Early-Detection-of-Heart-Disease-and-Diabetes---ME228/requirements.txt at main · Aadishah17/Early-Detection-of-Heart-Disease-and-Diabetes---ME228 · GitHub

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# ------------------------------------------
# requirements.txt - ME228 S1 Project
# Dev Suthar (23B2233)
# Includes all packages used in EDA, modelling and dashboard
# Please download dashboard file : https://drive.google.com/file/d/1PrFivd2aJzztXWGzSULgu5P-u1ZriOY8/view?usp=sharing
# ------------------------------------------

# Core Libraries
numpy==1.24.3
pandas==1.5.3
matplotlib==3.7.1
seaborn==0.12.2

# Modelling & Evaluation
scikit-learn==1.2.2
xgboost==1.7.6
shap==0.42.1
imbalanced-learn==0.10.1

# Streamlit Dashboard
streamlit==1.25.0

# Utility
joblib==1.3.2
pickle-mixin==1.0.2

# Visualization (running SHAP or plots)
plotly==5.15.0


Folder link (containing all files needed in a single directory for running STAGE 3 code) :
(the .pkl files will be generated while the code is run, and the rest need to be present in the working directory)

https://drive.google.com/drive/folders/1z8UjeA51ZBQXo0BdmNw8FhiiEeWGJQO0?usp=sharing