Demonstration Projects
News aggregation (graph clustering and ranking)
Cold-start recommendation (collaborative filtering with link prediction)
Computer-aided second language acquisition (automatic curriculum development)
Anomaly detection (echo state networks)
Personal name parsing (conditional random fields with JBTCRF)
Corpus summarization (nested topic modeling and sentiment analysis)
Gesture recognition (convolutional predictive sparse decomposition in Theano)
Movie ratings (hierarchical Bayesian modeling in PyMC3)

Software
Topic Modeling
Modularity Clustering
Fully Personalized PageRank
Gradient Boosted Trees for Classification and Regression
Boosted Tree Conditional Random Field (CRF) Classification
Transformed Weight-Normalized Complement Naive Bayes Classification

Public Service
Environmental impact report (EIR) comments

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