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/yusugomori/barbar

Progress bar for deep learning training iterations💈

deep-learning keras pytorch

Last synced: 10 Apr 2025

https://github.com/tlesort/state-representation-learning-an-overview

Simplified version of "State Representation Learning for Control: An Overview" bibliography

deep-learning reinforcement-learning representation-learning state-representation-learning unsupervised-learning

Last synced: 07 Jun 2026

https://github.com/epwalsh/rust-dl-webserver

🦀 Example of serving deep learning models in Rust with batched prediction

deep-learning gpt2 libtorch text-generation

Last synced: 30 Apr 2025

https://github.com/shritesh99/100daysofmlcodechallenge

A repository dedicated to the #100DaysofMLCode Challenge.

100-days-of-ml-code 100daysofmlcode deep-learning machine-learning ml

Last synced: 30 Apr 2025

https://github.com/unixpickle/anynet

Framework for artificial neural networks

deep-learning machine-learning

Last synced: 02 May 2025

https://github.com/adriacabeza/yello

:helicopter: This repository contains a project that combines DJI Tello drone and Deep Learning (Tiny Yolo).

computer-vision darkflow darknet deep-learning docker drone object-detection python tello tellodrone tinyyolo yolo

Last synced: 17 Jun 2025

https://github.com/ise-uiuc/deeprel

Fuzzing Deep-Learning Libraries via Automated Relational API Inference (ESEC/FSE 2022)

deep-learning fuzzing pytorch tensorflow

Last synced: 16 May 2025

https://github.com/switchablenorms/adax

AdaX: Adaptive Gradient Descent with Exponential Long Term Momery

adaptive-gradient-descent deep-learning gradient-descent

Last synced: 29 Jun 2025

https://github.com/sea-snell/calm-dialogue

Official code for the paper "Context-Aware Language Modeling for Goal-Oriented Dialogue Systems"

deep-learning language-model nlp python pytorch reinforcement-learning

Last synced: 02 Oct 2025

https://github.com/GINK03/alt-i2v

alternative illustration2vec implitation of sigmoids of fully connected layer

deep-learning keras multiclass-classification otaku vectorization

Last synced: 20 Nov 2025

https://github.com/dhbrojas/gopilot

Gopilot 🤖 is a (tiny) Large Language Model, trained on Go code, on a research budget

code-generation deep-learning golang llm natural-language-processing transformers

Last synced: 23 Mar 2025

https://github.com/volkamerlab/maxsmi

maxsmi: a guide to SMILES augmentation. Find the optimal SMILES augmentation for accurate molecular prediction.

cheminformatics data-augmentation deep-learning

Last synced: 19 Feb 2026

https://github.com/StephenApX/UCD-SCM

[IGARSS 2024] Segment Change Model (SCM) for Unsupervised Change detection in VHR Remote Sensing Images: a Case Study of Buildings

change-detection clip deep-learning fastsam pytorch remote-sensing sam satellite-imagery

Last synced: 24 Jul 2025

https://github.com/berkeleybop/artificial-intelligence-ontology

An ontology modeling classes and relationships describing deep learning networks, their component layers and activation functions, machine learning methods, as well as AI/ML potential biases.

artificial-intelligence deep-learning ontology vocabulary

Last synced: 10 Mar 2026

https://github.com/pair-code/font-explorer

Font latent space explorer using tensorflow.js

deep-learning tensorflow visualization

Last synced: 28 Jul 2025

https://github.com/kozodoi/Kaggle_Leaf_Disease_Classification

Cassava leaf disease classification with CNNs and Transformers (top-1% Kaggle solution)

cassava cnn computer-vision deep-learning image-classification kaggle pytorch stacking vision-transformer

Last synced: 08 May 2025

https://github.com/FrancescoSaverioZuppichini/torchserve-tryout

Deploy a CNN with torchserve using a custom handler

deep-learning python pytorch pytorch-tutorial

Last synced: 26 Sep 2025

https://github.com/fulyankin/deep_learning_tf

deep learning with tensorflow (russian)

deep-learning tensorflow

Last synced: 07 Jul 2025

https://github.com/francescosaveriozuppichini/torchserve-tryout

Deploy a CNN with torchserve using a custom handler

deep-learning python pytorch pytorch-tutorial

Last synced: 24 Jun 2025

https://github.com/hyperparticle/lemmatag

A neural network that jointly part-of-speech tags and lemmatizes sentences, boosting accuracy for morphologically-rich languages (Czech, Arabic, etc.)

deep-learning lemmatization machine-learning natural-language-processing neural-network nlp pos-tagging tensorflow

Last synced: 11 Apr 2025

https://github.com/upul/traffic-signs

Second Project of the Udacity Self-Driving Car Nanodegree Program

classification deep-learning python-3 self-driving-car tensorflow

Last synced: 08 May 2025

https://github.com/cai4cai/torchsparsegradutils

A collection of utility functions to work with PyTorch sparse tensors

deep-learning pytorch sparse-ditributions sparse-linear-systems sparse-matrix

Last synced: 01 Mar 2026

https://github.com/memo/py-msa-kdenlive

Python script to load a Kdenlive (OSS NLE video editor) project file, and conform the edit on video or numpy arrays.

deep-learning deep-neural-networks generative-adversarial-network generative-art generative-model human-computer-interaction machine-learning video-editing video-editor

Last synced: 09 Apr 2025

https://github.com/ksm26/occupancygrid-predictions

Predicting Future Occupancy Grids in Dynamic Environment with Spatio-Temporal Learning

deep-learning future-prediction occupancy-grid-map prediction spatio-temporal

Last synced: 15 Apr 2025

https://github.com/dsgiitr/audio-super-resolution

Enhancment of Audio Quality (Bit-Depth and Sampling-Rate) using Deep Learning.

deep-learning pytorch super-resolution

Last synced: 15 Apr 2025

https://github.com/daniil-osokin/fully-learnable-group-convolution.pytorch

Implementation of "Fully Learnable Group Convolution for Acceleration of Deep Neural Networks", CVPR'19

acceleration cifar-10 convolutional-neural-networks cvpr deep-learning group-convolution mobilenetv2

Last synced: 30 Oct 2025

https://github.com/kirkegaardlab/deeptangle

Code implementation of the detection network capable of dealing with many overlapping spline bodies.

c-elegans computer-vision deep-learning latent-space quantitative-biology single-stage-detector splines

Last synced: 18 Jan 2026

https://github.com/astorfi/llm-alignment-project

A comprehensive template for aligning large language models (LLMs) using Reinforcement Learning from Human Feedback (RLHF), transfer learning, and more. Build your own customizable LLM alignment solution with ease.

ai alignment deep-learning generative-ai large-language-models llms machine-learning rlhf template

Last synced: 22 Jul 2025

https://github.com/leandrolcampos/specials

Accurate, Hardware Accelerated, Special Functions in Mojo 🔥

ai deep-learning hardware-acceleration machine-learning mojo scientific-computing special-functions

Last synced: 10 May 2025

https://github.com/anantzoid/medical-diagnosis-learning

Learning from Discharge Summaries to extract mentioned diagnoses using Hierarchical Attention Model

attention-mechanism clinical-notes deep-learning healthcare mimic-iii pytorch rnn

Last synced: 25 Jul 2025

https://github.com/isaaccorley/deep-aesthetics-pytorch

PyTorch implementation of "Photo Aesthetics Ranking Network with Attributes and Content Adaptation" by Kong et al. (ECCV 2016)

artificial-intelligence computer-vision deep-learning image-quality-assessment

Last synced: 11 Sep 2025

https://github.com/bioimage-io/core-bioimage-io-python

Python libraries for loading, running and packaging bioimage.io models

bioimage-analysis bioimage-infomatics bioimaging deep-learning

Last synced: 12 Dec 2025

https://github.com/mravanelli/theano-kaldi-rnn

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

deep-learning deep-neural-networks gated-recurrent-units gru kaldi recurrent-neural-networks rnn theano theano-kaldi-rnns timit

Last synced: 07 Oct 2025

https://github.com/willyfh/graph-transformer

An unofficial implementation of Graph Transformer (Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification) - IJCAI 2021

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

Last synced: 12 Jun 2025

https://github.com/justin900429/mimicking-annotation-micro-expression-recognition

[ACM MM22] Mimicking the Annotation Process for Recognizing the Micro Expressions

deep-learning micro-expression-recognition paper-implementation pytorch

Last synced: 02 Sep 2025

https://github.com/rlan/notebooks

A docker-based starter kit for machine learning via jupyter notebooks. Designed for those who just want a runtime environment and get on with machine learning. Docker Hub:

data-science deep-learning docker docker-image gpu-computing gpu-ready jupyter jupyter-notebook keras machine-learning notebook python pytorch pytorch-lightning scikit-learn starter-kit tensorboard tensorflow

Last synced: 17 Jan 2026

https://github.com/kimimgo/awesome-ai-cae

A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Readiness Score (agent-callability: MCP, Python API, CLI, pip). CFD, FEA, SPH, DEM, differentiable simulation, neural operators, PINNs, MCP servers.

ai ai-for-science artificial-intelligence awesome awesome-list cae cfd computational-engineering deep-learning differentiable-simulation fea machine-learning mcp mesh-generation neural-operator physics-informed-neural-networks simulation sph surrogate-model visualization

Last synced: 12 Jun 2026

https://github.com/DavidLandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 20 Apr 2025

https://github.com/andreasmazur/geoconv

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

benchmarking convolutional-neural-networks deep-learning deep-neural-networks geodesic-algorithm geometric-deep-learning geometry-processing keras machine-learning neural-network neural-networks tensorflow visualization

Last synced: 26 Jul 2025

https://github.com/davidlandup0/deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc.

cnn-classification computer-vision deep-learning efficientnetv2 evaluation image-classification keras nerf neural-radiance-fields pretrained-models pytorch pytorch-lightning resnet segformer semantic-segmentation tensorflow vision-transformer visualization

Last synced: 14 Apr 2025

https://github.com/UCA-Datalab/nilm-thresholding

:warning: This repository is no longer actively maintained. It previously dealt with Non-Intrusive Load Monitoring (NILM), focusing on predicting household appliance status from aggregated power load data. We explored different thresholding methods and evaluated deep learning models for regression and classification tasks.

convolutional-neural-networks deep-learning domestic-appliances gru monitoring neural-network nilm nilm-algorithms pytorch recurrent-neural-networks tensorflow thresholding thresholding-methods

Last synced: 07 Apr 2025

https://github.com/braph-software/BRAPH-2

BRAPH 2.0 is a comprehensive software package for the analysis and visualization of brain connectivity data, offering flexible customization, rich visualization capabilities, and a platform for collaboration in neuroscience research.

biomedical-engineering brain-connectivity-analysis brain-research computational-neuroscience connectomics data-analysis data-science data-visualization deep-learning graph-theory machine-learning matlab network-analysis neuroimaging neuroscience open-source reproducible-research research-tools scientific-software toolbox

Last synced: 01 May 2025

https://github.com/nachiket273/pytorch_resnet_rs

Pytorch implementation of "Revisiting ResNets: Improved Training and Scaling Strategies"(https://arxiv.org/pdf/2103.07579.pdf)

computer-vision deep-learning imagenet pretrained-models python3 pytorch resnet

Last synced: 06 Apr 2025

https://github.com/cstsunfu/intc

Python Intelligence Config Manager. A superset of hydra+pydantic+lsp

completion config data-validation dataclass deep-learning goto-definition hover hydra intelligent json json-schema lsp neovim pydantic python vscode

Last synced: 12 Apr 2025

https://github.com/prajjwal1/generalize_lm_nli

Code for the paper EMNLP 2021 workshop paper "Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics"

deep-learning nli nlp transformers

Last synced: 20 Jun 2025

https://github.com/vitae-transformer/simdistill

The official repo for [AAAI 2024] "SimDistill: Simulated Multi-modal Distillation for BEV 3D Object Detection""

3d-object-detection bird-view-image deep-learning distillation simulation

Last synced: 11 Apr 2025

https://github.com/alexandra-chron/ntua-slp-wassa-iest2018

Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.

deep-learning deep-neural-networks emotion-analysis language-models lstm python pytorch sentiment-analysis transfer-learning twitter

Last synced: 06 Apr 2025

https://github.com/intel/inference-engine-node

Bringing the hardware accelerated deep learning inference to Node.js and Electron.js apps.

deep-learning electronjs hardware-acceleration nodejs openvino

Last synced: 02 Oct 2025

https://github.com/didierrlopes/univariatetimeseriesforecast

PhD Thesis: "Data Science in the Modeling and Forecasting of Financial Timeseries: from Classic methodologies to Deep Learning"

arima-model deep-learning lstm-neural-networks phd-thesis time-series time-series-forecasting

Last synced: 10 Aug 2025

https://github.com/UCAS-GYX/YouTube-GDD

YouTube-GDD: A challenging gun detection dataset with rich contextual information

datasets deep-learning object-detection

Last synced: 10 May 2025

https://github.com/alan-turing-institute/robots-in-disguise

Information and materials for the Turing's "robots-in-disguise" reading group on fundamental AI research.

deep-learning diffusion-models foundation-model hut23 language-models large-language-models machine-learning nlp transformers

Last synced: 21 Aug 2025

https://github.com/clementapa/celebfaces_attributes_classification

This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction à l'Imagerie Numérique in French), given by the MVA Masters program at ENS-Paris Saclay. It was entirely build from scratch and contains code in PyTorch Lightning to train and then use a neural network for image classification. We used it to create a classifier allowing semantic attributes classification of faces with the dataset CelebA-HQ.

celeba-dataset computer-vision deep-learning image-classification multi-label-classification python pytorch-lightning vision-transformer

Last synced: 06 May 2025

https://github.com/lablup/backend.ai-kernels

Repository of Backend.AI-enabled container recipes

alpine-linux deep-learning docker programming-languages repl sandbox sorna ubuntu

Last synced: 07 Mar 2026

https://github.com/airaria/gan_hanzi

Generating (fake) Chinese characters using GAN

deep-learning gan keras tensorflow

Last synced: 05 Sep 2025

https://github.com/miroozyx/BERT_with_keras

A Keras version of Google's BERT model

bert deep-learning nlp tensorflow

Last synced: 02 Apr 2025

https://github.com/libr-ai/fairlib

A framework for assessing and improving classification fairness.

deep-learning fairness machine-learning pytorch

Last synced: 14 Dec 2025

https://github.com/accenture/air

A deep learning object detector framework written in Python for supporting Land Search and Rescue Missions.

air-detector computer-vision deep-learning keras mob-algorithm object-detection retinanet sar-apd tensorflow

Last synced: 01 May 2025

https://github.com/lucidrains/learning-to-expire-pytorch

An implementation of Transformer with Expire-Span, a circuit for learning which memories to retain

artificial-intelligence attention-mechanism deep-learning forgetting memory transformers

Last synced: 30 Apr 2025

https://github.com/pooya-mohammadi/intro_to_python

In this repository, I share codes of the introduction to python courses published on my YouTube channel

course deep-learning dictionary list numpy pandas python tuple

Last synced: 11 Apr 2025

https://github.com/neoanarika/mbti

MBTI text classifer trained on the Kaggle MBTI dataset

deep-learning machine-learning psychology spacy

Last synced: 01 May 2025

https://github.com/tofull/image-classifier-service

Sorting my messed folder where I put my holidays pictures was not fun. My computer made the trick for me with Deep Learning!

ai artificial-intelligence convolutional-neural-networks deep-learning image image-processing neural-network recognition sort tensorflow tensorflow-experiments tensorflow-tutorials

Last synced: 23 Oct 2025

https://github.com/tlesort/continual_learning_data_former

A pytorch compatible data loader to create sequence of tasks for Continual Learning

continual-learning continualai deep-learning incremental-learning lifelong-learning machine-learning

Last synced: 21 Mar 2025

https://github.com/interdigitalinc/pccai

PccAI is a framework for AI-based point cloud compression

compression computer-vision deep-learning point-cloud pytorch

Last synced: 11 Apr 2025

https://github.com/kushalkafle/DVQA_dataset

DVQA Dataset: A Bar chart question answering dataset presented at CVPR 2018

bar-chart cvpr2018 dataset deep-learning question-answering vqa

Last synced: 02 May 2025

https://github.com/Hourout/GAN-keras

tensorflow2.x implementations of Generative Adversarial Networks.

deep-learning gan gan-keras generative-adversarial-networks keras keras-implementations neural-networks tensorflow-gan

Last synced: 04 May 2025

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

Implementation of Deepmind's RoboCat, Self-Improving Foundation Agent for Robotic Manipulation, in Pytorch

artificial-intelligence deep-learning robotic-manipulation self-improving

Last synced: 30 Apr 2025

https://github.com/rmanluo/mamdr

Official code implementation for ICDE 23 paper MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation

deep-learning meta-learning multi-domain-learning recommender-system

Last synced: 13 May 2025

https://github.com/ayyucedemirbas/kerasfuse

KerasFuse is a Python library that combines the power of TensorFlow and Keras with various computer vision techniques for medical image analysis tasks. It provides a collection of modules and functions to facilitate the development of deep learning models in TensorFlow Keras for tasks such as image segmentation, classification, and more.

computer-vision deep-learning keras medical-image-processing tensorflow

Last synced: 14 Sep 2025

https://github.com/wzjialang/MFPNet

[Remote Sensing] PyTorch implementation for "Remote Sensing Change Detection Based on Multidirectional Adaptive Feature Fusion and Perceptual Similarity"

attention-mechanism change-detection deep-learning feature-fusion perceptual-loss remote-sensing

Last synced: 11 May 2025

https://github.com/mitmul/chainer-nri

Reproduction work of "Neural Relational Inference for Interacting Systems" in Chainer

chainer deep-learning graph-neural-networks

Last synced: 23 Mar 2025

https://github.com/lucidrains/distilled-retriever-pytorch

Implementation of the retriever distillation procedure as outlined in the paper "Distilling Knowledge from Reader to Retriever"

artificial-intelligence attention-mechanism deep-learning question-answering retrieval

Last synced: 19 Aug 2025

https://github.com/pipixin321/hr-pro

[AAAI 2024] Official implementation of "Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation"

deep-learning point-supervision temporal-action-localization video

Last synced: 19 Aug 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