myautoml is a package which provides a framework to automate machine learning
Project description
MyAutoML
MyAutoML is a project that aims to help data scientists become more efficient, by providing:
- Cookiecutter templates
- Example scripts (based on the Cookiecutter templates)
- A Python package with functions to perform common tasks
- A programming framework to automate as much as possible of the repetitive work a data scientist is likely to encounter.
Installation
Install MyAutoML using pip
:
pip install myautoml
Documentation
Documentation is under development. The latest version can be found at https://myautoml.readthedocs.io/en/latest/.
Tutorial
Wondering how to get started with training a model with MyAutoML? Have a look at the tutorial!
Example scripts
We provide example scripts in the folder scripts
.
Cookiecutters
To use the Cookiecutter templates:
cookiecutter https://github.com/myautoml/myautoml.git --directory="cookiecutter/binary_classifier"
Project details
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
myautoml-0.6.2.tar.gz
(17.0 kB
view details)
Built Distribution
myautoml-0.6.2-py3-none-any.whl
(21.4 kB
view details)
File details
Details for the file myautoml-0.6.2.tar.gz
.
File metadata
- Download URL: myautoml-0.6.2.tar.gz
- Upload date:
- Size: 17.0 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.8.18
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 |
f799b2ce2f2faed2121bec5b7b4dcb2db996d4d07d4982d4715668f458680d9b
|
|
MD5 |
ffdec65326868b3746221dd19e20cc27
|
|
BLAKE2b-256 |
bd5c14be755facf0d85aba7d0ce2fa0d4aad419cf58ab8984e9dc33c0fa5bdae
|
File details
Details for the file myautoml-0.6.2-py3-none-any.whl
.
File metadata
- Download URL: myautoml-0.6.2-py3-none-any.whl
- Upload date:
- Size: 21.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.2 CPython/3.8.18
File hashes
Algorithm | Hash digest | |
---|---|---|
SHA256 |
7011b58254d403ec4ccb46554f3615d07310389efa8c4abe444e991e3de70b46
|
|
MD5 |
ea3e72cf8ccf86f924cbc44e9afd5988
|
|
BLAKE2b-256 |
9f4976829626f4c56e654e2def10232adf41d4f69029a42511689edd6719802b
|