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teganmaharaj's Projects

blocks icon blocks

A Theano framework for building and training neural networks

blocks-char-rnn icon blocks-char-rnn

Multi-layer RNN (LSTM, GRU, RNN) for character-level language models in Blocks

climate-dl icon climate-dl

Unsupervised and Semisupervised Learning Approaches to High Dimensional Climate Simulations

genki-study-resources icon genki-study-resources

A collection of exercises for practicing what is taught in Genki: An Integrated Course in Elementary Japanese.

image-segmentation icon image-segmentation

"Image Processing and Mathematical Modeling" final class project: image segmentation with an online front end to upload pictures which are then segmented based on default or provided features, according to a given or default clustering method.

moviefib icon moviefib

Code for creating dataset and running models described in the paper "A dataset and models for understanding video data through filll-in-the-blank question-answering"

neglu icon neglu

Implementation of negative-linear rectifier units for use with MATLAB package MatConvNet, with files for testing on MNIST and CIFAR

papersforbreakfast icon papersforbreakfast

Summaries of papers, textbook sections, and other information-dense content. A digestible, science-fibre packed way to start your day.

theano icon theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

zoneout icon zoneout

Code for experiments with our RNN regularizer, which stochastically forces units to maintain previous values.

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