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hunjaechung's Projects

2015 icon 2015

Public material for CS109

adv-r icon adv-r

Advanced R programming: a book

alphago icon alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

awesome-r icon awesome-r

A curated list of awesome R packages, frameworks and software.

data.table icon data.table

R's data.table package extends data.frame. More info:

devtools icon devtools

Tools to make an R developer's life easier

dplyr icon dplyr

Dplyr: A grammar of data manipulation

fredapi icon fredapi

A wrapper for the St. Louis Fed's Federal Reserve Economic Data (FRED) API for R

fredr icon fredr

FredR: R Interface to Federal Reserve Economic Data API

fredr-1 icon fredr-1

Interact with the FRED API in the R workspace

ggplot2 icon ggplot2

An implementation of the Grammar of Graphics in R

go icon go

The Open Source Data Science Masters

kaggle-titanic icon kaggle-titanic

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstartes basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

mixer icon mixer

Mixed Incremental Cross-Entropy REINFORCE ICLR 2016

portfolioanalytics icon portfolioanalytics

:exclamation: This is a read-only mirror of the CRAN R package repository. PortfolioAnalytics — Portfolio Analysis, Including Numerical Methods for Optimization of Portfolios

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

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