UCSF-Data_Driven_Neuro

A repository to store course materials for the data-driven neuroscience in python short-course.

This is currently organized into three main sections.

• An introduction to Machine Learning in python, as well as specifically for fMRI encoding and decoding models.
• A tutorial on image processing with fMRI. Including topics such as segmentation, preprocessing, and data manipulation.
• A tutorial on deep learning using two popular packages in python: caffe and tensorflow.