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Anurag Prabhakar's Projects

ccnf icon ccnf

Libraries for training and testing Continuous Conditional Neural Fields with a number of sample problems and other baselines.

courses icon courses

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

crema icon crema

Convolutional REpresenations for Music Analysis

deep-neural-networks-cnn- icon deep-neural-networks-cnn-

In this repository I keep the notebooks that contain the codes and analysis of image classification detection problems

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.

dream11 icon dream11

Project to predict the dream11 points in an IPL match

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

matlab icon matlab

Resources for using C++ with MATLAB

matlab_hmm icon matlab_hmm

MATLAB functions for training and evaluating HMMs and GMMs.

opencv icon opencv

Open Source Computer Vision Library

raytracer icon raytracer

Ray tracer with phong lighting, reflections, refractions, normal mapping, procedural textures, super sampling, and depth of field.

rbm-mnist icon rbm-mnist

C++ 11 implementation of Geoff Hinton's Deep Learning matlab code

sms-tools icon sms-tools

Sound analysis/synthesis tools for music applications

textblob icon textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

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