Modularize your machine learning pipelines.

Navigation

Verified details

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

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License
  • Author: Eric Mockler
  • Requires: Python >=3.9
Classifiers
Report project as malware

Project description

tidyML

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

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License
  • Author: Eric Mockler
  • Requires: Python >=3.9
Classifiers

Release history Release notifications | RSS feed

0.6.8

0.6.7

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

0.5.7

0.5.6

0.5.5

0.5.4

0.5.3

0.5.2

0.5.1

0.5.0

0.4.28

0.4.22

0.4.20

0.4.19

0.4.18

0.4.17

0.4.16

0.4.15

0.4.12

0.4.11

0.4.10

0.4.9

0.4.8

0.4.5

0.4.4

0.4.3

0.4.2

0.4.1

0.4.0

0.3.3

0.3.2

0.3.1

0.3.0

0.2.0

0.0.5

0.0.4

This version

0.0.3

0.0.2

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

tidyML-0.0.3.tar.gz (6.9 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

tidyML-0.0.3-py3-none-any.whl (7.4 kB view details)

Uploaded Python 3

File details

Details for the file tidyML-0.0.3.tar.gz.

File metadata

  • Download URL: tidyML-0.0.3.tar.gz
  • Upload date:
  • Size: 6.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.7

File hashes

Hashes for tidyML-0.0.3.tar.gz
Algorithm Hash digest
SHA256 476a6b90f20189b572fa56fdc85f3c2da551dab92147f340b8bd8dd8940428d6
MD5 52f1961bf630f1168b521668b2e493af
BLAKE2b-256 7ad8f0a544a89a2ccd952b0a0eae5ef19d3d838d786158570098d4cfdd11ec39

See more details on using hashes here.

File details

Details for the file tidyML-0.0.3-py3-none-any.whl.

File metadata

  • Download URL: tidyML-0.0.3-py3-none-any.whl
  • Upload date:
  • Size: 7.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.9.7

File hashes

Hashes for tidyML-0.0.3-py3-none-any.whl
Algorithm Hash digest
SHA256 dd1ee081acc08aafbc4a4b1c18dce3355b2ff8ccf260e54d8a060c4584b6834d
MD5 28ba79d69d2c8c8908734f1f4900c058
BLAKE2b-256 985b82bc384c2077df0946867709663fd49935a3282b5ffca47297ae95689f87

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page