SRI Fork of Tree-based Pipeline Optimization Tool

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  • License: GNU Lesser General Public License v3 (LGPLv3) (GNU/LGPLv3)
  • Author: Randal S. Olson
  • Tags pipeline optimization, hyperparameter optimization, data science, machine learning, genetic programming, evolutionary computation
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Project description

The SRI International fork of the TPOT repo witch some modifications to allow us to get it to consider different primitives and to serialize pipelines instead of return them. A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.

Contact

If you have any questions or comments about TPOT, please feel free to contact me via:

E-mail: daragh.hartnett@sri.com (rso@randalolson.com for the original TPOT code base.)

This project is hosted at https://github.com/daraghhartnett/tpot

Project details

Verified details

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Avatar for daraghhartnett from gravatar.com daraghhartnett

Unverified details

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Project links
Meta
  • License: GNU Lesser General Public License v3 (LGPLv3) (GNU/LGPLv3)
  • Author: Randal S. Olson
  • Tags pipeline optimization, hyperparameter optimization, data science, machine learning, genetic programming, evolutionary computation
Classifiers

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1.2.0

1.1.9

1.1.8

This version

1.1.7

1.1.6

1.1.5

1.1.4

1.1.3

1.1.2

1.1.1

1.1.0

1.0.9

1.0.8

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1.0.2

1.0.1

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0.9.9

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0.9.7

0.9.6

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