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Xinyu Max Liu's Projects

pdf-dump icon pdf-dump

A dump of all the data science materials (mostly pdf's) that I have accumulated over the years

phraug icon phraug

A set of simple Python scripts for pre-processing large files

prosper-loans-dataanalysis icon prosper-loans-dataanalysis

This project is on a data set from Prosper, which is America’s first marketplace lending platform, with over $7 billion in funded loans. This data set contains 113,937 loans with 81 variables on each loan, including loan amount, borrower rate (or interest rate), current loan status, borrower income, borrower employment status, borrower credit history, and the latest payment information. The main purpose of this project is to summarize the characteristics of variables that can affect the loan status and to get some ideas about the relationships among multiple variables using summary statistics and data visualizations.

pymc3 icon pymc3

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

python-0.9.1 icon python-0.9.1

Ancient Releases Andrew Dalke was clever and persistent enough to scrape Python 0.9.1 out of the Usenet alt.sources archives and assemble a compressed tarball. It's here mostly as a historical relic.

redash icon redash

Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

scalacaster icon scalacaster

Purely Functional Algorithms and Data Structures in Scala

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