MLcomp

MLcomp is a free website for objectively comparing machine learning programs across various datasets for multiple problem domains.

http://mlcomp.org/

Resources for Text, Speech and Language Processing

http://www.cs.technion.ac.il/~gabr/resources/resources.html

Microsoft All-In-One Code Framework

http://1code.codeplex.com/

(Good news for "lazy" programmers :D!)