User Guide

A brief guide attempting to showcase better the functionality of the mcmodels package. This guide is in no way exhaustive, but aims to describe certain aspects of the package in a more readible format than the API Reference.

• 1. Data wrangling
  • 1.1. Working with data from the AllenSDK
  • 1.2. Core Package
• 2. Regressors
  • 2.1. Nonnegative Least Squares Regression
  • 2.2. Nonnparametric Regression
• 3. Published models
  • 3.1. HomogeneousModel similar to [Oh2014]
  • 3.2. New Voxel-scale Connectivity Model [Knox2018]