Modularize your machine learning pipelines.

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  • License: MIT License
  • Author: Eric Mockler
  • Requires: Python >=3.9
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Project description

tidyML

Machine learning pipelines are too often built from spaghetti. This package provides utilities to consolidate logic and minimize duplication, which helps us write maintainable code.

Modules

  • DataMediator

  • ExperimentTracker

  • HyperparameterOptimizer

Environment

Development quickstart

  1. Install Python, open a terminal in the tidyML directory

  2. Install dependencies with pip install -r requirements.txt

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for emockler from gravatar.com emockler

Unverified details

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Project links
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  • License: MIT License
  • Author: Eric Mockler
  • Requires: Python >=3.9
Classifiers

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0.6.8

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0.6.6

0.6.5

0.6.3

0.6.2

0.6.1

0.6.0

0.5.11

0.5.10

0.5.9

0.5.8

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0.5.6

0.5.5

0.5.4

0.5.3

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0.5.1

0.5.0

0.4.28

0.4.22

0.4.20

0.4.19

0.4.18

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0.4.16

0.4.15

0.4.12

0.4.11

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0.4.9

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0.4.0

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This version

0.0.2

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