Ecosyste.ms: Repos

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

GitHub topics: automated-machine-learning

EpistasisLab/tpot

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

Language: Python - Size: 76.1 MB - Last synced: about 2 hours ago - Pushed: 12 days ago - Stars: 9,536 - Forks: 1,546

microsoft/FLAML

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

Language: Jupyter Notebook - Size: 162 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 3,708 - Forks: 490

MindSetLib/Insolver

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

Language: Jupyter Notebook - Size: 41 MB - Last synced: 5 days ago - Pushed: 5 days ago - Stars: 18 - Forks: 3

IBM/lale

Library for Semi-Automated Data Science

Language: Python - Size: 40.4 MB - Last synced: 6 days ago - Pushed: 11 days ago - Stars: 324 - Forks: 83

ChanChiChoi/awesome-automl

collecting related resources of automated machine learning here

Size: 132 KB - Last synced: about 1 hour ago - Pushed: almost 2 years ago - Stars: 56 - Forks: 17

automl/HpBandSter

a distributed Hyperband implementation on Steroids

Language: Python - Size: 7.17 MB - Last synced: 6 days ago - Pushed: over 1 year ago - Stars: 605 - Forks: 111

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: 8 days ago - Pushed: 17 days ago - Stars: 13,799 - Forks: 1,806

alteryx/featuretools

An open source python library for automated feature engineering

Language: Python - Size: 7.38 MB - Last synced: 8 days ago - Pushed: 10 days ago - Stars: 7,064 - Forks: 859

SimonBlanke/Hyperactive

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

Language: Python - Size: 30.4 MB - Last synced: 9 days ago - Pushed: 10 days ago - Stars: 493 - Forks: 41

EpistasisLab/tpot2

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

Language: Jupyter Notebook - Size: 5.44 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 151 - Forks: 22

automl/SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Language: Python - Size: 147 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 1,016 - Forks: 217

autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

Language: Python - Size: 19.7 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 7,185 - Forks: 848

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: 9 days ago - Pushed: almost 6 years ago - Stars: 1,267 - Forks: 106

sb-ai-lab/LightAutoML

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

Language: Python - Size: 92.2 MB - Last synced: 9 days ago - Pushed: 4 months ago - Stars: 737 - Forks: 43

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: 12 days ago - Pushed: 13 days ago - Stars: 611 - Forks: 106

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: 27 minutes ago - Pushed: over 2 years ago - Stars: 198 - Forks: 19

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: 14 days ago - Pushed: 14 days ago - Stars: 133 - Forks: 11

TsLu1s/MLimputer

MLimputer - Missing Data Imputation Framework for Supervised Machine Learning

Language: Python - Size: 4.19 MB - Last synced: 17 days ago - Pushed: 17 days ago - Stars: 5 - Forks: 0

JAdelhelm/Automated-Anomaly-Detection-Preprocessing-Pipeline

I created this automated anomaly detection preprocessing pipeline during my master thesis. It can be used to automatically preprocess tabular data for anomaly detection methods.

Language: Python - Size: 19.8 MB - Last synced: 18 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

mljar/mljar-supervised

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

Language: Python - Size: 9.49 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2,923 - Forks: 381

Cutwell/zero-step-ml

Fully automated machine learning using LLMs.

Language: Python - Size: 1.67 MB - Last synced: 20 days ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

genular/pandora-backend

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

Language: R - Size: 18.6 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 9 - Forks: 4

microsoft/archai

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

Language: Python - Size: 50.2 MB - Last synced: 19 days ago - Pushed: 5 months ago - Stars: 457 - Forks: 90

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: 17 days ago - Pushed: 8 months ago - Stars: 2,222 - Forks: 393

cod3licious/autofeat

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

Language: Python - Size: 553 KB - Last synced: 22 days ago - Pushed: 3 months ago - Stars: 478 - Forks: 58

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: 423 KB - Last synced: 22 days ago - Pushed: over 2 years ago - Stars: 106 - Forks: 8

AxeldeRomblay/MLBox

MLBox is a powerful Automated Machine Learning python library.

Language: Python - Size: 50 MB - Last synced: 21 days ago - Pushed: 10 months ago - Stars: 1,477 - Forks: 275

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: 27 days ago - Pushed: 28 days ago - Stars: 1,626 - Forks: 197

ClimbsRocks/auto_ml

[UNMAINTAINED] Automated machine learning for analytics & production

Language: Python - Size: 1.38 MB - Last synced: 14 days ago - Pushed: over 3 years ago - Stars: 1,638 - Forks: 312

mikeroyal/Autonomous-Systems-Guide

Autonomous Systems Guide

Language: Python - Size: 184 KB - Last synced: 4 days ago - Pushed: over 2 years ago - Stars: 17 - Forks: 8

justinormont/ImgurClassifier

Classify imgur posts

Language: C# - Size: 85 KB - Last synced: 30 days ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

oracle-samples/automlx

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

Size: 5.61 MB - Last synced: 24 days ago - Pushed: 8 months ago - Stars: 20 - Forks: 1

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: about 1 month ago - Pushed: about 1 month ago - Stars: 17 - Forks: 3

keras-team/autokeras

AutoML library for deep learning

Language: Python - Size: 43.4 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 9,066 - Forks: 1,400

sberbank-ai-lab/LightAutoML 📦

LAMA - automatic model creation framework

Language: Python - Size: 23.4 MB - Last synced: 29 days ago - Pushed: about 2 years ago - Stars: 867 - Forks: 93

LGE-ARC-AdvancedAI/auptimizer

An automatic ML model optimization tool.

Language: Python - Size: 52.1 MB - Last synced: 6 days ago - Pushed: over 1 year ago - Stars: 199 - Forks: 29

Yard1/hpbandster-sklearn

A scikit-learn wrapper for HpBandSter hyper parameter search.

Language: Python - Size: 125 KB - Last synced: 28 days ago - Pushed: over 1 year ago - Stars: 23 - Forks: 2

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: 9 days ago - Pushed: over 2 years ago - Stars: 55 - Forks: 26

sapientml/sapientml

Generative AutoML for Tabular Data

Language: Python - Size: 790 KB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 423 - Forks: 23

trane-dev/Trane

An open source python library for automated prediction engineering

Language: Python - Size: 29.4 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 41 - Forks: 16

aimclub/FEDOT

Automated modeling and machine learning framework FEDOT

Language: Python - Size: 223 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 602 - Forks: 82

automl/auto-sklearn

Automated Machine Learning with scikit-learn

Language: Python - Size: 121 MB - Last synced: about 1 month ago - Pushed: 5 months ago - Stars: 7,392 - Forks: 1,264

AdrianAntico/AutoQuant

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

Language: R - Size: 804 MB - Last synced: 25 days ago - Pushed: 4 months ago - Stars: 230 - Forks: 44

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: 6.03 MB - Last synced: about 1 month ago - Pushed: 6 months ago - Stars: 490 - Forks: 98

DeepWisdom/AutoDL

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

Language: Python - Size: 4.46 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 1,106 - Forks: 213

danyvarghese/PyGol

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

Language: C - Size: 5.72 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 10 - Forks: 2

hengzhe-zhang/EvolutionaryForest

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

Language: Python - Size: 4.08 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 120 - Forks: 21

HKUDS/AutoCF

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

Language: Python - Size: 10.6 MB - Last synced: 29 days ago - Pushed: 3 months ago - Stars: 43 - Forks: 7

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: 25 days ago - Pushed: over 7 years ago - Stars: 410 - Forks: 64

arcelien/pba

Efficient Learning of Augmentation Policy Schedules

Language: Jupyter Notebook - Size: 536 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 501 - Forks: 86

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: 5 days ago - Pushed: 4 months ago - Stars: 41 - Forks: 10

mstaddon/GraniteAI

Automated machine learning and data mining software

Language: Python - Size: 393 KB - Last synced: 3 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

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: 2 months ago - Pushed: over 1 year ago - Stars: 32 - Forks: 32

kakaobrain/fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

Language: Python - Size: 1.45 MB - Last synced: 3 months ago - Pushed: almost 3 years ago - Stars: 1,579 - Forks: 195

pkiage/tool-credit-risk-modelling

Tool demonstrating building credit risk models

Language: Python - Size: 487 KB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 4 - Forks: 3

eug/discriminative-ai-resources

Personal Artificial Intelligence Resources List

Size: 461 KB - Last synced: 9 days ago - Pushed: 10 months ago - Stars: 21 - Forks: 7

haghish/autoEnsemble

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

Language: R - Size: 920 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 3 - Forks: 2

ISG-Siegen/Auto-Surprise

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

Language: Python - Size: 178 KB - Last synced: 9 days ago - Pushed: about 2 months ago - Stars: 26 - Forks: 2

AjmalSarwary/invest_ml

A collection of Python coded analysis and automation of risk mitigation strategies in portfolio management.

Language: Jupyter Notebook - Size: 4.53 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

YIWEI-CHEN/awesome-automated-machine-learning

A curated list of awesome automated machine learning resources

Size: 29.3 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 7 - Forks: 0

DataCanvasIO/Cooka

A lightweight and visual AutoML system

Language: Python - Size: 11.2 MB - Last synced: about 2 months ago - Pushed: 6 months ago - Stars: 39 - Forks: 107

KxSystems/automl

Automated Machine Learning Framework for kdb+

Language: q - Size: 2.38 MB - Last synced: 3 months ago - Pushed: 11 months ago - Stars: 24 - Forks: 17

PedroSeber/SmartProcessAnalytics Fork of vickysun5/SmartProcessAnalytics

Smart Process Analytics (SPA) is a software package for automatic machine learning. Given user-input data (and optional user preferences), SPA automatically cross-validates and tests ML and DL models. Model types are selected based on the properties of the data, minimizing the risk of data-specific variance.

Language: Python - Size: 301 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

thedigitalchief/linkedIn-autoconnect

Fully automated web-scraper that scrapes, cleans, and analyzes LinkedIn connection data and intelligently gathers potential profiles worth connecting with.

Language: Python - Size: 8.64 MB - Last synced: 30 days ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

kakaobrain/autoclint

A specially designed light version of Fast AutoAugment

Language: Python - Size: 948 KB - Last synced: 3 months ago - Pushed: about 4 years ago - Stars: 170 - Forks: 26

KalyanM45/Automated-ML-Modelling

This is the Streamlit web application that allows users to upload a dataset, generate an automated exploratory data analysis (EDA) report using the pandas-profiling library, and and train a machine learning model for regression or classification tasks.

Language: Python - Size: 44.9 KB - Last synced: 25 days ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

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: 10 days ago - Pushed: 4 months ago - Stars: 27 - Forks: 10

SundareshSankaran/NLP---Categories-Testing-Framework

Upstream Repository for the NLP - Categories Testing Framework SAS Studio Custom Step. Automated enhancement to SAS Viya Natural Language Processing model development process. To be submitted to /sassoftware/sas-studio-custom-steps as well. Refer README for more details.

Language: SAS - Size: 14.3 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

ahmedmalaa/AutoPrognosis

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

Language: Python - Size: 1.17 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 54 - Forks: 22

IBM/visual-inspection-auto-train 📦

Language: Python - Size: 42 KB - Last synced: about 2 months ago - Pushed: about 1 year ago - Stars: 2 - Forks: 8

frootlab/vivid

Next generation framework for collaborative data science and automated machine learning

Language: Python - Size: 22.5 KB - Last synced: 7 days ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0

ClimbsRocks/empythy

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

Language: Python - Size: 2.43 MB - Last synced: 7 months ago - Pushed: over 6 years ago - Stars: 18 - Forks: 8

qz89/AutoOpt

A library for automatically designing metaheuristic optimizers.

Language: MATLAB - Size: 7.4 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 12 - Forks: 4

Anantha-Padmanaban/Smart-Waste-Management-System

In this project, I used various Machine learning Alogithm(K Nearest Neighbors, Support Vector Machine, Logistic Regression, Decision Tree, Multi Layer Perceptron Neural Network, Random Forest) to implement Smart waste management system

Language: Jupyter Notebook - Size: 490 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 2

giantcroc/featuretoolsOnSpark

A simplified version of featuretools for Spark

Language: Python - Size: 180 KB - Last synced: 21 days ago - Pushed: almost 5 years ago - Stars: 30 - Forks: 14

alteryx/featuretools_sql

Automated creation of EntitySets from relational data stored in SQL databases

Language: Python - Size: 139 KB - Last synced: 6 months ago - Pushed: 7 months ago - Stars: 11 - Forks: 0

automl/interactive-mo-ml

Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning

Language: Python - Size: 700 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - 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: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

LARS-research/GRAPE 📦

Automorphic Equivalence-aware Graph Neural Network. NeurIPS 2021.

Language: Python - Size: 958 KB - Last synced: 22 days ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

thedatanerdz/MLP-86

Automated machine learning app with streamlit

Language: Python - Size: 293 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

EugenHotaj/daas

AutoML as a Service.

Language: Python - Size: 85.9 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

u1234x1234/KDD-Cup-2020-AutoGraph-Challenge

8th place solution to https://www.automl.ai/competitions/3

Language: Python - Size: 80.1 KB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 2

machinedesign/pipelineopt

Pipelineopt, sckit-learn automatic pipeline optimization

Language: Python - Size: 11.7 KB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

machinedesign/grammaropt

Grammaropt : a framework for optimizing over domain specific languages (DSLs)

Language: Python - Size: 78.1 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 2 - Forks: 1

Apaezmx/simplifai

Free automated deep learning for spreadsheets

Language: JavaScript - Size: 47.6 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 18 - Forks: 2

celiolarcher/AUTOCVE

Auto-ML based on a coevolutionary model.

Language: C++ - Size: 87.9 KB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

keshavbhandari/Gredel

Automated R-Shiny based UI platform to create and deploy a XGBoost model on ANY dataset. Additionally it also includes black box interpretation techniques such as PDP, ALE Plots, permutation importance.

Language: HTML - Size: 1.04 MB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

GUT-AI/auto-ml

Automated Machine Learning (AutoML)

Size: 30.3 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

pritomsh/Automated-Machine-Learning-with-Neural-Architecture-Search-Research-Papers

Automated Machine Learning with Neural Architecture Search (AutoML with NAS). I try to collect papers when I make a review in this field.

Size: 5.09 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - 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: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

nphdang/Bandit-BO

Bayesian Optimization for Categorical and Continuous Inputs

Language: Python - Size: 188 KB - Last synced: 11 months ago - Pushed: almost 4 years ago - Stars: 16 - Forks: 2

chasedehan/diaml

Semi-automated machine learning pipelines

Language: Python - Size: 35.2 KB - Last synced: 21 days ago - Pushed: about 6 years ago - Stars: 7 - Forks: 5

mberkay0/wounderful

This web application is useful for scratch analysis

Language: CSS - Size: 365 MB - Last synced: about 1 month ago - Pushed: about 1 year 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: 2 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 2

saket-maheshwary/AutoLearn

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

Language: Python - Size: 50.8 KB - Last synced: 9 months ago - Pushed: almost 5 years ago - Stars: 29 - Forks: 15

Featuretools/predict-household-poverty

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

Language: Jupyter Notebook - Size: 4.95 MB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 23 - Forks: 15

yzhao062/algs

An AutoML system for algorithm selection (model selection)

Size: 1000 Bytes - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

Dana-Farber/automl-in-healthcare-review

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

Size: 51.8 KB - Last synced: 11 months ago - Pushed: over 3 years ago - Stars: 41 - Forks: 8

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: about 1 year ago - Pushed: over 1 year ago - Stars: 14 - Forks: 3

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: about 1 year ago - Pushed: over 2 years ago - Stars: 56 - Forks: 30

Related Keywords
automated-machine-learning 134 machine-learning 86 automl 80 data-science 44 python 37 hyperparameter-optimization 28 deep-learning 24 feature-engineering 20 scikit-learn 20 hyperparameter-tuning 13 bayesian-optimization 11 artificial-intelligence 11 classification 11 pytorch 10 xgboost 9 model-selection 8 automated-feature-engineering 8 neural-architecture-search 8 regression 8 auto-ml 7 tensorflow 7 automl-algorithms 7 keras 6 computer-vision 6 hyperparameter-search 6 ensemble-learning 6 nas 5 ai 5 lightgbm 5 automation 5 random-forest 5 parameter-tuning 5 nlp 4 neural-network 4 optimization 4 machinelearning 4 ml 4 meta-learning 4 convolutional-neural-networks 4 autodl 4 natural-language-processing 4 kaggle 4 python3 4 hyperopt 4 sklearn 4 gradient-boosting 4 genetic-programming 4 tpot 4 pipeline 3 multiclass-classification 3 hpo 3 stacking 3 automatic-machine-learning 3 deeplearning 3 streamlit 3 distributed 3 metalearning 3 smac 3 image-classification 3 data-analysis 3 featuretools 3 artificial-neural-networks 3 azure 3 augmentation 3 reproducibility 3 ensemble 2 catboost 2 preprocessing 2 automated 2 visualization 2 anomaly-detection 2 darts 2 spark 2 automated-data-science 2 feature-selection 2 linear-regression 2 machine-learning-models 2 self-supervised-learning 2 graph-neural-networks 2 pycaret 2 pandas-profiling 2 bot 2 collaborative-data-science 2 recommender-system 2 pandas 2 classification-algorithm 2 cnn 2 data-mining 2 ensembles 2 post-hoc-ensembles 2 explainable-ai 2 autodl-challenge 2 supervised-learning 2 context-free-grammar 2 h2o 2 hyper-parameter-optimization 2 deep-neural-networks 2 automl-products 2 reinforcement-learning 2 acquisition-functions 2