diff --git a/docs/tex/tutorials/index.tex b/docs/tex/tutorials/index.tex index e68ebc47f..bee8a8d25 100644 --- a/docs/tex/tutorials/index.tex +++ b/docs/tex/tutorials/index.tex @@ -50,6 +50,39 @@ \subsection{Tutorials} If you're interested in contributing a tutorial, checking out the \href{/contributing}{contributing page}. + +\subsubsection{Videos} + +\begin{itemize} + \item + \href{https://www.youtube.com/watch?list=PLpTp0l_CVmgwyAthrUmmdIFiunV1VvicM&v=1zNNLHyeWok} + {Probabilistic Programming with GPs} + by Dustin Tran. Gaussian Process Summer School, 09/2017. + \item + \href{https://youtu.be/fR5Wvb86-IU} + {Intro to Bayesian Machine Learning with PyMC3 and Edward} + by Torsten Scholak, Diego Maniloff. PyCon, 05/2017. + \item + \href{https://www.youtube.com/watch?v=I09QVNrUS3Q} + {Bayesian Deep Learning with Edward (and a trick using Dropout)} + by Andrew Rowan. PyData London, 05/2017. + \item + \href{http://bit.ly/2k9QM3J} + {Edward: A library for probabilistic modeling, inference, and + criticism} + by Dustin Tran. NYU ML Meetup, 01/2017. + \item + \href{https://www.pscp.tv/hugo_larochelle/1yNGanvpOPjJj} + {Edward: A library for probabilistic modeling, inference, and criticism} + by Dustin Tran. Twitter, 09/2016. +\end{itemize} + +We also have a +\href{https://github.com/edwardlib/papers}{community repository} +for sharing content such as papers, posters, and slides. + +\subsubsection{Background} + For more background and notation, see the pages below. \begin{itemize} \item \href{model}{Probabilistic models}