ML.NET Deep Dives

The purpose of this repo is to track my deep dives into various ML.NET

Deep Dives

Regression

A fun experiment into using StochasticDualCoordinateAscent Regressor to predict how long an employee is projected to stay at their position.

Blog Post: http://www.jarredcapellman.com/ml_net_with_sdca_and_predicting_turnover

K-means Clustering

An experiment with PE32 File Classification (assuming it was malicious).

Blog Post: http://www.jarredcapellman.com/ml_net_with_kmeans_clustering

Upcoming Deep Dives

Random File Classification

An experiment that I am going to start for my DSc in Cybersecurity

Jpeg Artifact Detector

Continuing my goal of upscaling

Binary Classifier

A simple deep dive

Sentiment Analysis

Reviews good/or bad