https://github.com/danieldacosta/automate-ml-training
Repo used as a module for automating ML projects training using GitHub actions.
https://github.com/danieldacosta/automate-ml-training
actions machine-learning model
Last synced: 27 days ago
JSON representation
Repo used as a module for automating ML projects training using GitHub actions.
- Host: GitHub
- URL: https://github.com/danieldacosta/automate-ml-training
- Owner: DanielDaCosta
- Created: 2020-07-10T01:08:58.000Z (almost 6 years ago)
- Default Branch: master
- Last Pushed: 2021-02-02T13:37:45.000Z (over 5 years ago)
- Last Synced: 2025-09-07T17:54:10.403Z (9 months ago)
- Topics: actions, machine-learning, model
- Language: Python
- Homepage:
- Size: 28.3 KB
- Stars: 4
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Automating ML model training using GitHub actions
Repo used as module for automating ML projects training using GitHub actions.
# Details
- Uses Flake8 for linting. Stop the build if there are Python syntax errors or undefined names
- Runs ```python train.py``` file for training ML model.
- Saves metrix.txt and confusion_matrix.png in GitHub for display.
# Usage
Clone the repository, and update the following script on `.github/workflows/python-app.yml` with your own branches names:
```yml
push:
branches: [ master ]
pull_request:
branches: [ master ]
```
# Acknowledgments
- https://github.com/iterative/cml_base_case
- https://towardsdatascience.com/what-data-scientists-need-to-know-about-devops-2f8bc6660284