https://github.com/miozilla/azmlaml

azmlaml :microscope: : Urban Transportation #azure_ml #automated_ml
https://github.com/miozilla/azmlaml

azure-automated-machine-learning

Last synced: 5 months ago
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azmlaml :microscope: : Urban Transportation #azure_ml #automated_ml

• Host: GitHub
• URL: https://github.com/miozilla/azmlaml
• Owner: miozilla
• Created: 2025-04-25T13:18:24.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-05-28T22:54:11.000Z (about 1 year ago)
• Last Synced: 2025-06-29T16:42:37.614Z (about 1 year ago)
• Topics: azure-automated-machine-learning
• Homepage:
• Size: 949 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# azmlaml 🔬

azmlaml : Urban Transportation #azure_ml #automated_ml

## Objective

To streamline and simplify the process of building, training, and optimizing machine learning models.

Try multiple algorithms and parameters to train multiple models, and identify the best one for the data. 

Train a model that predicts the number of bicycle rentals that should be expected on a given day, based on seasonal and meteorological features.

## Features

- **Dataset** : [Historical bicycle rental details](https://aka.ms/bike-rentals)

- **Studio**  : [Azure ML](https://ml.azure.com)

## AutoML Workflow Progress...

![Screenshot_azmlaml001](./azmlaml001.png)

![Screenshot_azmlaml002](./azmlaml002.png)

![Screenshot_azmlaml003](./azmlaml003.png)

![Screenshot_azmlaml004](./azmlaml004.png)

![Screenshot_azmlaml005](./azmlaml005.png)

![Screenshot_azmlaml006](./azmlaml006.png)

![Screenshot_azmlaml007](./azmlaml007.png)

![Screenshot_azmlaml008](./azmlaml008.png)

![Screenshot_azmlaml009](./azmlaml009.png)

![Screenshot_azmlaml010](./azmlaml010.png)