xtoy: Automated Machine Learning

xtoy: Automated Machine Learning

Automated Machine Learning: go from 'X' to 'y' without effort.

Artificial Intelligence

Description

The goal will be to accept ANY data and come up with a "sensible" prediction.

It can smartly featurize textual data, categorical data, date/time and numeric data, and easily apply regexes.

It searches for an ML model afterwards using evolutionary search.

Quality guarantee by testing code changes, with loss measurements on lots of data problems.

Links

xtoy on GitHub by Pascal van Kooten

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Pascal v. added photos to project xtoy: Automated Machine Learning

Medium 09132a45 f26e 45b5 bc88 2805a9d22776

xtoy: Automated Machine Learning

The goal will be to accept ANY data and come up with a "sensible" prediction.

It can smartly featurize textual data, categorical data, date/time and numeric data, and easily apply regexes.

It searches for an ML model afterwards using evolutionary search.

Quality guarantee by testing code changes, with loss measurements on lots of data problems.

Medium avatar icon

Pascal v. created project xtoy: Automated Machine Learning

Medium 09132a45 f26e 45b5 bc88 2805a9d22776

xtoy: Automated Machine Learning

The goal will be to accept ANY data and come up with a "sensible" prediction.

It can smartly featurize textual data, categorical data, date/time and numeric data, and easily apply regexes.

It searches for an ML model afterwards using evolutionary search.

Quality guarantee by testing code changes, with loss measurements on lots of data problems.

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