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Karthik Ramanathan's Projects

boop icon boop

A scriptable scratchpad for developers. In slow yet steady progress.

data-dive icon data-dive

Analyze the distribution of book requests from different users at the Ann Arbor District Library.

dbt icon dbt

dbt (data build tool) enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

fancyimpute icon fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

kiva-loan-prediction icon kiva-loan-prediction

Predict if a loan request from a borrower will be fully funded or not by peer lenders in Kiva

kivaproject icon kivaproject

Predict if a loan will be funded on the microfinance platform Kiva based on the borrower characteristics and loan posting.

numpynet icon numpynet

Approachable neural net implementation in pure numpy

perceptron icon perceptron

My Python implementation of the Perceptron algorithm.

pkgnet icon pkgnet

R package for analyzing other R packages via graph representations of their dependencies

spark-tutorial icon spark-tutorial

Code from the pyspark tutorial at https://www.datacamp.com/community/tutorials/apache-spark-tutorial-machine-learning

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