automated-machine-learning

Fast and Accurate ML in 3 Lines of Code

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

AutoML library for deep learning

Automated Machine Learning with scikit-learn

An open source python library for automated feature engineering

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

AIDE: an LLM agent for machine learning engineering - the research Weco grew out of. Referenced in OpenAI MLE-bench.

Fast and customizable framework for automatic ML model creation (AutoML)

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Curated list of AutoResearch use cases with optimization traces and open source implementations

Automated modeling and machine learning framework FEDOT

Implementation/Tutorial of using Automated Machine Learning (AutoML) methods for static/batch and online/continual learning

A unified interface for optimization algorithms and experiments

Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities