Process of automating the process of applying machine learning to real-world problems. AutoML covers the complete pipeline from the raw dataset to the deployable machine learning model. AutoML was proposed as an artificial intelligence-based solution to the ever-growing challenge of applying machine learning. The high degree of automation in AutoML allows non-experts to make use of machine learning models and techniques without requiring to become an expert in this field first.


An open source, low-code machine learning library in Python.
automl pycaret preprocessing code
Automated Machine Learning with scikit-learn.
automl scikit-learn library research
A Python framework for Automated Machine Learning (AutoML), hyperparameter tunning and program synthesis in general.
automl python machine-learning code
A minimal Automatic Machine Learning (AutoML) solution for tabular datasets based on PyTorch.
automl tabular pytorch tabular-data
An ergonomic machine learning API designed for non-technical users.
automl libra machine-learning code
Otto makes machine learning an intuitive, natural language experience.
automl assistant code neural-networks
AlphaPy: AutoML for Data Scientists and Speculators
AlphaPy is an automated machine learning (AutoML) Python framework for Data Scientists and Speculators.
automl scikit-learn keras sports
Lazy Predict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning.
automl lazypredict regression classification
✨ Automated Machine Learning Python package designed to save time for a data scientist 😎
automl supervised-learning linear-regression multi-class-classification
TPOT: Tree-based Pipeline Optimization Tool
TPOT is a Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
automl tpot genetic-programming hyperparameter-optimization
Star Clustering
A clustering algorithm that automatically determines the number of clusters and works without hyperparameter fine-tuning.
clustering automl library code
Table of Contents
Share a project
Share something you or the community has made with ML.
Topic experts