- Install IntelliJ + Scala Plugin
- Don’t do the Coursera courses yet.
- Don’t do the “red book” Functional Programming in Scala yet.
- Do: http://underscore.io/books/
- Essential Scala
- Essential Play
- Essential Slick
- Do Scala for the Impatient: https://www.amazon.com/Scala-Impatient-Cay-S-Horstmann/dp/0321774094
- The Neophyte’s Guide to Scala http://danielwestheide.com/scala/neophytes.html
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scalaVersion := "2.11.2" | |
resolvers += "Underscore Training" at "https://dl.bintray.com/underscoreio/training" | |
libraryDependencies += "underscoreio" %% "doodle" % "0.1.0" | |
initialCommands in console := """ | |
|import doodle.core._ | |
|import doodle.syntax._ | |
|import doodle.jvm._ |
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#!/bin/bash | |
# ./push_date user@server | |
# ssh user@server sudo date -s @`( date -u +"%s" ) | |
ssh $1 sudo date -s @`( date -u +"%s" ) |
- Feature Learning
- Learning Feature Representations with K-means by Adam Coates and Andrew Y. Ng
- The devil is in the details: an evaluation of recent feature encoding methods by Chatfield et. al.
- Emergence of Object-Selective Features in Unsupervised Feature Learning by Coates, Ng
- Scaling Learning Algorithms towards AI Benjio & LeCun
- A Theory of Feature Learning by Brendan van Rooyen, Robert C. Williamson
- Deep Learning
- Dropout: A Simple Way to Prevent Neural Networks from Overfitting by Nitish Srivastava, Geoffrey Hinton, Alex Krizhevsky, Ilya Sutskever and Ruslan Salakhutdinov
- [Understanding