Fast and Accurate ML in 3 Lines of Code

Traffic analysis for Tor-based malware detection and classification

TSForecasting: Automated Time Series Forecasting Framework

Deploy automl models for tabular tasks on AWS Sagemaker with AutoGluon

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

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

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

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

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

Automated & Augmented ML Toolbox for Image Classification

AutoML Libraries for training multiple ML models in one go with less code.

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

A smart ML model that predicts a student's future career path based on academic, personal, and behavioral inputs. Built in just 8 hours during HackMarch at KLE Society using Python, AutoGluon, and scikit-learn.

CHiLScope is a smart surveillance system that enhances existing CCTV infrastructure by integrating AI-based emergency detection and activity classification. The system is designed to identify emergencies and unusual activities, including events that were not encountered during training, ensuring real-time situational awareness.

AutoGluon: AutoML for Text, Image, and Tabular Data

The project aims to create a model that predicts the penguin species based on specific attributes.

A Polymer Toxicity Prediction Tool using PSMILE Strings

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