ML_with_nextflow_poc

It is POC project, using Nextflow to run ML pipeline

This is a machine learning pipeline that trains a linear regression model using scikit-learn and predicts the values of a test set.

Input data

The pipeline expects two input files in the data/ folder:

• train.csv: A CSV file containing the training data
• test.csv: A CSV file containing the testing data

Output data

The pipeline generates two output files in the results/ folder:

• model.pkl: A pickled version of the trained linear regression model
• predicted_values.csv: A CSV

This project is still in progress, will try build an whole E2E pipeline soon.