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Algorithm Central

This page provides links to pedagogical resources (including tutorials) and other reference materials for AI/ML algorithms and approaches. These resources are chosen primarily to support anticipated work in astrobiology and are therefore not exhaustive in terms of fundamentals in AI/ML techniques and methodologies. If you are new to AI/ML tools a good place to start is INTRODUCTION TO AI.

Front cover image on the Brain in Space Educator Guide

Introduction to AI

Guides, tutorials, and startup codes

Supervised Learning

Overview and resources

A new image of the Tycho supernova remnant from Chanda shows a pattern of bright clumps and fainter holes in the X-ray data.

Reinforcement Learning

Overview and resources

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Unsupervised Learning

Overview and resources