Machine Learning

Immunotherapy
The goal of immunotherapy is to demonstrate building a TensorFlow model on immunotherapy data. This is based on the the original work by Leon Eyrich Jessen, and his blog post on RViews: “Deep Learning for Cancer Immunotherapy”. Notebook This R Markdown notebook introduces the topic, … Read More…
Tensorflow Keras Plumber API Machine Learning

Model deployment and plumber
This resource showcases how to expose a machine learning model built in R via a Plumber API. A model is first trained and saved as an .rds file. The Plumber file loads this saved model from disk, interprets data submitted via POST request, and returns a JSON object containing predictions based on … Read More…
Plumber API Machine Learning