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deepkm

Dynamic routing with unsupervised learning. Perform deep-kmeans algorithm to generate groupings for LSTM thought-vectors, then use cluster assignment to dynamically route to language model. The language model uses topic-rnn-like algorithm to upweight and downweight words in the vocabulary.

deepkmeans

drocc-1

AlexNet trained on ImageNet used in Dense Neural Patterns and Regionlets for Generic Object Detection. Old replication of AlexNet from Alex Krizhevsky's code.

forecast

hclctpm

illu_public

Public repository

nn_pred

Deep learning for time-series prediction. A generic neural network which takes in time series, and optimizes using sgd in real-time.

numbers

Neural nets to model visual numbers.

sequencetosequence

Code for sequence-to-sequence generation of paraphrases, training, and low-latency service.

wvtools

Python code for manipulating word vectors.