/ml-streamlit

Fundamental machine learning datasets and models. You can choose a dataset and train it using this interface.

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Streamlit Machine Learning App

image App Link

Fundamental machine learning datasets and models. You can choose a dataset and train it using this interface. I made this interface to give a hint about machine learning to a curious friend.

Datasets

  • Iris
  • MNIST
  • Wine

Models

  • Support Vector Machine
  • Decision Tree
  • Random Forests

Contribution

This project has a long way to go so, any contributions are welcome.

Suggestions

  • Creating a Python dictionary or json file for Datasets and Models and ensuring that the definitions corresponding to the model and dataset are called with functions while the page is loaded.
  • Adding more comprehensive definitions and descriptions for models and datasets.
  • Adding new models and datasets.
  • Changing theme.
  • More EDA