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Charlie Nash's Projects

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

clevr-dataset-gen icon clevr-dataset-gen

A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

mvn-missing-data icon mvn-missing-data

Python code for fitting a multivariate Gaussian (MVN) in the presence of missing data.

nnet icon nnet

Practice neural net repository

nricp icon nricp

Matlab implementation of non-rigid iterative closest point

pixel-cnn icon pixel-cnn

Python3 / Tensorflow implementation of PixelCNN++, as described in "PixelCNN++: A PixelCNN Implementation with Discretized Logistic Mixture Likelihood and Other Modifications"

pixelvae icon pixelvae

Code for the models in "PixelVAE: A Latent Variable Model for Natural Images" (https://arxiv.org/abs/1611.05013

probability icon probability

Probabilistic reasoning and statistical analysis in TensorFlow

pymm icon pymm

mixture models in Python

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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