https://github.com/santhalakshminarayana/automl

Automatic Machine Learning Model Creation with GUI and Python.
https://github.com/santhalakshminarayana/automl

automl automl-algorithms automl-products automl-python eel machine-learning machine-learning-app machine-learning-gui machinelearning-python python-eel python-gui

Last synced: 17 days ago
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Automatic Machine Learning Model Creation with GUI and Python.

• Host: GitHub
• URL: https://github.com/santhalakshminarayana/automl
• Owner: santhalakshminarayana
• Created: 2020-01-13T10:30:11.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2024-02-13T15:53:24.000Z (11 months ago)
• Last Synced: 2024-02-13T16:38:52.558Z (11 months ago)
• Topics: automl, automl-algorithms, automl-products, automl-python, eel, machine-learning, machine-learning-app, machine-learning-gui, machinelearning-python, python-eel, python-gui
• Language: HTML
• Size: 1.05 MB
• Stars: 37
• Watchers: 2
• Forks: 16
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
AutoML is a desktop application developed with Python, HTML, CSS and JS which lets user to interact and automated Machine Learning pipeline tasks like

* Data pre-processing

* Hyper-parameter tuning

* Performance Evaluation

Download the repository to run locally 

```

$ git clone https://github.com/santhalakshminarayana/AutoML.git

```

Setup Virtual environment and install requirements

```

$ virtualenv AutoML

$ source AutoML/bin/activate

$ cd AutoML

$ pip install -r requirements.txt

```

Run app

```

$ python app.py

```

Read more about this on [Medium](https://medium.com/@santhalakshminarayana/automl-a-gui-application-to-make-ml-for-everyone-31d18ca84d89)