/batch-cycle-time-conditioner

This project uses Machine Learning to predict the Density in a dataset containing data from the site of "Amera," a Fabric Conditioner Factory of the "Globins Care Co." corporation in Azeroth.

Primary LanguageJupyter Notebook

batch-cycle-time-conditioner

This project uses Machine Learning to predict the Density in a dataset containing data from the site of "Amera," a Fabric Conditioner Factory of the "Globins Care Co." corporation in Azeroth.

Also a Streamlit app!

Features:

  • Data Analysis
  • Data Cleaning
  • Random Forest Model
  • Model Evaluation
  • Results

Install Requirements

Using Poetry:

poetry install

Using pip:

pip install -r requirements.txt

Run Project:

streamlit run app.py

The project will be available in a Local URL: http://localhost:8501