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Kalyan Penta's Projects

neural-language-model icon neural-language-model

Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.

neuralnetwork icon neuralnetwork

Java (convolutional or fully-connected) neural network implementation with plugin for Weka. Uses dropout and rectified linear units.

neuralnetworks icon neuralnetworks

java deep learning algorithms and deep neural networks with gpu acceleration

neuraltalk icon neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nnet icon nnet

Neural networks in NumPy/Cython

ntm icon ntm

Neural Turing Machine

ocropy icon ocropy

Python-based OCR package using recurrent neural networks.

order-embedding icon order-embedding

Implementation of caption-image retrieval from the paper "Order-Embeddings of Images and Language"

pfds-scala icon pfds-scala

Chris Okasaki’s Purely Functional Data Structures in Scala

play-sse-example icon play-sse-example

Example of using real-time charts with Play Framework and server-side events

playn icon playn

A Java game development framework that deploys to JVM, HTML5, Android and iOS.

pmtk3 icon pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

prml icon prml

Pattern recognition and machine learning toolbox

rc-data icon rc-data

Question answering dataset featured in "Teaching Machines to Read and Comprehend

reactivelda icon reactivelda

ReactiveLDA is a fast, lightweight implementation of the Latent Dirichlet Allocation (LDA) algorithm, using a parallel vanilla Gibbs sampling algorithm.

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