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I-Ta Lee's Projects

ad3 icon ad3

Alternating Directions Dual Decomposition

arkref icon arkref

http://www.ark.cs.cmu.edu/ARKref/

c-style icon c-style

My favorite C programming practices.

deeplearntoolbox icon deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

fbcunn icon fbcunn

Facebook's extensions to torch/cunn.

jekyll-now icon jekyll-now

Build a Jekyll blog in minutes, without touching the command line.

lanyon icon lanyon

A content-first, sliding sidebar theme for Jekyll.

libdai icon libdai

A free and open source C++ library for Discrete Approximate Inference in graphical models

lj40k icon lj40k

Modules for analyzing LJ40K data

minimal-mistakes icon minimal-mistakes

:triangular_ruler: A flexible two-column Jekyll theme. Perfect for personal sites, blogs, and portfolios hosted on GitHub or your own server.

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.

openke icon openke

An Open-Source Package for Knowledge Embedding (KE)

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