Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

GitHub: https://github.com/topics/machine-learning
Wikipedia: https://en.wikipedia.org/wiki/Machine_learning
Aliases: machine-learning-algorithms, machine-learning-library, machine-learning-application, machine-learning-models, machinelearning, ml,
Last updated: 2026-07-03 00:18:33 UTC
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https://github.com/eth-sri/dp-sniper

A machine-learning-based tool for discovering differential privacy violations in black-box algorithms.

differential-privacy machine-learning

Last synced: 06 Oct 2025

https://github.com/howardyclo/nthu-machine-learning

NTHU EE6550 Machine Learning slides and my code solutions for spring semester 2017.

adaboost assignment course-materials deep-learning deep-neural-networks machine-learning neural-network nthu support-vector-classifier support-vector-machines support-vector-regression svm svr

Last synced: 17 Mar 2026

https://github.com/amanpriyanshu/fedpaq-mnist-implemenation

An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clients to be selected), t (local epochs) and s (Quantizer levels))

deep-learning edge-computing federated-learning machine-learning periodic-averaging quantization

Last synced: 06 Oct 2025

https://github.com/raphaelsty/abayes

Autoregressive Bayesian linear model

autoregressive bayes bayesian bayesian-inference linear-regression machine-learning online

Last synced: 11 Oct 2025

https://github.com/314arhaam/burger-pinn

A Physics-Informed Neural Network for solving Burgers' equation.

burgers-equation deep-learning machine-learning neural-network physics-informed-neural-networks

Last synced: 08 Jun 2026

https://github.com/etsi-ai/etsi-watchdog

Real-time data drift detection and monitoring for machine learning pipelines.

drift-detection machine-learning python

Last synced: 10 Oct 2025

https://github.com/thomas-bouvier/music-genre-recognition

Musical genre recognition using a CNN

cnn machine-learning music-classification

Last synced: 14 Aug 2025

https://github.com/abdullahselek/koolsla

Food recommendation tool with Machine learning.

Last synced: 09 Apr 2025

https://github.com/morphl-ai/morphl-model-user-search-intent

Google Cloud Storage connector, pre-processor and model for predicting user search intent based on keywords

ingestion-pipeline machine-learning morphl-platform nlp-machine-learning predict preprocessor pyspark

Last synced: 03 May 2025

https://github.com/elysian01/impulse-lifesaviour

Flask based web app with five machine learning models on the 10 most common disease prediction, covid19 prediction, breast cancer, chronic kidney disease and heart disease predictions with their symptoms as inputs or medical report (pdf format) as input.

breast-cancer chronic-kidney-disease covid-19 disease-prediction flask-application heart-disease machine-learning medical-diagnostics prediction

Last synced: 15 Nov 2025

https://github.com/orehga/babewatch

Laravel Application using Machine Learning to ensure a 👶🏾 is secure

laravel machine-learning php

Last synced: 15 Jul 2025

https://github.com/getspams/spams-python

Python interface for SPAMS (SPArse Modeling Software)

machine-learning optimization python

Last synced: 16 Jan 2026

https://github.com/longxingtan/python-profeld

ProFeld: survival analysis, predictive maintenance, churn analysis, and remaining useful life prediction in Python

data-science machine-learning predictive-maintenance profeld remaining-useful-life survival-analysis tensorflow time-to-event time-to-failure weibull-distribution

Last synced: 17 Sep 2025

https://github.com/keithito/swiftmaskdetection

CoreML face mask detector for iOS apps

computer-vision coreml covid-19 ios iphone machine-learning mask-detector swift

Last synced: 15 Apr 2025

https://github.com/becxer/pytrain

Machine Learning library for python

apriori clustering crf dbscan decision-trees feedforward-neural-network hmm kmeans knn linear-regression logistic-regression machine-learning naive-bayes neural-network numpy pattern-recognition python svm

Last synced: 09 Apr 2026

https://github.com/mafda/ml_with_fastapi_and_streamlit

Prototyping a Machine Learning Application with Streamlit, FastAPI, Hugging Face and Docker

classification-model data-science data-visualization docker docker-compose dockerfile fastapi huggingface machine-learning ml-app mnist-classification pretrained-models streamlit streamlit-application

Last synced: 15 Apr 2025

https://github.com/johnsmithm/handwritten-sequence-tensorflow

Tensorflow implementation of handwritten sequence of small letters recognition.

bidirectional-lstm-cells convolutional-neural-networks deep-learning deep-neural-networks handwriting-ocr handwritten-text-recognition machine-learning python tensorflow

Last synced: 12 Apr 2025

https://github.com/radtorch/radtorch

Official repository for RADTorch - The Medical Imaging Machine Learning Framework

ai classification convolutional-neural-networks deep-learning dicom gpu image-classification image-classifier kit machine machine-learning medical-imaging neural-networks pydicom python pytorch radiology radiology-machine-learning rsna sklearn

Last synced: 28 Jun 2025

https://github.com/sbl-sdsc/mmtf-spark

Methods for the parallel and distributed analysis and mining of the Protein Data Bank using MMTF and Apache Spark.

apache-spark big-data machine-learning protein-data-bank protein-ligand-interactions protein-protein-interaction protein-sequences protein-structure scientific-computing

Last synced: 12 Apr 2025

https://github.com/lightonai/opu-benchmarks

ML benchmarks performance featuring LightOn's Optical Processing Unit (OPU) vs CPU and GPU.

hardware-acceleration machine-learning photonic-computing

Last synced: 26 Aug 2025

https://github.com/levnikmyskin/that_metric_timeline

That Metric Timeline (TMT) is a Python library aimed at the machine/deep learning practitioner/researcher. It helps tracking experiments, saving code, metrics and results

deep-learning machine-learning python utility-library

Last synced: 14 Jan 2026

https://github.com/engineeringsoftware/roosterize

Tool for suggesting lemma names in Coq verification projects

coq deep-learning machine-learning mathcomp name-generation neural-networks pytorch serapi

Last synced: 21 Feb 2026

https://github.com/fangwei123456/pixelunshuffle-pytorch

PixelUnshuffle, inverse operation of PixelShuffle

computer-vision machine-learning pytorch super-resolution

Last synced: 14 Apr 2025

https://github.com/hollance/sefr-swift

The SEFR classifier implemented in Swift

classifier machine-learning machine-learning-algorithms swift

Last synced: 25 Mar 2025

https://github.com/beiyuouo/fedhf

🔨 A Flexible Federated Learning Simulator for Heterogeneous and Asynchronous.

distributed-machine-learning federated-learning federated-learning-framework fedhf machine-learning python

Last synced: 19 Apr 2025

https://github.com/spaceml-org/missing-pixel-filler

missing-pixel-filler is a python package that, given images that may contain missing data regions (like satellite imagery with swath gaps), returns these images with the regions filled.

aqua arxiv deep-learning keras machine-learning python remote-sensing satellite-imagery swath-gaps tensorflow terra uc-mercer-land uc-mercer-visualization

Last synced: 08 Jan 2026

https://github.com/navdeep-g/interpretable-ml

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

accountability data-mining data-science decision-trees fairness fatml gradient-boosting-machine iml interpretability interpretable interpretable-ai interpretable-machine-learning interpretable-ml lime machine-learning machine-learning-interpretability python transparency xai

Last synced: 12 Mar 2026

https://github.com/activatedgeek/understanding-bayesian-classification

On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification

aleatoric-uncertainty bayesian-inference bayesian-neural-networks classification deep-learning machine-learning paper research uncertainty-quantification

Last synced: 12 Apr 2025

https://github.com/zahidkhawaja/gophy

AI-powered CLI tool to help you remember bash commands. Ported to Go.

go golang gpt-3 hacktoberfest language-model machine-learning openai

Last synced: 10 Jul 2025

https://github.com/RuedigerVoigt/exoskeleton

A Python framework to build polite, but tenacious crawlers / scrapers with a MariaDB backend

crawler crawling-framework database machine-learning mariadb network python python-3 scraping

Last synced: 17 Apr 2025

https://github.com/amilworks/gandetection

Detecting GAN generated Images using Convolutional Neural Networks

computer-vision data-science deep-learning gans generative-adversarial-network image-classification machine-learning

Last synced: 03 Jul 2025

https://github.com/firefly-cpp/sport-activities-features

A minimalistic toolbox for extracting features from sports activity files written in Python

data-mining machine-learning sport-analytics tcx-parser

Last synced: 14 Feb 2026

https://github.com/dermatologist/kedro-multimodal

Template for multi-modal machine learning in healthcare using Kedro. Combine reports, tabular data and images using various fusion methods.

healthcare jupyter kedro kubeflow machine-learning medical multi-modal pipeline vertex-ai

Last synced: 12 May 2025

https://github.com/PapayaResearch/ctag

Creative Text-to-Audio Generation via Synthesizer Programming @ ICML'24

generative-ai jax machine-learning synthesizer text-to-audio

Last synced: 07 May 2025

https://github.com/pyRiemann/pyRiemann-qiskit

A library for machine learning and quantum programming based on pyRiemann and Qiskit projects

covariance-matrix machine-learning python qiskit quantum-computing riemannian-geometry

Last synced: 09 May 2025

https://github.com/ruedigervoigt/exoskeleton

A Python framework to build polite, but tenacious crawlers / scrapers with a MariaDB backend

crawler crawling-framework database machine-learning mariadb network python python-3 scraping

Last synced: 13 Apr 2025

https://github.com/fabioba/mlops-architecture

This is an overview of a MLOps architecture that includes both Airflow and MLflow running on separate Docker containers.

airflow docker docker-compose machine-learning mlflow mlops python workflow

Last synced: 08 Sep 2025

https://github.com/benedekrozemberczki/resolutions-2019

A list of data mining and machine learning papers that I implemented in 2019.

attention-mechanism deep-learning deepwalk gcn graph-classification graph-clustering graph-convolutional-networks graph-embedding graph-kernel machine-learning network-embedding network-science node-classification node-embedding node2vec pytorch resolution scipy sklearn tensorflow

Last synced: 11 Apr 2025

https://github.com/uber-research/vargp

Variational Auto-Regressive Gaussian Processes for Continual Learning

continual-learning gaussian-processes machine-learning

Last synced: 11 Apr 2025

https://github.com/zht007/tensorflow-2.x-vs-pytorch-comparison-tutorials

Tensorflow 2.x 和 PyTorch 对比学习教程。小孩才做选择，成年人全都要。

deep-learning machine-learning neural-network pytorch tensorflow

Last synced: 10 Jul 2025

https://github.com/achillesrasquinha/digdet

A realtime digit OCR on the browser using Machine Learning

deep-learning keras machine-learning mnist neural-networks ocr

Last synced: 06 May 2025

https://github.com/sap-samples/btp-global-center-of-excellence-samples

Samples from the Global Center of Excellence for SAP BTP.

machine-learning ml python sample sample-code sap-btp sap-cap sap-hana-cloud

Last synced: 14 Jun 2025

https://github.com/mainakrepositor/lung-cancer-detection

Detection and Prediction of Lung Cancer

lungs-cancer machine-learning

Last synced: 02 May 2025

https://github.com/heardacat/treegrad

autograd data-mining decision-trees deep-learning deep-neural-decision-forest gbdt gbm lightgbm machine-learning python

Last synced: 11 Apr 2025

https://github.com/olafenwamoses/intellip

IntelliP (Intelligent Photos) is a Windows photo gallery that intelligently organizes the pictures in your computer into 12 unique and related categories.

artificial-intelligence artificial-neural-networks imageai kivy machine-learning offline-capable playground python python3 resnet-50 windows

Last synced: 12 Apr 2025

https://github.com/joisino/gnnrecover

Code for "Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure" (ICML 2023)

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

Last synced: 11 Jul 2025

https://github.com/ksachdeva/tiny-imagenet-tfds

tiny-imagenet dataset downloader & reader using tensorflow_datasets (tfds) api

dataset imagenet imagenet-classification-challenge machine-learning tensorflow tensorflow-data tensorflow-datasets tiny-imagenet-challenge tiny-imagenet200

Last synced: 08 May 2025

https://github.com/allisterb/classifybot

Automate building ML classification pipelines in .NET

data-engineering dotnet machine-learning

Last synced: 11 Apr 2025

https://github.com/kaustubholpadkar/linear_regression_with_tensorflow.js

Simulation of Linear Regression algorithm using P5.JS and Tensorflow.js

deep-learning deeplearning javascript linear-regression machine-learning p5js simulation tensorflow-js

Last synced: 06 May 2025

https://github.com/alro10/roadmap-data-scientist

The basic roadmap to become a data scientist

analytics cognitive-courses data-science data-scientist docker ibm ibm-cloud kubernetes machine-learning python python3 roadmap roadmap-ds sql

Last synced: 07 Mar 2026

https://github.com/nxexox/pymlup

MLup is framework for easy and fast run ML in production

api asyncio fastapi framework json jupyter-notebook lightgbm machine-learning mlops mlup onnx pydantic pymlup pytorch rest tensorflow uvicorn web webapi

Last synced: 13 Apr 2025

https://github.com/rodneyosodo/variational-quantum-classifier-on-heartattack

Implement variational quantum classifier on heart attack data available on kaggle with the aim to understand different variational models and different feature maps

machine-learning qiskit quantum-computing quantum-machine-learning

Last synced: 19 Mar 2025

https://github.com/skshadan/opencv-dji-drones

Use OpenCV with any model of DJI Drones, you can gain access to the real-time camera feed of your drone. This allows for live streaming and analysis of the drone's field of view, providing valuable insights for various applications including aerial photography, surveying, and drone-based monitoring systems.

aerial-photography aerial-surveying aws dji dji-drone dji-drones drone-api drones environmental-monitoring machine-learning object-detection opencv real-time-video-processing rtmp-server video-streaming

Last synced: 08 Sep 2025

https://github.com/amikos-tech/chromadb-data-pipes

ChromaDB Data Pipes 🖇️ - The easiest way to get data into and out of ChromaDB

ai chromadb machine-learning ml mlops pipeline

Last synced: 01 Apr 2026

https://github.com/lightning-ai/lightning-habana

Lightning support for Intel Habana accelerators.

deep-learning machine-learning python pytorch

Last synced: 11 Apr 2025

https://github.com/blazingdb/welcome_to_blazingsql_notebooks

RAPIDS data science. No setup required.

blazingsql blazingsql-notebooks dask data-science data-visualization demos gpu jupyterlab machine-learning notebooks rapids sql

Last synced: 12 Apr 2025

https://github.com/kevalmorabia97/naive-bayes-text-classifier-in-java

Naive Bayes Classification used to classify movie reviews as positive or negative

java machine-learning naive-bayes-classifier text-classification

Last synced: 10 Jul 2025

https://github.com/silenceoverflow/cs-learning-resources

Learning Resources for Those New to Computer Science

algorithm computer-science machine-learning mooc programming

Last synced: 12 Apr 2025

https://github.com/sunsided/mnist-matlab

MNIST Database of Handwritten Digits for MATLAB

database dataset handwritten-digits machine-learning matlab mnist-dataset

Last synced: 18 Mar 2025

https://github.com/anjohan/neuralnetwork

Simple, parallel, object-oriented Fortran neural network

coarray-fortran fortran machine-learning neural-network

Last synced: 07 Feb 2026

https://github.com/unpackai/unpackai

The Unpack.AI library

artificial-neural-networks deep-learning educational machine-learning python

Last synced: 18 Mar 2025

https://github.com/ahammadmejbah/pytorch-developers-roadmap

PyTorch is an open-source machine learning framework that provides a flexible platform for building, training, and deploying deep learning models. It is widely used for research and development in artificial intelligence, offering dynamic computation, GPU acceleration, and a rich ecosystem of libraries and tools.

ai data-science deep-learning developer machine-learning python python3 pytroch

Last synced: 27 Apr 2025

https://github.com/talitalobo/controle-social

Conteúdo sobre machine learning aplicado ao controle social. Artigos sobre: ML, estatística, ética, dentre outros.

data-science deep-learning machine-learning social-control social-good social-impact social-justice

Last synced: 08 Jan 2026

https://github.com/leonid20000/Odin-Tabs

The Odin Tabs extension is a browser extension that allows you to navigate through your browser tabs using speech recognition and the Large Language Model (LLM) of your choice.

accessibility artificial-intelligence assistive-technology chatgpt-api chrome-extension interaction-design large-language-models machine-learning natural-language-processing openai-api portfolio productivity-tools rag speech-to-text tab-management tab-navigation ui user-interface web-accessibility web-automation

Last synced: 11 Mar 2025

https://github.com/qbarthelemy/pypermut

Python package for permutation tests, for statistics and machine learning.

machine-learning multiple-comparisons nonparametric-tests permutation-test post-hoc python scientific-computing statistics

Last synced: 19 Apr 2025

https://github.com/aai-institute/nnbench

A small framework for benchmarking machine learning models.

benchmarking machine-learning mlops neural-networks python

Last synced: 14 Jan 2026

https://github.com/mainakrepositor/brain-stroke-detection

Detects Brain Stroke using machine learning models with the highest optimal probability

data-science deployment-automation gui-application machine-learning streamlit-webapp

Last synced: 02 May 2025

https://github.com/miquelbeltran/deep-learning

Projects and lessons on Deep Learning and Machine Learning

deep-learning machine-learning udacity udacity-deep-learning

Last synced: 22 Apr 2025

https://github.com/intel/transfer-learning

Libraries and tools to support Transfer Learning

ai deep-learning machine-learning pytorch tensorflow

Last synced: 11 Mar 2026

https://github.com/kotlinnlp/neuralparser

NeuralParser is a very simple to use dependency parser, based on the Latent Syntactic Structure encoding.

dependency-parser kotlinnlp machine-learning natural-language-processing

Last synced: 14 Jan 2026

https://github.com/cqfn/veniq

Veniq uses Machine Learning to analyze source code, find possible refactorings, and suggest those that seem optimal

machine-learning refactorings static-analysis

Last synced: 26 Jul 2025

https://github.com/bminixhofer/tokenkit

A toolkit implementing advanced methods to transfer models and model knowledge across tokenizers.

distillation jax llms machine-learning tokenization tokenizer-transfer transfer-learning

Last synced: 15 May 2025

https://github.com/stefen-taime/car-price-predictor

Predicting Car Prices with FastAPI, Streamlit, MLflow, Kafka, and Debezium: A Practical Demonstration

data data-science dataanalysis-projects engineering machine-learning mlops predictive-modeling

Last synced: 04 Aug 2025

https://github.com/knorth55/chainer-sort

Simple, Online, Realtime Tracking of Multiple Objects (SORT) implementation for Chainer and ChainerCV.

chainer chainercv computer-vision deep-learning machine-learning object-tracking python

Last synced: 15 Apr 2025

https://github.com/sircamp/kaggle-breast-cancer-prediction

Different approaches as (ANN,DecisionTree,Bayes and KNeighbors) to solve and predict with the best accuracy malignous cancers

kaggle-competition machine-learning machine-learning-algorithms sklearn

Last synced: 15 May 2025

https://github.com/truongnv-hut/aicandy_website_imageclassification_kgqipnbv

Deploy an Image classification website with Ngrok

aicandy artificial-intelligence deep-learning deploy image-classification machine-learning

Last synced: 06 Mar 2025

https://github.com/leonid20000/odin-tabs

The Odin Tabs extension is a browser extension that allows you to navigate through your browser tabs using speech recognition and the Large Language Model (LLM) of your choice.

Last synced: 04 Oct 2025

https://github.com/a-poor/color-palettes

Using clustering algorithms to create color palettes from movie stills

clustering colors computer-vision machine-learning python

Last synced: 03 Aug 2025

https://github.com/eliben/radgrad

Tracing-based reverse mode automatic differentiation (like autograd!)

autograd automatic-differentiation backpropagation gradient machine-learning python

Last synced: 14 Jul 2025

https://github.com/aliosm/ai-soco

Official FIRE 2020 Authorship Identification of SOurce COde (AI-SOCO) task repository containing dataset, evaluation tools and baselines

ai-soco authorship-identification codeforces fire2020 machine-learning pan2020 source-code

Last synced: 19 Jan 2026

https://github.com/wilfredpine/python-tutorial

Notebook tutorials for Python Programming Language (Fundamentals, OOP, MVT, Frameworks, Django, Machine Learning, NLP)

ai computer-vision data-analytics data-science django-framework fundamentals machine-learning nlp oop python web web-development

Last synced: 14 Oct 2025

https://github.com/lucastheis/trlda

Implementations of various online inference algorithms for LDA, with Python interface.

lda machine-learning python topic-modeling variational-inference

Last synced: 16 Mar 2026

https://github.com/gauravpandeylab/eipy

Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles

classification ensemble interpretation machine-learning multimodal nested-cross-validation predictive-modeling scikit-learn

Last synced: 24 Oct 2025

https://github.com/hiteshsahu/android-machine-learning-with-tensorflow

Tensor Flow implementation for Android

android android-o deep-learning machine-learning tensorflow tensorflow-examples tensorflow-experiments tensorflow-models

Last synced: 24 Oct 2025

https://github.com/primaprashant/ai-customer-support

📚 Curated collection of blogs and papers on how different companies are using machine learning in production for better customer support.

ai applied-data-science applied-machine-learning applied-ml artificial-intelligence customer-service customer-support data-science deep-learning machine-learning natural-language-processing nlp paper production tech-blog

Last synced: 10 Feb 2026

https://github.com/danielfrg/demucs-app

Use DEMUCS to split songs into multiple sources

demucs docker js machine-learning music react

Last synced: 17 Mar 2025

https://github.com/bminixhofer/gerpt2

German small and large versions of GPT2.

common-crawl german gpt2 language-model machine-learning nlp

Last synced: 21 Mar 2025

https://github.com/Cumulocity-IoT/r-pmml

Generate PMML for various machine learning and statistical models.

machine-learning pmml r zementis

Last synced: 31 Oct 2025

https://github.com/chekoduadarsh/convolutional-xgboost

XGBOOST ➕ CNN 🔥

cnn deep-learning machine-learning mnist

Last synced: 07 May 2025

https://github.com/jernejk/mlsample.simpletransactiontagging

This is an simple example of tagging bank transactions with ML.NET

automl blazor-application classification machine-learning ml-net

Last synced: 26 Jun 2025

https://github.com/sinanuozdemir/oreilly-transformers-nlp-mlops

Session on MLOps

data-science deep-learning machine-learning mlops natural-language-processing nlp python transformers

Last synced: 24 Feb 2025

https://github.com/hamzaezzra/mlpdr

Moroccan license plate detection & recognition. Built with YOLOv3 and PyQt.

anpr dataset machine-learning moroccan-license-plates plate-detection plate-recognition python yolov3

Last synced: 04 Sep 2025

https://github.com/18D070001/Electrical-Devices-Identification-Model

Electrical Devices Identification Model (EDIM) for the identification of electrical devices by analyzing their energy consumption profiles.

colab-notebook electrical feature-engineering feature-extraction machine-learning nilm nilm-algorithms python-3 signal-processing

Last synced: 06 Apr 2025

https://github.com/0101011/bootstrap-ml

A comprehensive collection of pre-written code for machine learning and deep learning use cases, all in one convenient place. Whether you're a seasoned practitioner or just starting your ML journey, this repository provides a solid foundation to build upon.

ai deep-learning deep-neural-networks deeplearning documentation jupyter-notebook jupyter-notebooks machine-learning machinelearning ml tensorflow tensorflow-examples tensorflow-tutorials

Last synced: 12 May 2025

https://github.com/wangkua1/vmi

Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021

generative-models machine-learning model-inversion privacy-attacks

Last synced: 27 Jul 2025

https://github.com/rubydamodar/the-ultimate-pandas-bootcamp

Welcome to the Pandas for Data Science repository! This course is designed to take you from beginner to proficient in using Pandas, the powerful data manipulation library in Python. Whether you're just starting your data science journey or looking to sharpen your skills, this repository contains all the resources

beginner-friendly csv-data data-analysis data-cleaning data-manipulation data-science data-visualization dataframe exploratory-data-analysis jupyter-notebook machine-learning matplotlib numpy pandas python python-pandas series statistical-analysis time-series titanic-dataset