titanic

https://www.mirror.co.uk/news/uk-news/iceberg-sunk-titanic-100000-years-7506651     https://www.kaggle.com/erikbruin/titanic-2nd-degree-families-and-majority-voting library(Hmisc) library(knitr) library(ggplot2) library(dplyr) library(caret) library(randomForest) library(ROCR) library(cowplot) train <- read.csv(“./input/train.csv”, stringsAsFactors=F, na.strings = c(“NA”, “”)) test <- read.csv(“./input/test.csv”, stringsAsFactors=F, na.strings = c(“NA”, “”)) train %>% str test %>% str test$Survived <- NA all <- rbind(train, test) # Check Missing Data sapply(all, function(x) {sum(is.na(x))}) [sapply(all, function(x) Read more…

Python Numpy Tutorial

http://cs231n.github.io/python-numpy-tutorial/ http://scipy.github.io/old-wiki/pages/NumPy_for_Matlab_Users https://github.com/kuleshov/cs228-material/blob/master/tutorials/python/cs228-python-tutorial.ipynb   Python은  관련 libraries (numpy, scipy, matplotlib)의 도움을 받는다면,  scientific computing 좋은 환경이 될수 있다.     

Book :: Pattern Recognition and Machine Learning

http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%20Pattern%20Recognition%20And%20Machine%20Learning%20-%20Springer%20%202006.pdf   Pattern Recognition and Machine Learning Level: Intermediate+ The author of this book, Christopher Michael Bishop, leads the renowned machine learning and perception group at Microsoft Research, and is considered one of the big guys in the machine learning industry. Personally, I believe this to be one of the Read more…

Book :: Machine Learning

  http://personal.disco.unimib.it/Vanneschi/McGrawHill_-_Machine_Learning_-Tom_Mitchell.pdf   Machine Learning Level: Beginner Compared to ‘Pattern Classification‘ from Richard O. Duda, this book might give a slightly broader overview of the domain of machine learning, ranging from supervised learning to genetic algorithms and reinforcement learning. This book might be the best place to get started if Read more…

book :: Pattern Classification

http://cns-classes.bu.edu/cn550/Readings/duda-etal-00.pdf https://www.researchgate.net/publication/228058014_Pattern_Classification Level: Intermediate This is the book where it all started for me. The author, Richard O. Duda, is one of the most famous pioneers in pattern recognition and his book is regarded by many as the bible of pattern recognition and machine learning. If you would only want Read more…

[Ubuntu] Python 환경

https://gist.github.com/softwaredoug/a871647f53a0810c55ac http://yevgnenll.me/archives/68 https://twpower.github.io/posts/ https://wayhome25.github.io/django/2017/04/29/python-dev-environments/ https://www.tensorflow.org/install/install_linux python 0.현재 환경 확인  python Ubuntu에 이미 Python 설치되어 있음. ⇒ python Python 2.7.12 (default, Nov 19 2016, 06:48:10) [GCC 5.4.0 20160609] on linux2 Type “help”, “copyright”, “credits” or “license” for more information. >>> exit() ⇒ python3 Python 3.5.2 (default, Nov 17 2016, 17:05:23) [GCC Read more…

LINK for python

  https://developers.google.com/edu/python/ 파이썬을 이용한 시스템 트레이딩 (기초편) https://wikidocs.net/3093 고락가락닷컴 http://gorakgarak.tistory.com/436 https://www.youtube.com/user/sentdex https://opentutorials.org/module/1569   https://opentutorials.org/module/515/4550 https://docs.python.org/2.7/contents.html http://docs.python-guide.org/en/latest/intro/learning/ https://wikidocs.net/ http://kwonnam.pe.kr/wiki/python

Python

http://flowarc.tistory.com/entry/파이썬Python-에-numpy-설치하기-For-Window http://nexablue.tistory.com/entry/윈도우-Python-276-easyinstall-pip-설치   python Intro Monty Python’s Flying Circus Guido van Rossum – https://www.python.org/~guido/   Download Reference가 많은 2.x버전 최신 python 2.7.11을 기준으로 Windows 7(64bit)에 설치  https://www.python.org/downloads/