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Perle's Projects

224d-project icon 224d-project

image cnn + text rnn w/ GRU to generate sentiment aware text

229-project icon 229-project

Machine Learning Final Project (Amit Badlani, Andre Esteva, Anand Sampat)

ais-impute icon ais-impute

Accelerated Inexact Soft-Impute for Fast Large-Scale Matrix Completion, matlab code

bpl icon bpl

Bayesian Program Learning model for one-shot learning

convextensor icon convextensor

Matlab code for the paper "A New Convex Relaxation for Tensor Completion"

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cpca icon cpca

R package for Common Principal Component Analysis (CPCA)

dal icon dal

Dual Augmented Lagrangian (DAL) algorithm for sparse/low-rank reconstruction and learning

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.

grasta_mex icon grasta_mex

A Mex version of GRASTA (Grassmannian Robust Adaptive Subspace Tracking Algorithm)

icml10 icon icml10

MATLAB scripts to reproduce the results of our ICML 2010 paper

keras icon keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

keystone icon keystone

Simplifying robust end-to-end machine learning on Apache Spark.

l1-homotopy icon l1-homotopy

Codes related to L1-norm minimization using homotopy

lrslibrary icon lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

machinelearning icon machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

malsar icon malsar

Multi-task learning via Structural Regularization

mtt icon mtt

MATLAB Tensor Tools

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