GrabAiSea_Safety

General Idea

Converted telematics data to graphs. The graphs are then fed into CNN for modelling and prediction.

Directory Structure

1. model_150_50.h5

Used for prediction (tensorflow)

2. manual_confusion_matrix (tensorflow-gpu

Contains result of the tensor model. Prediction and ROC done based on Neural Network

3. Grab_Preprocessing

Python notebook for preprocessing

4. KMeans.ipynb

KMeans.ipynb

5. Grab Simple (ML).ipynb

Prediction and ROC done based on Random Forest.