AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

Traffic analysis for Tor-based malware detection and classification

Deploy automl models for tabular tasks on AWS Sagemaker with AutoGluon

Corporate Credit Rating Prediction with AWS SageMaker JumpStart

A code-free AutoML pipeline with AutoGluon, Amazon SageMaker, and AWS Lambda.

Computational experiments for the paper "A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost" (IJCNN 2021)

Deploy AutoML models for image classification on AWS Sagemaker with AutoGluon

Benchmark for some usual automated machine learning, such as: AutoSklearn, MLJAR, H2O, TPOT and AutoGluon. All visualized via a Dash Web Application

使用比赛方提供的脱敏数据，进行客户信贷流失预测。

This repository shows how to use AWS step functions to train and deploy Autogluon tabular models on Amazon SageMaker

predict bike sharing demand using the AWS AutoGloun Framework

Repositório com projetos utilizando ferramentas e bibliotecas para automatização de etapas de projetos de data science.

This shows how to visualize the stack ensemble model trained by AutoGluon.

This is a Jupyter notebook based viewer of AutoGluon training job on SageMaker.

This is the repository for the "Predict Bike Sharing Demand with AutoGluon" task as part of the "2. Introduction to Machine Learning" chapter of the AWS Machine Learning Engineer Nanodegree Program on Udacity

Time Series Forecasting app that predicts solar energy generation potential for homeowners across all 5570 Brazilian cities based on historical solar irradiation data

Udacity Nano degree Project: Bike Sharing Demand using kaggle dataset

This project focuses on using the AWS open-source AutoML library, AutoGluon, to predict bike sharing demand using the Kaggle Bike Sharing demand dataset.