data_analytics_project

Richter's Predictor: Modeling Earthquake Damage

Problem Statement:

Predict the level of damage to buildings caused by the 2015 Gorkha earthquake in Nepal, based on aspects of building location and construction.

Files:

basic_analysis_EDA.ipynb : contains Exploratory Data Analysis

functions.py : Functions for models implemented here. Imported in other notebooks.

Implementation_of_Models.ipynb : Basic Models

Ensemble_Learning.ipynb : Ensemble Learning of different Models

Improving_the_f1.ipynb : Feature Engineering performed

NN_model.ipynb : Neural Network implemented