Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with autogluon

A curated list of projects in awesome lists tagged with autogluon .

https://github.com/aws-samples/automl-pipeline-with-autogluon-sagemaker-lambda

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

autogluon automl lambda python sagemaker

Last synced: 26 Apr 2025

https://github.com/olucaslopes/energygenforecaster

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

autogluon brazil energy forecasting geopy ibge machine-learning nominatim open-data pandas python requests solar streamlit streamlit-webapp time-series time-series-forecasting

Last synced: 08 May 2026

https://github.com/jahnvisahni31/predict_bike_sharing_demand

This project leverages AutoGluon in AWS SageMaker Studio to predict bike sharing demand, automating model training and tuning for accurate forecasting.

autogluon automl aws bikesharing datascience jupyternotebook jupyternotebooks machinelearning predictiveanalytics sagemaker

Last synced: 04 Mar 2025

https://github.com/alihassanml/credit-risk-modeling-using-automl

This project demonstrates the use of AutoML and Explainable AI (XAI) to predict credit default risk for a large-scale dataset. The goal is to build an interpretable machine learning model using AutoGluon, XGBoost, and LightGBM with SHAP for model interpretability.

autogluon lightgbm pyspark sklearn xgboost

Last synced: 20 May 2026

https://github.com/eljandoubi/predict-bike-sharing-demand-with-autogluon

In this project, our goal is to leverage Machine Learning Engineering techniques to participate in a Kaggle competition, utilizing the AutoGluon library.

autogluon catboost fastai kaggle-competition lightgbm sagemaker skit-learn torch xgboost

Last synced: 20 May 2026

https://github.com/shakil1819/udacity-ml-project-1

Predicting Bike-sharing Demand Using Machine Learning with AutoGluon

autogluon autogluon-mxnet machine-learning regression torch

Last synced: 16 May 2026

https://github.com/daekeun-ml/autogluon-objdetect-with-sagemaker-example

This is an example of low-code AutoML using AutoGluon to perform object detection quickly and easily.

autogluon automl object-detection

Last synced: 24 Mar 2025

https://github.com/srineogi/automl-classifier

Binary Classification problem. Contains Classifiers from various AutoML libraries such as AutoGluon, FLAML, Lazypredict, & TPOT

autogluon automated-machine-learning automl binary-classification classification flaml lazypredict machine-learning prediction tpot tpot-classifier

Last synced: 24 Feb 2025

https://github.com/drkbluescience/autogluon_cameroon_air_quality

Finished 5th in the Cameroon Air Quality Prediction competition, later refining the model to achieve a score better than the 1st place submission using AutoGluon.

autogluon automl feature-engineering machine-learning regression-analysis tabular-data

Last synced: 04 Mar 2025

https://github.com/muhamedhekal/bike-sharing-demand-prediction

Bike sharing systems are a means of renting bicycles where the process of obtaining membership, rental, and bike return is automated via a network of kiosk locations throughout a city. Using these systems, people are able rent a bike from a one location and return it to a different place on an as-needed basis. Currently, there are over 500 bike-sharing programs around the world. The data generated by these systems makes them attractive for researchers because the duration of travel, departure location, arrival location, and time elapsed is explicitly recorded. Bike sharing systems therefore function as a sensor network, which can be used for studying mobility in a city. In this competition, participants are asked to combine historical usage patterns with weather data in order to forecast bike rental demand in the Capital Bikeshare program in Washington, D.C.

autogluon autogluon-mxnet automl kaggle-competition machine-learning udacity-machine-learning-nanodegree

Last synced: 23 Apr 2025

https://github.com/gauravg-20/bike-sharing-demand

This project aims to enhance the mobility and convenience of the public through bike-sharing programs in metropolitan areas. One of the main challenges is maintaining a consistent supply of bikes for rental.

autogluon bike-sharing-demand-prediction jupyter-notebook kaggle-competition

Last synced: 06 Nov 2025

https://github.com/bits-bytes-nn/loan-repayment-prediction

Automated approach from feature engineering to modeling on the Kaggle Home Credit Default Risk competition dataset

autogluon featuretools mxnet

Last synced: 17 Mar 2025

https://github.com/daekeun-ml/autogluon-imgclass-with-sagemaker-example

This is an example of low-code AutoML using AutoGluon to perform image classification quickly and easily.

autogluon automl image-classification

Last synced: 12 Oct 2025

https://github.com/ballasaimounika/predict-bike-sharing-demand-with-autogluon

This project utilizes AutoGluon, AWS’s open-source AutoML framework, to predict hourly bike rental demand from the Kaggle Bike Sharing Demand dataset.

autogluon aws machine-learning python sagemaker-studio

Last synced: 15 Apr 2026

https://github.com/pranavdarshan/bike-sharing-demand-kaggle

Solution for Kaggle competition "Bike Sharing Demand". The solution using AutoGluon's Tabular Predictor provides a good overview of which model to choose as the base model for this problem.

autogluon aws-sagemaker exploratory-data-analysis python

Last synced: 29 Apr 2026

https://github.com/sumlgrupa4/pet_breed_classifier

Interactive web app for classifying dog and cat breeds from images using AutoGluon. Features model training, validation, Docker deployment, and CI/CD with GitHub Actions. Hosted on Hugging Face Spaces

autogluon ci-cd docker hugging-face mashine-learning streamlit

Last synced: 04 May 2026