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/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/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/pwb97/deepfake-detection

Learning a Deep Dual-level Network for Robust DeepFake Detection

auc-loss capsulenet dctnet deep-learning deepfake-detection facexray fwa mesonet pytorch tensorflow transformer vit xception

Last synced: 13 May 2025

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/ariefrahmansyah/face-mask-detection

Real-time Face Mask Detection using TensorFlow and Keras.

deep-learning face-mask-detection keras opencv tensorflow tensorflowjs

Last synced: 14 Apr 2025

https://github.com/ChenHongruixuan/I3PE

[ISPRS J P&RS 2023] Exchange means change: an unsupervised change detection framework based on intra- and inter-image patch exchange

change-detection convolutional-neural-networks deep-learning object-based-image-analysis python pytorch remote-sensing semi-supervised-learning single-temporal unsupervised-learning

Last synced: 11 May 2025

https://github.com/dohlee/chromoformer

The official code implementation for Chromoformer in PyTorch. (Lee et al., Nature Communications. 2022)

artificial-intelligence bioinformatics deep-learning epigenomics gene-expression genomics histone-modifications transcriptomics transformer

Last synced: 29 Apr 2025

https://github.com/deephealthproject/eddl

European Distributed Deep Learning (EDDL) library. A general-purpose library initially developed to cover deep learning needs in healthcare use cases within the DeepHealth project.

autograd cpp deep-learning gpu machine-learning neural-network tensor

Last synced: 18 Jan 2026

https://github.com/malrabeiah/Sub6-Preds-mmWave

Using sub-6 GHz channels to predict mmWave beams and link blockage.

5g channel-mapping deep-learning matlab mmwave

Last synced: 13 May 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/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/kjaisingh/forecasting-march-madness

A Machine Learning project to predict the results of the NCAA Men's March Madness Basketball tournament.

artificial-intelligence basketball deep-learning machine-learning march-madness neural-network

Last synced: 14 Sep 2025

https://github.com/podgorskiy/stylegancpp

Unofficial implementation of StyleGAN's generator

cpp deep-learning gan generative-adversarial-network stylegan

Last synced: 17 Jul 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/dhbrojas/gopilot

Gopilot πŸ€– 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/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/prudhvignv/speech-emotion-recognization

Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures

cnn deep-learning deep-neural-networks ipynb machine-learning-algorithms mlp ravdass speech-emotion-detection svm

Last synced: 23 Jul 2025

https://github.com/paddlepaddle/epep

Easy & Effective Application Framework for PaddlePaddle

deep-learning paddle-distribute-ps paddle-fleet paddle-frame paddle-nccl-multi-gpu paddle-quickstart

Last synced: 09 Apr 2025

https://github.com/deepakkumar1984/sia-cog

Various cognitive api for machine learning, vision, language intent alalysis. Covers traditional as well as deep learning model design and training.

api-client deep-learning deep-learning-algorithms deep-neural-networks machine-learning machine-learning-algorithms python web

Last synced: 12 Jun 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/airaria/gan_hanzi

Generating (fake) Chinese characters using GAN

deep-learning gan keras tensorflow

Last synced: 05 Sep 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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/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/leandrolcampos/specials

Accurate, Hardware Accelerated, Special Functions in Mojo πŸ”₯

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

Last synced: 10 May 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/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/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/clementapa/celebfaces_attributes_classification

This repository is related to a project of the Introduction to Numerical Imaging (i.e, Introduction Γ  l'Imagerie NumΓ©rique 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/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/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/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/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/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/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/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/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/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/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/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/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/hpi-xnor/bitorch

BITorch: Open-Source Implementation of Binary Neural Networks with PyTorch

binary-neural-networks deep-learning python pytorch

Last synced: 20 Mar 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/robi56/faceemr

Facial Expression Recognition in android where the predictive model built in tensorflow using convolutional neural network

android convolutional-neural-networks deep-learning face-recognition facial-expression-recognition image-processing java python tensorflow

Last synced: 07 May 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/Baukebrenninkmeijer/FakeFynder-Hackathon-for-Good-2019

This repository contains our POC for a website which can easily check videos for manipulated areas. It was part of the Hackathon for Good in the Hague, 2019.

deep-learning deepfake-detection deepfakes faceforensics manipulation-methods original-faceforensics video

Last synced: 16 Apr 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/neoanarika/searching-for-activation-functions

NIPS Implementation challenge 2017 for "Searching for activation functions" paper by Google Brain

ai deep-learning tensorflow

Last synced: 02 Sep 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

https://github.com/pabannier/nanograd

A lightweight deep learning framework

convolutions deep-learning neural-networks

Last synced: 10 Apr 2025

https://github.com/lucidrains/sinkhorn-router-pytorch

Self contained pytorch implementation of a sinkhorn based router, for mixture of experts or otherwise

artificial-intelligence deep-learning mixture-of-experts routing

Last synced: 07 Oct 2025

https://github.com/dalmia/wannapark

Project aimed at presenting a model to find a vacant parking spot in real time and ensure car safety using Deep Learning (Parking spot Classification and Face recognition).

android-development classification computer-vision deep-learning face-recognition machine-learning python supervised-learning

Last synced: 17 Mar 2026

https://github.com/beyond-ml-labs/beyondml

Software for developing sparse, performant, multitask artificial neural networks

deep-learning machine-learning neural-network pytorch tensorflow

Last synced: 29 Apr 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 1,102 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