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Sonali's Projects

binaryclassifiers icon binaryclassifiers

Binary classifiers in R- Logistic, Naive Bayes, SVM, K-nn (k nearest Neighbors) and default. They use cross validations-any fold as defined by users. It also have accuracy metrics

java-game icon java-game

An alternate and fun version of Hangman-text based

java-revisioncontrolsystem icon java-revisioncontrolsystem

Revision Control System in JAVA. This system parses the log files and retrieve important information about revisions, authors and commits

naive-bayes-matlab icon naive-bayes-matlab

Machine Learning- Naive Bayes in Machine learning (2 classes). This repository is an implementation of Naive Bayes to classify the data into two categories.The goal is to maximize posterior probability of x given it belongs to the category (i.e.) P(X|Y=yi) and hence deriving MAP estimates. It also uses the binomial distribution with prior Beta.

openface icon openface

Face recognition with deep neural networks.

python-sdk icon python-sdk

:snake: Client library to use the IBM Watson services in Python and available in pip as watson-developer-cloud

tempo icon tempo

The purpose of this project is to provide an API for manipulating time series on top of Apache Spark. Functionality includes featurization using lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, and downsampling & interpolation. This has been tested on TB-scale of historical data and is unit tested for quality purposes.

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