Miriam Chou's repositories
GIS--GeoTaiwan
Where is Taiwan? What are the cities of Taiwan? Where am I at the co-ordinates of (120.9682 , 23.74749)? Come in to check out the break down analysis of the geography of Taiwan!
R---TinyYolo
A quick run of Tiny Yolo on photos with R package 'image.darknet'.
R--Large-Scale-EngText-Analysis
A comparisons between three Zipf's distributions on 31075 English texts using maximum likelihood estimation and the Kolmogorov-Smirnov test.
R--Red-Wine-Prediction
Acidity, sugar, pH value... are we able to predict the quality of this bottle before opening it? This repo contains different predictive methods (with my explanations) of red wind ratings.
Bank-Direct-Marketing
Prediction of purchase rate in direct marketing campaign.
Children_Reading_Analysis
Combing the resources from common sense media and Guternbern Corpus to create classifiers that can help identify children suitable reading material.
crowds
The Wisdom and/or Madness of the Crowds
ImageProc--WheresWilly
Image extraction: Spotting Willy out? Now the computer can do the task for us!
Wine-in-Taiwan-Market-Research
Wine market analysis in Taiwan among consumers, importers and selling agents.
DataScienceProjects
Small pieces of data science projects in R
Hello-World
git testing
kaggle---GstoreRevenue
On kaggle competition: Google Analytics Customer Revenue Prediction
Kaggle--Titanic
Demonstration of building predictive models--Decision Tree, Random Forest, SVM (linear, polynomial, radial) and KNN--with the famous kaggle dataset Titanic.
Mandelbrot-Distribution-Function
Some semi-serious stats work: Implementation of dpqr-functions of the Zipf-like distribution derived by Mandelbrot (1961).
ML2017
NTU Hung-Yi Lee ML 2017 Spring
Mutters
A framework for building bot brains.
NLP--BBCNewsClassifier
A step-by-step tutorial on building BBC News classifiers! With the use of the text-mining (tm) R package and another few for the KNN and SVM model.
NLP--LincolnLetters
Text sentiment analysis on Lincoln's letters.
predict-next-purchase
Predict what a customer will buy next based on purchase history using automated feature engineering
R--DataScienceTips
A collection of tips/commonly asked statistical questions for data science R projects.
R--dpqr-functions
A brief explanations of the dpqr functions in R.
R--InsightsNAnalysis
It's not about the models we are to use, the parameters to tune, nor the accuracy or the area under the ROC curve to optimise -- but: what questions can we ask, so our data becomes insanely useful?
R--The-discovery-of-handwashing
Dr. Semmelweis and the discovery of handwashing This repository aims to provide a reference of work (and as a practice of writing markdown files!) on the project Dr. Semmelweis and the discovery of handwashing to other users of DataCamp.
The-Insurtech-Ecosystem
Summaries of 60 emerging startups.