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bin2vw

Simple C code for taking packed binary arrays (e.g. written by Matlab) and piping them in Vowpal Wabbit format to stdout.

char-rnn

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

cunn

davidbelanger.github.io

factorie

FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

freebaserelations

Getting relations from Freebase using the Google MQL API

gradient-checkpointing

Make huge neural nets fit in memory

javascriptprofiler

A javascript profiler in written in javascript. Class project for Emery Berger.

lua---nnx

An extension to Torch7's nn package.

nn

parseembeddings

pose-hg

Code to test and use the model from "Stacked Hourglass Networks for Human Pose Estimation"

pose-hg-train

Training and experimentation code used for "Stacked Hourglass Networks for Human Pose Estimation"

protein-embedding-retrieval

remodel

Remodel: Make Done Right

spen

Structured Prediction Energy Networks in Torch

tensorflow

Computation using data flow graphs for scalable machine learning

textlds

Code for ICML 2015 "A Linear Dynamical System Model For Text"

tf-examples

tf-hypergrad

simple example of gradient-based hyperparameter optimization using tensorflow

torch-autograd

Autograd automatically differentiates native Torch code

torch-nlp-util

End-to-End NLP in torch

torch-util

utility code for doing deep nlp in torch