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conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

coronavirus_study

Studying coronavirus spread

dashboards-elena

dashboards

demo

A collection of serious projects to demonstrate my expertise in solving real world business problems with exploratory data analysis, statistical methods, inference and forecasting, machine learning algorithm, Python, R, and SQL.

ezkable

ezplot

A R package that allows you to make commonly used statistical charts easily and quickly. All plots are made using ggplot2.

ezplot-book

a book of examples on how to use ezplot

free-programming-books

:books: Freely available programming books

gallery

A collection of demo projects

gmlang.github.io

my personal website

imdb

An interactive app of exploratory analysis on 5944 films (1913 - 2014) obtained from the imdb.com

loans

This package contains various loans datasets that I use in my books

masterr

website for masterr.org

phph

An app that runs the Cox, PO, and PHPH model to investigate the effect of radiotherapy on breast cancer development for patients with Hodgkin disease.

plotr

A web app that allows you to visualize your data

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyexercises

contains little python scripts I wrote

rairbnb

Another R wrapper of Airbnb API, inspired by Rbnb.

rgurunavi

A R wrapper of the API of Gurunavi (https://www.gnavi.co.jp)

rtabelog

A R scraper for Tablelog (https://tabelog.com)

score-loan-applicants-book

A hands-on book on how to score loan applicants using logistic regression. It provides step-by-step instructions and R code on how to predict the bad applicants based on their characteristics.

scraper_ecommerce

a simple scraper written in R that can extract simple info from ecommerce websites

tsplotr-demo