a library to tune xgboost models

Credit Card Fraud detection system using Kaggle dataset using Azure Automated Machine Learning

This repository contains an implementation of TPOT for obtaining optimal pipelines with the use of genetic algorithms.

Auto ML application app with dash. Classification and Regression algorithms.

AutoML Package for faster developing

Encodings for neural architecture search

Demo for Lazy Predict Library!

Let’s practice and become familiar with classification algorithms.

Awesome papers on AutoML (Automatic Machine Learning)

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

mlopt is an AutoML library. Implementing some meta-heuristics optimization algorithms to generate fully trained and hyper parameterized ML models. The most used are Genetic Algorithm, PSO Algorithm and ACO Algorithm.

The correct prediction of heart disease can prevent life threats, and incorrect prediction can prove to be fatal at the same time. In this paper different machine learning algorithms and H20 AutoML are applied to compare the results and analysis of the Machine Learning Heart Disease dataset.

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

Predict the likelihood of a genome sequence undergoing mutation.

Autism Prediction in Adults

An autoML for explainable text classification.

🚲📈📊 Udacity AWS-MLE Nanodegree project 1️⃣ - Submission to the Bike Sharing Demand Prediction Competition on Kaggle using awslabs autogluon library, Competition link : https://www.kaggle.com/c/bike-sharing-demand/overview

Prediction of the energy consumption in French metropolitan areas

2022F SoC Co-op AutoML Pre-training in Agent Machine Learning Lab with Prof.Sungjin Ahn in 2022 Summer

Use your skills to help construct a sustainable society by predicting temperature in smart homes.