piotrmirowski/DependencyTreeRnn
Dependency tree-based RNN
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 regulation networks.
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Dependency tree-based RNN
Public repository.
Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwritten digits data.
Code for the 2012 IEEE Transactions on Power Delivery paper on "Statistical Machine Learning and Dissolved Gas Analysis: A Review"