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Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwritten digits data.
Dependency tree-based RNN
Code for the 2012 IEEE Transactions on Power Delivery paper on "Statistical Machine Learning and Dissolved Gas Analysis: A Review"
Code for our 2010 Genome Biology paper on "Predictive network modeling of the high-resolution dynamic plant transcriptome in response to nitrate", using Dynamic Factor Graphs for learning gene regu…
Tutorial code implementing Log-Bilinear Models for NLP
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