Create your own GitHub profile
Sign up for your own profile on GitHub, the best place to host code, manage projects, and build software alongside 36 million developers.Sign up
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"
Tutorial code implementing Log-Bilinear Models for NLP
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…