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Commits on Oct 17, 2019

• add pyflux arimax fc test. doesnt work

  

  dstarkey23

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Commits on Oct 15, 2019

• add general nlp classifier for multi-class text classification problems. Includes .mulit_model_test functionm to test multiple classification models (default naive bayes, RF, Linea SVC.....

  

  dstarkey23

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Commits on Oct 14, 2019

• add csv to gitignore

  

  dstarkey23

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• remove .idea

  

  dstarkey23

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• add example nlp classifier using CNN

  

  dstarkey23

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Commits on Oct 3, 2019

• bug fix lstm sien timeseries model

  

  dstarkey23

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• updated LSTM example test

  

  dstarkey23

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Commits on Oct 1, 2019

• compare XGB Classifier with Random Forrest and Logistic regession for diabetes data

  

  dstarkey23

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• add logistic regression comparison to diabetes XGboost study

  

  dstarkey23

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• test XGB classifier model on diabetes data

  

  dstarkey23

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Commits on Sep 4, 2019

• bla

  

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Commits on Aug 30, 2019

• add custom lstm for

  

  dstarkey23

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Commits on Aug 29, 2019

• Merge branch 'master' of github.com:dstarkey23/projects

  

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• lstm time series

  

  dstarkey23

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Commits on Aug 27, 2019

• add VARMA component selection. Try to use PACF to set AR term

  

  dstarkey23

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• added VARMA test

  

  dstarkey23

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• more organised cross validated self.scores dataframe for sarima_test sarima model

  

  dstarkey23

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• self.n_test bug fix in in SARIMA_test/sarima.py code

  

  dstarkey23

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Commits on Aug 25, 2019

• add SARIMA_test class to experimental projects

  

  dstarkey23

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Commits on Aug 13, 2019

• add logistic_regession/ compare_classifiers class to evaluate performance using ROC AOC metric of logistic regession and random forrest regclassifiers

  

  dstarkey23

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Commits on Aug 11, 2019

• ROC analysis now works good

  

  dstarkey23

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• add ROC curve to log reg analysis. Some bugs still

  

  dstarkey23

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• added log reg class for heart disease classification project

  

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Commits on Aug 2, 2019

• just include one plot in blog to show how we transition from GLM to lasso as the number of useless paramters increases

  

  dstarkey23

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• update regressors test project

  

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Commits on Jul 28, 2019

• added arma experiment

  

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Commits on May 25, 2019

• best lasso CV for covariate selection

  

  dstarkey23

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Commits on Apr 18, 2019

• multisheet xls

  

  dstarkey23

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Commits on Apr 13, 2019

• actually it doesnt work

  

  dstarkey23

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• fourier parms uncorrelated with each other but correlated with ar and poly.

  

  dstarkey23

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• added fourier fitting to test correlations between fourier parameters

  

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Commits on Apr 6, 2019

• try lasso lars for fcsts. seems to perform better in regressor comparrison

  

  dstarkey23

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• why is python faster than fortran? Need a new functin in python to speed up greedy search

  

  dstarkey23

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• why is python faster than fortran?

  

  dstarkey23

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• added fortran code to compute matrix inverse and cisq. need glm and greedy search code now

  

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