Fast and Accurate ML in 3 Lines of Code
-
Updated
Aug 27, 2024 - Python
Fast and Accurate ML in 3 Lines of Code
Projects from AWS & Udacity Machine Learning Scholarship
Prediction of bike sharing demand leveraging Autogluon
Predict Bike Sharing Demand using AutoGluon
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.
Leveraging AutoGluon, this project predicts bike sharing demand by integrating advanced automated machine learning techniques with extensive data exploration and hyperparameter optimization.
TSForecasting: Automated Time Series Forecasting Framework
Repository for the determination of the most promising machine learning algorithm and the best set of dimensionless features able to solve the challenging classification problem of adiabatic flow pattern prediction
This project leverages AutoGluon in AWS SageMaker Studio to predict bike sharing demand, automating model training and tuning for accurate forecasting.
Predicting Bike-sharing Demand Using Machine Learning with AutoGluon
This repository includes sample code for AutoML tools AutoGluon, AutoKeras, AutoSklearn, H2O, PyCaret, TPOT
Training a model using AutoGluon to predict bike sharing demand
This project focuses on using the AWS open-source AutoML library, AutoGluon, to predict bike sharing demand using the Kaggle Bike Sharing demand dataset.
Playing with autogluon and some cryptos data
Benchmark for some usual automated machine learning, such as: AutoSklearn, MLJAR, H2O, TPOT and AutoGluon. All visualized via a Dash Web Application
This repository includes the Colab notebooks used for the AutoML benchmarking study (object detection), and some of the FiftyOne scripts used to generate the datasets.
Classification-Techniques-For-Fraud-Detection
Automated & Augmented ML Toolbox for Image Classification
Add a description, image, and links to the autogluon topic page so that developers can more easily learn about it.
To associate your repository with the autogluon topic, visit your repo's landing page and select "manage topics."