ClarenceKe / aeon

A unified framework for machine learning with time series

Home Page:https://aeon-toolkit.org/

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

aeon logo

⌛ Welcome to aeon

aeon is an open source toolkit for learning from time series compatible with scikit-learn. It provides access to the very latest algorithms for time series machine learning, in addition to a range of classical techniques for learning tasks such as forecasting and classification.

We strive to provide a broad library of time series algorithms including the latest advances, offer efficient implementations using numba, and interfaces with other time series packages to provide a single framework for algorithm comparison.

The latest aeon release is v0.1.0. You can view the full changelog here.

Our webpage and documentation is available at https://aeon-toolkit.org.

Overview
CI/CD github-actions-release github-actions-main docs-main docs-main !codecov
Code !pypi !python-versions !black license binder
Community !slack !linkedin !twitter

⚙️ Installation

aeon requires a Python version of 3.8 or greater. Our full installation guide is available in our documentation.

The easiest way to install aeon is via pip:

pip install aeon

Some estimators require additional packages to be installed. If you want to install the full package with all optional dependencies, you can use:

pip install aeon[all_extras]

💬 Where to ask questions

Type Platforms
🐛 Bug Reports GitHub Issue Tracker
Feature Requests & Ideas GitHub Issue Tracker & Slack
💻 Usage Questions GitHub Discussions & Slack
💬 General Discussion GitHub Discussions & Slack
🏭 Contribution & Development Slack

About

A unified framework for machine learning with time series

https://aeon-toolkit.org/

License:BSD 3-Clause "New" or "Revised" License


Languages

Language:Python 100.0%Language:Makefile 0.0%Language:Dockerfile 0.0%Language:Shell 0.0%