Automl Algorithms Python Packages

autoviz

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

lightautoml

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

autoviml

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

autobotlib

An autoML for explainable text classification.

shrinkit

Shrinkit is a powerful GUI-based Python library designed for automating machine learning tasks. With its intuitive interface, Shrinkit simplifies the process of building, training, and evaluating machine learning models, making it accessible to users of all skill levels. Shrinkit is a No-code package which can be used as a GUI.

bayeshalvingsearchcv

scikit-learn-compatible hyperparameter search: BayesHalvingSearchCV (or HalvingBayesianSearchCV - Bayesian/GP) and PatternSearchCV (Hooke-Jeeves), with multi-fidelity data growth for faster tuning on large datasets

xgbtune

a library to tune xgboost models

soln-ml

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

mindware

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.