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Machine-Learning-with-Causal_Inference-

image

Project Overview

This project aims at inferring the causation of breast cancer based on the characteristics of breast mass. With this information, disease indicators can be predicted and early treatment can be started for a given patient. Early treatment gives the patient a higher chance of survival and cure from breast cancer.

Installation

git clone https://github.com/Stella-Mutacho/Machine-Learning-with-Causal_Inference.git

cd Machine-Learning-with-Causal_Inference

pip install -r requirements.txt

Data

THe data used can be found on Kaggle

  • Diagnosis(Malignant / benign)
  • image

Notebooks

These contain the analysis and examples of implementation of the objective, in the form of .ipynb files

Scripts

These contain the python modules of the analysis

Tests

All the unittests and integration tests can be found here

Author: Stella Mutacho

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