Published December 7, 2014 | Version v1
Software Open

Code for "Visual Causal Feature Learning" (Chalupka et al. 2015)

Description

Code implements Algorithms 1 and 2 from our UAI 2015 paper and reproduces the GRATING experiment. Written in Python, requires Theano and Pylearn2. The counter-examples implement Tetrad models from Supplementary Material B.

Files

Files (47.8 kB)

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md5:36251cd99a1b0cb72f34f4b63fb53004
38.2 kB Download
md5:8a8e624e390083944e1e196b0719b61c
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Additional details

Related works

Is part of
Conference paper: https://arxiv.org/abs/1412.2309 (URL)