Modularize your machine learning pipelines.
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
NeptuneExperimentTrackerWandbExperimentTracker
-
HyperparameterOptimizer
BayesianOptimizerGaussianProcessRegressorRegressorCollection
Environment
Development quickstart
-
Install Python, open a terminal in the tidyML directory
-
Install dependencies with
pip install -r requirements.txt
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file tidyML-0.5.4.tar.gz.
File metadata
- Download URL: tidyML-0.5.4.tar.gz
- Upload date:
- Size: 11.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.9.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
5bc7da8b877ac0c21bc23da7d8bf4de6cb0e9a24351c8404ff09002872c73d5c
|
|
| MD5 |
3f46836cb40aca09aa2d8d9ff242a25e
|
|
| BLAKE2b-256 |
191bd3c9492a63cecabb599ad2e6128da19597564f0a3f2453020f6f571b8530
|
File details
Details for the file tidyML-0.5.4-py3-none-any.whl.
File metadata
- Download URL: tidyML-0.5.4-py3-none-any.whl
- Upload date:
- Size: 11.6 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.9.10
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1da46c957d294fa0931f8ca1461b4a17fb5f9f334e9aeea1cd8d757d0d094465
|
|
| MD5 |
b02100930729b3fc96fb1ddfff2c6da4
|
|
| BLAKE2b-256 |
338feea1dd915bb04d93d1414b9541749d55c846e8498895dcf943234e48e9b9
|
