#!/usr/bin/env python # coding: utf-8 # List of topics to cover: # # - Bayesian solution to overfitting # - Salisman's solution to the Don't Overfit # - Predictive distributions; "how do I evaluate testing data?" # - model fitting, BIC + visualization tools # - Gaussian Processes # # # Would be nice/cool to cover: # # - classification models (using the books text) # - Bayesian networks? # In[6]: # In[6]: # In[6]: # In[6]: # In[10]: from IPython.core.display import HTML def css_styling(): styles = open("../styles/custom.css", "r").read() return HTML(styles) css_styling() # In[ ]: