor devices, including weight scale sensors, cameras, and RFIDs.

computer-vision deep-learning edge edge-ai edge-computing image-recognition inference intel live-demo machine-learning object-detection openvino pretrained-models real-time reference-implementation video

Last synced: 18 Aug 2025

https://github.com/wkentaro/imgviz-cpp

Image Visualization Tools for C++

deep-learning image-visualization semantic-segmentation

Last synced: 16 Aug 2025

https://github.com/naoto0804/chainer-cyclegan

Unofficial chainer implementation of 'Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks' [Zhu+, ICCV2017]

chainer cnn cyclegan deep-learning generative-adversarial-network image-translation

Last synced: 17 Aug 2025

https://github.com/wesleylp/cpe775

Real-Time Deep-Learning-Based System for Facial Recognition

deep-learning facial-recognition svm

Last synced: 27 Aug 2025

https://github.com/faisalthaheem/machine-learnt-air-conditioning

System that learns how often a room is occupied based on time, movement, air conditioning preferences and learns on historic data. This can have a significant impact on the energy use around a house/building.

air-conditioning artificial-intelligence deep-learning deep-neural-networks energy-efficiency hvac hvac-control neural-network nodered powerwall tensorflow

Last synced: 24 May 2026

https://github.com/adhadse/deepdubpy

A complete end-to-end Deep Learning system to generate high quality human like speech in English for Korean Drama (WIP)

cross-language deep-learning korean-drama machine-learning speech-sythesis tensorflow text-to-speech voice-cloning

Last synced: 17 Aug 2025

https://github.com/codename-detective/prompt-to-song-generation-using-large-language-models

This project uses LLMs to generate music from text by understanding prompts, creating lyrics, determining genre, and composing melodies. It harnesses LLM capabilities to create songs based on text inputs through a multi-step approach.

deep-learning deep-reinforcement-learning flan-t5 genre-classification llama3 llms natural-language-processing policy-gradient rlhf seq-to-seq transformers

Last synced: 06 Apr 2026

https://github.com/rkansal47/mpgan

The message passing GAN https://arxiv.org/abs/2106.11535 and generative adversarial particle transformer https://arxiv.org/abs/2211.10295 architectures for generating particle clouds

attention deep-learning generative-adversarial-network graph-neural-networks hep-ex machine-learning physics pytorch simulation transformers

Last synced: 30 Apr 2025

https://github.com/wazeerzulfikar/rtensorflow

GSoC '17 - R language bindings for TensorFlow

deep-learning machine-learning r tensorflow

Last synced: 07 May 2025

https://github.com/genfifth/cvopt

Machine learning's parameter search and feature selection module which is integrated log management and visualization.

bayesian-optimization deep-learning feature-selection hyperopt hyperparameter-optimization integrated-visualization keras logmanagement machine-learning python scikit-learn

Last synced: 10 Apr 2025

https://github.com/erfanzar/instinctivediffuse

A cutting-edge text-to-image generator model that leverages state-of-the-art Stable Diffusion Model Type to produce high-quality, realistic images based on textual input.

ai artificial-intelligence deep-learning machine-learning

Last synced: 15 Jun 2025

https://github.com/shivamsaboo17/GLC

Gold Loss Correction for training neural networks with labels corrupted with severe noise

classification deep-learning nips-2018 noisy-labels pytorch

Last synced: 04 Apr 2025

https://github.com/rasbt/datapipes-blog

Code for the DataPipes article

deep-learning machine-learning python pytorch

Last synced: 29 Oct 2025

https://github.com/prs-eth/popcorn

🍿POPCORN: High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2 🌍🛰️

deep-learning population-mapping remote-sensing sentinel-1 sentinel-2 super-resolution weakly-supervised-learning

Last synced: 10 Apr 2025

https://github.com/sanket-poojary-03/fine-tuning-vivit

Python script to fine tune Open source Video Vision Transformer (ViVit) using HuggingFace Trainer Library

deep-learning fine-tuning huggingface huggingface-transformers pretrained-models python pytorch video-classification vision-transformer vivit

Last synced: 08 Jul 2025

https://github.com/kdmayer/PointER

A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics

building-energy dataset deep-learning lidar point-cloud

Last synced: 07 May 2025

https://github.com/starxsky/gpt

Refactored GPT-2 based on TF2/Pytorch

deep-learning gpt-2 image-gpt ml python pytorch tensorflow2

Last synced: 02 May 2025

https://github.com/yashk2810/neural-style-transfer

Using CNN to achieve style transfer

deep-learning keras style-transfer tensorflow

Last synced: 23 Jul 2025

https://github.com/eigenfoo/batch-renorm

A Tensorflow re-implementation of batch renormalization, first introduced by Sergey Ioffe.

batch-norm batch-normalization batch-renorm batch-renormalization deep-learning sergey-ioffe tensorflow

Last synced: 12 Apr 2025

https://github.com/fel88/dendrite

ONNX viewer/editor/inference

deep-learning inference neural-networks onnx

Last synced: 10 Apr 2025

https://github.com/berndporr/deepneuronalfilter

Deep Neuronal Filter (DNF): A closed-loop filter to remove noise from signals with the help of a noise reference signal.

adaptive-filtering deep-learning digital-signal-processing realtime

Last synced: 26 Apr 2025

https://github.com/awsaf49/detect-fake-text

LLM - Detect AI Generated Text || Identify which essay was written by a large language model

deep-learning deepfake-detection fake-text jax keras llm nlp pytorch tensorflow

Last synced: 17 Jan 2026

https://github.com/virajmavani/object-detection

Object Detection clubbed with a Graphical User Interface developed using Tkinter

caffe deep-learning gui object-detection opencv python real-time

Last synced: 17 Mar 2026

https://github.com/kartai/kartai

AI models for aerial image analysis. Generating traning data, training models, testing models and validating them.

aerial-imagery deep-learning machine-learning

Last synced: 16 Aug 2025

https://github.com/goldsborough/cytogan

Repository for my research on generative modelling of cell images

computational-biology deep-learning infogan keras lsgan tensorflow

Last synced: 12 Oct 2025

https://github.com/dataplayer12/swish-activation

Repo for my blogs explaining swish activation function

activation deep-learning relu sigmoid-function swish

Last synced: 16 Mar 2025

https://github.com/quanhua92/tf-dev-summit-2020

My Notes on Tensorflow Dev Summit 2020

deep-learning notes tensorflow tensorflow2

Last synced: 14 Apr 2025

https://github.com/akrielz/vision_models_playground

Playground for testing and implementing various Vision Models

artificial-intelligence attention-mechanism computer-vision deep-learning pytorch transformer

Last synced: 26 Oct 2025

https://github.com/sayakpaul/handwriting-recognizer-in-keras

This project shows how to build a simple handwriting recognizer in Keras with the IAM dataset.

deep-learning handwriting-recognition iam-dataset keras ocr vision

Last synced: 07 Oct 2025

https://github.com/geyang/deep_learning_plotting_example

Some of the plotting code used in our paper, as an example for good-looking plots.

deep-learning plotting visualization

Last synced: 29 Apr 2025

https://github.com/thuml/dynamical-diffusion

About Code release for "Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models" (ICLR 2025)

deep-learning diffusion-models spatiotemporal-forecasting

Last synced: 29 Jan 2026

https://github.com/jovianhq/fastai_slack

Get Slack notifications while training FastAI models

deep-learning developer-tools fastai

Last synced: 04 Jul 2025

https://github.com/afritzler/docker-tensorflow-keras-gpu

Run Tensorflow and Keras with GPU support on Kubernetes

deep-learning docker gpu kubernetes machine-learning tensorflow

Last synced: 24 Jun 2025

https://github.com/yizhe-ang/AdaMatch-PyTorch

Unofficial PyTorch Implementation of AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation

computer-vision deep-learning domain-adaptation pytorch semi-supervised-learning unsupervised-learning

Last synced: 05 Apr 2025

https://github.com/eliorc/denzel

Denzel Deployment Framework

deep-learning deployment machine-learning

Last synced: 12 Apr 2025

https://github.com/aditya30394/person-re-identification

Person re-identification, a tool used in intelligent video surveillance, is the task of correctly identifying individuals across multiple images captured under varied scenarios from multiple cameras. Solving this problem is inherently a challenging one because of the issues posed to it by low resolution images, illumination changes per image, unconstrained pose and occlusions.

deep-learning deep-neural-networks machine-learning person-re-identification person-reidentification python pytorch pytorch-cnn pytorch-gan

Last synced: 19 Apr 2025

https://github.com/joshuabillson/waterbody-detection-via-deep-learning

Source code for the paper, "Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transplantation".

computer-vision deep-learning landcover-classification machine-learning python waterbody-detection

Last synced: 08 May 2025

https://github.com/hiroishida/mohou

deep visuomotor behavior cloning framework

behavioral-cloning deep-learning imitation-learning python3 pytorch robot

Last synced: 21 Mar 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
Deep learning Categories
Papers 9,024 Uncategorized 8,836 fl in top-tier journal 3,255 Books 2,527 A01_文本生成_文本对话 2,414 **Literature and Codes** 2,279 Repos 1,864 NLP 1,859 Conference Papers 1,721 Table of Contents 1,674 fl in top ml conference and journal 1,564 Year 2022 1,444 Publications-and-Preprints 1,179 Deep Learning 1,078 Attack 1,075 Research Papers 999 Year 2023 894 Citing 888 Robust Machine Learning in Medical Domain 841 Researchers 835