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backpropagation

A two-layer perceptron with the backpropagation algorithm to solve the parity problem

bilingual-word-embeddings

drishti

Drishti is an Amazon Echo app, which when triggered with voice commands, reads out text from images. The text recognition part was done using Google’s Vision APIs. Amazon AWS Lambda was used to host the backend using a serverless architecture and an Alexa SkillSet was developed for interfacing the voice commands for Echo device.

emotionrecognition

Emotion Detection using CNN and LSTM

gaussianmixturemodels

Implement the EM algorithm for mixtures of Gaussians on Wine dataset

id3

ID3 decision tree learning algorithm

ilovezappos

logisticregression

Logistic Regression with gradient checking and feature scaling

partofspeechtagger

Implement Structured Perceptron and Viterbi Algorithms for part-of-speech tagging

radialbasisfunction

RBF network for one input variable, one output variable and Gaussian basis functions

sgd-brainimagedata

Implement stochastic gradient descent for Logistic and Hinge loss to predict whether a human subject is viewing a picture or reading a sentence from their fMRI brain image data

social-influencers

The repository for CSE 5523 Course Project.

supportvectormachine

Support vector machine to determine if a genomic sequence is a Non-coding RNAs

textclassification-imdb

Implement Naive Bayes and Averaged Perceptron algorithms for movie review classification

word2vec

Word2Vec models (Skip-gram, CBOW) with negative sampling

yelp-dataset-analysis

This is the repo for CSE 5243 Homework Assignment#6