piotrmirowski/MNSpike

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Created about 15 years ago
Updated almost 12 years ago

piotrmirowski/MNSpike

piotrmirowski

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MNSpike

Tutorial_AutoEncoders

Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwritten digits data.

DependencyTreeRnn

Dependency tree-based RNN

DGA

Code for the 2012 IEEE Transactions on Power Delivery paper on "Statistical Machine Learning and Dissolved Gas Analysis: A Review"

DFG4GRN

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.

LBL

Tutorial code implementing Log-Bilinear Models for NLP