nmelone 270798f23e Scaling and Naive Case added
Implemented scaling to the data so that the final MSE calculation worked properly since the predictions are already scaled between [0,1].

Added the Naive Case of averaging the previous 5 frames together to get a naive prediction.
2018-10-22 17:21:33 -05:00
2018-09-17 17:15:56 -05:00
2018-09-17 17:15:56 -05:00
2018-09-26 12:36:55 -05:00

Weather Project

The goal of the project is to predict the weather. This project takes raw data from National Oceanic and Atmospheric Administration (NOAA) and transforms it into a hyper-channel image (7 channels). Then uses an adapted PredNet architecture to make frame-by-frame image predictions.

Description
Capstone project in Machine Learning Engineer nanodegree.
Readme GPL-3.0 51 MiB
Languages
Jupyter Notebook 87.5%
Python 12.5%