GSOC: Week 3

I had a very productive week managing to implement the feature engineering process using Discrete Wavelet transforms. I also made the according and will start working on classification procedure.

What I did this week:

• Create modular interface for signal processing and feature extraction
• Implement first signal processing methods (discrete wavelet transforms) using Apache Spark Resilient Distributed Dataset API (MapReduce framework)
• Tested the output of feature engineering process

What I aim to do next week:

• Finsih testing the feature engineering output
• Start working on classification - implement the Classifer Interface and a basic classifier (logistic regression)
• Have a full pipeline from reading the data to predictions from a classifier

Blocks:

• None