An open API service providing repository metadata for many open source software ecosystems.

Topic: "automated-machine-learning"

microsoft/nni 📦

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Language: Python - Size: 127 MB - Last synced at: 20 minutes ago - Pushed at: over 1 year ago - Stars: 14,304 - Forks: 1,843

EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Language: Jupyter Notebook - Size: 87.7 MB - Last synced at: 7 days ago - Pushed at: 3 months ago - Stars: 10,019 - Forks: 1,579

autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

Language: Python - Size: 22.6 MB - Last synced at: about 5 hours ago - Pushed at: about 5 hours ago - Stars: 9,629 - Forks: 1,096

keras-team/autokeras

AutoML library for deep learning

Language: Python - Size: 43.4 MB - Last synced at: about 8 hours ago - Pushed at: 3 days ago - Stars: 9,286 - Forks: 1,412

automl/auto-sklearn

Automated Machine Learning with scikit-learn

Language: Python - Size: 121 MB - Last synced at: 18 days ago - Pushed at: about 1 month ago - Stars: 7,993 - Forks: 1,313

alteryx/featuretools

An open source python library for automated feature engineering

Language: Python - Size: 7.27 MB - Last synced at: 6 days ago - Pushed at: 24 days ago - Stars: 7,575 - Forks: 908

microsoft/FLAML

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Language: Jupyter Notebook - Size: 209 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 4,206 - Forks: 544

mljar/mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Language: Python - Size: 9.34 MB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 3,193 - Forks: 423

salesforce/TransmogrifAI

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Language: Scala - Size: 123 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 2,259 - Forks: 398

AutoViML/AutoViz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

Language: Python - Size: 26.5 MB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 1,861 - Forks: 210

ClimbsRocks/auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

Language: Python - Size: 1.38 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 1,654 - Forks: 312

kakaobrain/fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

Language: Python - Size: 1.45 MB - Last synced at: 6 months ago - Pushed at: over 4 years ago - Stars: 1,604 - Forks: 194

AxeldeRomblay/MLBox

MLBox is a powerful Automated Machine Learning python library.

Language: Python - Size: 50 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 1,518 - Forks: 273

sb-ai-lab/LightAutoML

Fast and customizable framework for automatic ML model creation (AutoML)

Language: Python - Size: 104 MB - Last synced at: about 3 hours ago - Pushed at: 1 day ago - Stars: 1,435 - Forks: 64

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Language: Jupyter Notebook - Size: 235 KB - Last synced at: 6 months ago - Pushed at: about 3 years ago - Stars: 1,293 - Forks: 304

reiinakano/xcessiv

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

Language: Python - Size: 9.03 MB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 1,268 - Forks: 104

automl/SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Language: Python - Size: 154 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,204 - Forks: 240

DeepWisdom/AutoDL

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Language: Python - Size: 4.46 MB - Last synced at: about 5 hours ago - Pushed at: about 3 years ago - Stars: 1,181 - Forks: 216

sberbank-ai-lab/LightAutoML 📦

LAMA - automatic model creation framework

Language: Python - Size: 23.4 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 925 - Forks: 95

aimclub/FEDOT

Automated modeling and machine learning framework FEDOT

Language: Python - Size: 220 MB - Last synced at: 6 days ago - Pushed at: 13 days ago - Stars: 698 - Forks: 89

Western-OC2-Lab/AutoML-Implementation-for-Static-and-Dynamic-Data-Analytics

Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning

Language: Jupyter Notebook - Size: 5.43 MB - Last synced at: 7 months ago - Pushed at: over 1 year ago - Stars: 629 - Forks: 112

automl/HpBandSter

a distributed Hyperband implementation on Steroids

Language: Python - Size: 7.17 MB - Last synced at: 9 days ago - Pushed at: about 3 years ago - Stars: 625 - Forks: 108

AutoViML/Auto_ViML

Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

Language: Python - Size: 5.38 MB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 538 - Forks: 104

SimonBlanke/Hyperactive

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

Language: Python - Size: 31.2 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 529 - Forks: 53

cod3licious/autofeat

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

Language: Python - Size: 1 MB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 523 - Forks: 64

arcelien/pba

Efficient Learning of Augmentation Policy Schedules

Language: Jupyter Notebook - Size: 536 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 503 - Forks: 86

microsoft/archai

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

Language: Python - Size: 48.3 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 481 - Forks: 94

sapientml/sapientml

Generative AutoML for Tabular Data

Language: Python - Size: 841 KB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 443 - Forks: 26

ClimbsRocks/machineJS

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this project at ClimbsRocks/auto_ml

Language: Python - Size: 467 KB - Last synced at: about 2 months ago - Pushed at: about 9 years ago - Stars: 402 - Forks: 63

IBM/lale

Library for Semi-Automated Data Science

Language: Python - Size: 40.9 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 345 - Forks: 84

AdrianAntico/AutoQuant

R package for automation of machine learning, forecasting, model evaluation, and model interpretation

Language: R - Size: 805 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 245 - Forks: 43

EpistasisLab/tpot2

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 244 - Forks: 33

albumentations-team/autoalbument

AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/

Language: Python - Size: 240 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 207 - Forks: 20

LGE-ARC-AdvancedAI/auptimizer

An automatic ML model optimization tool.

Language: Python - Size: 52.1 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 200 - Forks: 28

kakaobrain/autoclint

A specially designed light version of Fast AutoAugment

Language: Python - Size: 948 KB - Last synced at: 6 months ago - Pushed at: over 5 years ago - Stars: 171 - Forks: 25

mljar/automl-app

AutoML Web App - build Machine Learning pipeline in automatic way with Graphical User Interface (GUI). You can run app locally!

Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 165 - Forks: 17

hengzhe-zhang/EvolutionaryForest

An open source python library for automated feature engineering based on Genetic Programming

Language: Python - Size: 5.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 153 - Forks: 29

Shen-Lab/GraphCL_Automated

[ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Your Own View: Graph Contrastive Learning without Prefabricated Data Augmentations" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen

Language: Python - Size: 327 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 108 - Forks: 11

thomas-young-2013/mindware

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

Language: Python - Size: 63 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 63 - Forks: 28

mr7495/COVID-CT-Code

Fully automated code for Covid-19 detection from CT scans from paper: https://doi.org/10.1016/j.bspc.2021.102588

Language: Jupyter Notebook - Size: 16.8 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 56 - Forks: 30

ChanChiChoi/awesome-automl

collecting related resources of automated machine learning here

Size: 132 KB - Last synced at: about 10 hours ago - Pushed at: over 3 years ago - Stars: 54 - Forks: 16

ahmedmalaa/AutoPrognosis

Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.

Language: Python - Size: 1.17 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 54 - Forks: 22

HKUDS/AutoCF

[WWW'23] "AutoCF: Automated Self-Supervised Learning for Recommendation"

Language: Python - Size: 10.6 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 48 - Forks: 7

trane-dev/Trane

An open source python library for automated prediction engineering

Language: Python - Size: 29.4 MB - Last synced at: about 11 hours ago - Pushed at: 5 months ago - Stars: 45 - Forks: 16

DataCanvasIO/Cooka

A lightweight and visual AutoML system

Language: Python - Size: 11.2 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 42 - Forks: 9

mikeroyal/Autonomous-Systems-Guide

Autonomous Systems Guide

Language: Python - Size: 184 KB - Last synced at: about 10 hours ago - Pushed at: almost 4 years ago - Stars: 42 - Forks: 12

augerai/a2ml

Common API for all "second gen" AutoML APIs: Auger.AI, Google Cloud AutoML and Azure AutoML

Language: Python - Size: 19.1 MB - Last synced at: about 2 months ago - Pushed at: 11 months ago - Stars: 41 - Forks: 10

renato-umeton/automl-in-healthcare-review

Automated machine learning: Review of the state-of-the-art and opportunities for healthcare

Size: 51.8 KB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 41 - Forks: 9

Western-OC2-Lab/AutoML-and-Adversarial-Attack-Defense-for-Zero-Touch-Network-Security

This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis" published in IEEE Transactions on Network and Service Management.

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 32 - Forks: 9

ml-for-good/automl

We're designing the AutoML platform that would make it easy for non-technical people to build custom AI solutions and AI-powered process automation.

Language: Java - Size: 42.5 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 32 - Forks: 32

giantcroc/featuretoolsOnSpark

A simplified version of featuretools for Spark

Language: Python - Size: 180 KB - Last synced at: about 9 hours ago - Pushed at: over 6 years ago - Stars: 31 - Forks: 13

oracle-samples/automlx

This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.

Size: 27.9 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 29 - Forks: 5

ISG-Siegen/Auto-Surprise

An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning :rocket:

Language: Python - Size: 181 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 2

saket-maheshwary/AutoLearn

AutoLearn, a domain independent regression-based feature learning algorithm.

Language: Python - Size: 50.8 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 29 - Forks: 15

tonyleidong/OptimalFlow

OptimalFlow is an omni-ensemble and scalable automated machine learning Python toolkit, which uses Pipeline Cluster Traversal Experiments(PCTE) and Selection-based Feature Preprocessor with Ensemble Encoding(SPEE), to help data scientists build optimal models, and automate supervised learning workflow with simpler coding.

Language: HTML - Size: 65.2 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 27 - Forks: 10

eug/discriminative-ai-resources

Personal Artificial Intelligence Resources List

Size: 461 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 7

CSA-OCP-GER/azure-machine-learning-bootcamp

Azure Machine Learning Bootcamp

Size: 58.3 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 17

KxSystems/automl

Automated Machine Learning Framework for kdb+

Language: q - Size: 2.38 MB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 20

yusugomori/conveyer

Machine Learning for everybody.

Language: Python - Size: 24.4 KB - Last synced at: 2 months ago - Pushed at: over 6 years ago - Stars: 25 - Forks: 2

auto4opt/AutoOpt

A library for automatically designing metaheuristic optimizers.

Language: MATLAB - Size: 42.8 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 23 - Forks: 7

gudovskiy/autodo

Official PyTorch code for CVPR 2021 paper "AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation"

Language: Python - Size: 875 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 23 - Forks: 2

alteryx/predict-household-poverty

Predict the poverty of households in Costa Rica using automated feature engineering.

Language: Jupyter Notebook - Size: 4.95 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 23 - Forks: 15

Yard1/hpbandster-sklearn

A scikit-learn wrapper for HpBandSter hyper parameter search.

Language: Python - Size: 125 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 22 - Forks: 2

Sbrussee/PathBench-MIL

PathBench-MIL: A comprehensive, flexible Benchmarking / AutoML framework for multiple instance learning in Histopathology

Language: Python - Size: 13.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 20 - Forks: 4

codezakh/DataEnvGym

A testbed for agents and environments that can automatically improve models through data generation.

Language: Python - Size: 9.16 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 19 - Forks: 5

MindSetLib/Insolver

Low code machine learning library, specified for insurance tasks: prepare data, build model, implement into production.

Language: Jupyter Notebook - Size: 43.1 MB - Last synced at: 20 days ago - Pushed at: 10 months ago - Stars: 19 - Forks: 4

Apaezmx/simplifai

Free automated deep learning for spreadsheets

Language: JavaScript - Size: 47.6 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 18 - Forks: 2

ClimbsRocks/empythy

Automated NLP sentiment predictions- batteries included, or use your own data

Language: Python - Size: 2.43 MB - Last synced at: 7 months ago - Pushed at: almost 8 years ago - Stars: 18 - Forks: 8

taoshen99/AutoMolDesigner

The official open-source repository for AutoMolDesigner, an easy-to-use Python application dedicated to automated molecular design.

Language: Python - Size: 20 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 3

nphdang/Bandit-BO

Bayesian Optimization for Categorical and Continuous Inputs

Language: Python - Size: 188 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 16 - Forks: 2

Yi-Chen-Lin2019/Predictive-maintenance-with-machine-learning

This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.

Language: Jupyter Notebook - Size: 104 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 3

vimal0156/Ruaroa-AI

🧙‍♂️ Zero-Code Machine Learning Wizard - Transform ideas into intelligent solutions without writing code. AI-powered ML pipeline automation with interactive web interface.

Language: Python - Size: 21.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 13 - Forks: 0

danyvarghese/PyGol

A novel Inductive Logic Programming(ILP) system based on Meta Inverse Entailment in Python.

Language: C - Size: 6.9 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 13 - Forks: 3

Western-OC2-Lab/AutonomousCyber-AutoML-based-Autonomous-Intrusion-Detection-System

This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection" accepted in AutonomousCyber, ACM CCS, 2024.

Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 13 - Forks: 4

alteryx/featuretools_sql

Automated creation of EntitySets from relational data stored in SQL databases

Language: Python - Size: 139 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 0

genular/pandora-backend

Back-end interface for PANDORA https://github.com/genular/pandora

Language: R - Size: 149 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 9 - Forks: 2

ealcobaca/meta-padawan Fork of ebadrian/metadl

Meta-Padawan solution to the NeurIPS (2021) - Few-shot learning competition.

Language: Python - Size: 936 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 0

IBMDeveloperMEA/Fraud-Loan-Predictions-using-Automated-Machine-Learning Fork of kif01/Fraud-Loan-Predictions-using-Automated-Machine-Learning

This repo contains the assets used for a workshop where we use IBM's AutoAI service to build a credit risk predictive machine learning model that help in deciding whether a bank should accept a customer's loan application or reject it.

Language: Jupyter Notebook - Size: 9.59 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 6

u1234x1234/AutoSpeech2020

1st place solution to Automated Machine Learning https://www.automl.ai/competitions/2

Language: Python - Size: 13.1 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 2

TsLu1s/mlimputer

MLimputer: Missing Data Imputation Framework for Machine Learning

Language: Python - Size: 4.22 MB - Last synced at: 3 months ago - Pushed at: 10 months ago - Stars: 8 - Forks: 1

LittleLittleCloud/auto-machinelearning

Provides easy API to create and train sweepable pipeline for ML.Net over a group of pre-defined paramaters and trainers

Language: C# - Size: 2.18 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 1

haghish/autoEnsemble

autoEnsemble : An AutoML Algorithm for Building Homogeneous and Heterogeneous Stacked Ensemble Models by Searching for Diverse Base-Learners

Language: R - Size: 945 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 7 - Forks: 2

nphdang/turbo_bbo_neurips_2020

An improved version of Turbo algorithm for the Black-box optimization competition organized by NeurIPS 2020

Language: Python - Size: 110 KB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 0

YIWEI-CHEN/awesome-automated-machine-learning

A curated list of awesome automated machine learning resources

Size: 29.3 KB - Last synced at: about 2 hours ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 0

konabuta/DataExplore-Workshop 📦

data explore using machine learning & deep learning

Size: 87.9 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 7 - Forks: 5

chasedehan/diaml

Semi-automated machine learning pipelines

Language: Python - Size: 35.2 KB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 5

mlrepa/dvc-3-automate-experiments

Tutorial: Automate DVC experiments helps to automate your Machine Learning experiments, manage metrics, reports and models versions

Language: Jupyter Notebook - Size: 67.4 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 12

Jason2Brownlee/Awesome-AutoML-Books

Awesome AutoML Books: Curated list of books on Automated Machine Learning

Size: 1.47 MB - Last synced at: 26 days ago - Pushed at: 11 months ago - Stars: 5 - Forks: 1

seonghobae/kaefa

# kaefa kwangwoon automated exploratory factor analysis for improving research capability to identify unexplained factor structure with complexly cross-classified multilevel structured data in R environment

Language: R - Size: 90.1 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

loaiabdalslam/AUL

Automated Deep learning & Machine Learning in JavaScript, in browser locally or in node.

Language: JavaScript - Size: 186 KB - Last synced at: about 9 hours ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1

imoneoi/xrl-ppo

Automated & super fast PyTorch deep reinforcement learning platform for autonomous driving

Language: Python - Size: 32.2 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 1

automl/hpoglue

HPO tool with a modular API that allows for the easy interfacing of a new Optimizer and a new Benchmark

Language: Python - Size: 212 KB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 4 - Forks: 0

pkiage/tool-credit-risk-modelling

Tool demonstrating building credit risk models

Language: Python - Size: 487 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3

automl/hposuite

A lightweight framework for benchmarking HPO algorithms

Language: Python - Size: 733 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 3 - Forks: 0

dmitryglhf/autodask

AutoML Library Based on Dask with Bee Colony Optimization

Language: Python - Size: 1.66 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

LennartPurucker/PopulationBasedQDO-PostHocEnsembleSelectionAutoML

Repository for Reproducibility for the Paper: "Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML"

Language: Python - Size: 20.3 MB - Last synced at: 8 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

LennartPurucker/CMA-ES-PostHocEnsemblingAutoML

Repository for Reproducibility for the Paper: "CMA-ES for Post Hoc Ensembling in AutoML: A Great Success and Salvageable Failure".

Language: Python - Size: 1.88 MB - Last synced at: 9 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

mberkay0/wounderful

This web application is useful for scratch analysis

Language: CSS - Size: 365 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

mukeshmk/fm-learn

Federated Meta-Learning: a concept that allows everyone to benefit from the data that is generated through machine learning libraries.

Language: CSS - Size: 1.24 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 2

o0oBluePhoenixo0o/CheapAtlas

Build your own low-cost multipurpose demographics atlas

Language: Jupyter Notebook - Size: 20.1 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

Related Topics
machine-learning 105 automl 95 data-science 51 python 46 hyperparameter-optimization 35 deep-learning 32 scikit-learn 24 feature-engineering 24 hyperparameter-tuning 18 artificial-intelligence 15 classification 12 bayesian-optimization 12 xgboost 10 neural-architecture-search 10 pytorch 10 tensorflow 10 automated-feature-engineering 9 regression 9 optimization 8 keras 8 model-selection 8 computer-vision 8 ai 8 ml 8 hyperparameter-search 7 nas 7 ensemble-learning 7 random-forest 7 automl-algorithms 7 auto-ml 6 autodl 6 natural-language-processing 6 hpo 6 neural-network 5 streamlit 5 lightgbm 5 automation 5 data-analysis 5 tabular-data 5 tpot 5 nlp 5 python3 5 neural-networks 5 parameter-tuning 5 code-generation 4 visualization 4 machinelearning 4 feature-selection 4 convolutional-neural-networks 4 reinforcement-learning 4 azure 4 kaggle 4 hyperopt 4 data-preprocessing 4 artificial-neural-networks 4 genetic-programming 4 python-examples 4 gradient-boosting 4 meta-learning 4 ai-agents 3 featuretools 3 multiclass-classification 3 supervised-learning 3 stacking 3 sklearn 3 pipeline 3 deeplearning 3 openai 3 no-code 3 augmentation 3 image-classification 3 benchmarking 3 machine-learning-pipeline 3 intrusion-detection-system 3 smac 3 metalearning 3 model-compression 3 reproducibility 3 autogluon 3 predictive-modeling 3 recommender-system 3 machine-learning-algorithms 3 distributed 3 autodl-challenge 2 explainable-ai 2 adsp 2 classification-algorithm 2 ag066833 2 alzheimers 2 data-streams 2 data-stream-processing 2 aiml 2 concept-drift 2 llm 2 post-hoc-ensembles 2 alzheimer 2 ensembles 2 pandas-profiling 2 awesome-list 2 autonomous-vehicles 2