Fast and Accurate ML in 3 Lines of Code

python data-science machine-learning natural-language-processing computer-vision deep-learning time-series scikit-learn tabular-data pytorch forecasting hyperparameter-optimization ensemble-learning object-detection transfer-learning structured-data gluon automl automated-machine-learning autogluon

• Updated Nov 11, 2026
• Python

Using data analytics and machine learning to create a comprehensive and profitable system for predicting the outcomes of NBA games.

python nba machine-learning sqlite automl nba-prediction sports-betting sports-analytics autogluon

• Updated Nov 1, 2026
• Jupyter Notebook

Traffic analysis for Tor-based malware detection and classification

malware tor python3 machinelearning neuralnetworks autogluon

• Updated Jun 20, 2023
• Python

Train and deploy ML models in the cloud

python aws machine-learning cloud time-series tabular-data regression forecasting classification structured-data sagemaker autogluon

• Updated Oct 12, 2026
• Python

TSForecasting: Automated Time Series Forecasting Framework

python data-science machine-learning timeseries scikit-learn xgboost forecasting lightgbm automl timeseries-analysis catboost timeseries-forecasting autogluon automl-pipeline automated-forecasting automated-timeseries-forecasting

• Updated Feb 10, 2026
• Python

Corporate Credit Rating Prediction with AWS SageMaker JumpStart

multiclass-classification aws-sagemaker autogluon

• Updated Oct 20, 2023
• Jupyter Notebook

Deploy automl models for tabular tasks on AWS Sagemaker with AutoGluon

algorithm deep-learning ecr automl sagemaker autogluon autogluon-mxnet

• Updated Feb 28, 2020
• Python

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

machine-learning deep-learning automl tpot autosklearn h2o-automl transmogrifai rminer autogluon

• Updated Sep 8, 2022
• Python

s3 autogluon sagemaker-studio

• Updated Jun 17, 2022
• Jupyter Notebook

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

python lambda automl sagemaker autogluon

• Updated Aug 5, 2021
• Python

Deploy AutoML models for image classification on AWS Sagemaker with AutoGluon

deep-learning automl sagemaker image-classfication autogluon

• Updated Mar 8, 2020
• Jupyter Notebook

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

python benchmark machine-learning deep-learning kaggle dataset dash openml tpot auto-sklearn ploty mljar h2o-automl autogluon

• Updated May 16, 2025
• Python

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

cdk aws-step-functions sagemaker autogluon

• Updated Apr 13, 2026
• Jupyter Notebook

h2o-automl rapids autokeras autogluon lazypredict autots evalml autonlp autoviml sklearn-automl tpot-automl

• Updated Oct 2, 2021
• Jupyter Notebook

AI capability development platform using AutoML and AutoGluon

machine-learning ai automl mlops autogluon generative-ai

• Updated Mar 13, 2026
• Jupyter Notebook

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

python data-science machine-learning deep-learning exploratory-data-analysis machine-learning-algorithms jupyter-notebook hyperparameter-optimization amazon-web-services boosting-algorithms feature-engineering model-evaluation automl stacking model-building ensemble-methods autogluon

• Updated Jan 24, 2023
• HTML

使用比赛方提供的脱敏数据，进行客户信贷流失预测。

machine-learning eda lightgbm ann xgboost-model stratified-sampling tabnet stacking-ensemble autogluon stratified-cross-validation smote-sampling smote-oversampler stacking-classifier

• Updated May 18, 2022
• Jupyter Notebook

In this project, you'll use the AutoGluon library to train several models for the Bike Sharing Demand competition in Kaggle. You will be using Tabular Prediction to fit data from CSV files provided by the competition.

python data-science machine-learning sagemaker autogluon

• Updated Jan 12, 2023
• Jupyter Notebook

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

h2o automl tpot autosklearn autogluon pycaret autoviz autots mlbox

• Updated May 23, 2021
• Jupyter Notebook

Developers of all skill levels get hands on with machine learning through a cloud based 3D racing simulator, fully autonomous 1/18th scale race car driven by reinforcement learning, and global racing league.

aws machine-learning reinforcement-learning mxnet scikit-learn pytorch image-classifier vggnet udacity-nanodegree proximal-policy-optimization ppo dog-breed-classifier aws-deepracer ai-programming-with-python autogluon bike-share-demand-prediction

• Updated Jun 1, 2023
• Jupyter Notebook