GitHub - JestonBlu/Data-Science: Gitbook of data science and statistics tasks I want to remember

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Name	Name	Last commit message	Last commit date
Latest commit JestonBlu update Apr 10, 2018 499b544 · Apr 10, 2018 History 321 Commits
data	data	finished conversion	Oct 4, 2017
docs	docs	fix bug	Mar 8, 2018
.RData	.RData	updated R	Mar 8, 2018
.Rbuildignore	.Rbuildignore	Update .Rbuildignore	Aug 19, 2017
.gitignore	.gitignore	started building out gitbook	Feb 20, 2017
.travis.yml	.travis.yml	added travis	Aug 19, 2017
01-01-Stat-Methods-Distributions.Rmd	01-01-Stat-Methods-Distributions.Rmd	update	Nov 2, 2017
01-02-Stat-Methods-Hypothesis-Testing.Rmd	01-02-Stat-Methods-Hypothesis-Testing.Rmd	update	Nov 2, 2017
01-03-Stat-Methods-Parameter-Estimation.Rmd	01-03-Stat-Methods-Parameter-Estimation.Rmd	update	Nov 2, 2017
01-04-Stat-Methods-Sample-Size-Power.Rmd	01-04-Stat-Methods-Sample-Size-Power.Rmd	update	Nov 2, 2017
01-05-Stat-Methods-Survival.Rmd	01-05-Stat-Methods-Survival.Rmd	update	Nov 2, 2017
01-06-Stat-Methods-Experimental-Design.Rmd	01-06-Stat-Methods-Experimental-Design.Rmd	update	Nov 2, 2017
01-07-Stat-Methods-Contingency-Tables.Rmd	01-07-Stat-Methods-Contingency-Tables.Rmd	update	Nov 2, 2017
01-08-Stat-Methods-Principle-Components.Rmd	01-08-Stat-Methods-Principle-Components.Rmd	update	Nov 2, 2017
01-09-Stat-Methods-Eigen-Distance.Rmd	01-09-Stat-Methods-Eigen-Distance.Rmd	update	Nov 2, 2017
02-01-Regression-Matrix.Rmd	02-01-Regression-Matrix.Rmd	update	Nov 2, 2017
02-02-Regression-Logistic.Rmd	02-02-Regression-Logistic.Rmd	update	Nov 2, 2017
02-03-Regression-Multinomial.Rmd	02-03-Regression-Multinomial.Rmd	update	Nov 2, 2017
02-04-Regression-Poisson.Rmd	02-04-Regression-Poisson.Rmd	update	Nov 2, 2017
03-01-Kmeans-Clustering.Rmd	03-01-Kmeans-Clustering.Rmd	update	Nov 2, 2017
03-02-Hierarchical-Clustering.Rmd	03-02-Hierarchical-Clustering.Rmd	update	Nov 2, 2017
04-01-Forecasting-Basic-Methods.Rmd	04-01-Forecasting-Basic-Methods.Rmd	update	Nov 2, 2017
04-02-Forecasting-Generating-TS.Rmd	04-02-Forecasting-Generating-TS.Rmd	update	Apr 10, 2018
04-03-Forecast-ARIMA.Rmd	04-03-Forecast-ARIMA.Rmd	update	Nov 6, 2017
04-04-Forecast-VAR.Rmd	04-04-Forecast-VAR.Rmd	added VAR	Nov 8, 2017
05-01-ML-Neural-Networks.Rmd	05-01-ML-Neural-Networks.Rmd	fix bug	Mar 8, 2018
05-02-ML-Random-Forest.Rmd	05-02-ML-Random-Forest.Rmd	update	Nov 2, 2017
05-03-ML-Gradient-Boosting.Rmd	05-03-ML-Gradient-Boosting.Rmd	update	Nov 2, 2017
05-04-ML-Support-Vector.Rmd	05-04-ML-Support-Vector.Rmd	fix bug	Mar 8, 2018
05-05-ML-Overfitting.Rmd	05-05-ML-Overfitting.Rmd	updated R	Mar 8, 2018
06-01-Simulation-Bootstrapping.Rmd	06-01-Simulation-Bootstrapping.Rmd	updated R	Mar 8, 2018
07-Visualization.Rmd	07-Visualization.Rmd	update	Nov 1, 2017
DESCRIPTION	DESCRIPTION	added VAR	Nov 8, 2017
Data Science Tasks.rds	Data Science Tasks.rds	updated R	Mar 8, 2018
DataScience.Rproj	DataScience.Rproj	starting reorg to convert site to bookdown	Feb 20, 2017
_bookdown.yml	_bookdown.yml	update	Nov 1, 2017
_output.yml	_output.yml	update	Nov 1, 2017
book.bib	book.bib	added bookdown	Aug 16, 2017
index.Rmd	index.Rmd	updated	Sep 7, 2017
style.css	style.css	added bookdown	Aug 16, 2017