Classification pipeline tool

Application to generate preprocessing and classification pipeline in a few seconds.

I developed an application to help people test and generate pipelines for classification problems.
The user can:

  • Select a toy dataset or upload his own dataset
  • Apply a combination of thousands of preprocessing steps
  • Select a model and its hyperparameters
  • Get the performance of its model
  • Download his pipeline to reuse in his project

This app is fully responsive and retrains a model whenever a change is detected in the pipeline.

Classification tool

The app was developped using python, pandas, scikit-learn and streamlit.

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