https://github.com/geyang/ml-logger_examples

Usages Examples for ML-Logger
https://github.com/geyang/ml-logger_examples

learning-curves machine-learning ml-logger publication visualization

Last synced: 3 months ago
JSON representation

Usages Examples for ML-Logger

• Host: GitHub
• URL: https://github.com/geyang/ml-logger_examples
• Owner: geyang
• License: mit
• Created: 2021-03-19T19:07:29.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2021-12-05T04:50:55.000Z (over 3 years ago)
• Last Synced: 2025-01-10T12:58:29.907Z (5 months ago)
• Topics: learning-curves, machine-learning, ml-logger, publication, visualization
• Language: Python
• Homepage:
• Size: 8.49 MB
• Stars: 2
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Data Analysis and Visualization with ML-Logger API [![](https://img.shields.io/badge/Git-Book-%2323aaff)](http://geyang.gitbook.io/ml-logger-examples/)

> For a prettier version of this guide, you can visit our [[GitBook | ML-Logger Examples]](http://geyang.gitbook.io/ml-logger-examples/)

This repo contains live examples for analyzing and visualizing learning curves using the ML-Logger `read_metrics` API. 

1. [**Loading and Plotting A Single Learning Curve**](01_read_metrics.md)   

2. [**Comparing Two Learning Curves Side-by-side**](02_train_vs_eval.md)   

3. [**Facet and Grouping**](03_all_methods.md)   

4. [**Results Over All Domains**](04_all_domains.md)   

## Appendix

1. [**Download from Server**](00_download_from_server.md)