Commits · 04403b7603f27076c99c84e96c5c504f0cff57aa · Alexander Hess / ames-housing · GitLab

Sep 05, 2018
- Add a simple version of predictive models · 04403b76
  Alexander Hess authored Sep 05, 2018
  
  04403b76
- Add a variable for the total living space · 848456f6
  Alexander Hess authored Sep 05, 2018
  
  848456f6
- Delete ordinal variables associated with useless nominal variables · 4f6c9dd8
  Alexander Hess authored Sep 05, 2018
  
  4f6c9dd8
- Analyse the nominal predictors and add factor variables · 9c684bc8
  Alexander Hess authored Sep 05, 2018
  
  9c684bc8
Sep 04, 2018
- Consider negatively and uncorrelated variables · 387a495a
  Alexander Hess authored Sep 04, 2018
  
  387a495a
Sep 03, 2018
- Save the cleaned data with transformations with un-encoded values for the ordinal variables · a4b81004
  Alexander Hess authored Sep 03, 2018
  
  a4b81004
- Use only continuous variables for Box-Cox transformations · 03f0cc81
  Alexander Hess authored Sep 03, 2018
  
  03f0cc81
- Create a data folder for all static files · fd91de81
  Alexander Hess authored Sep 03, 2018
  
  fd91de81
- Add feature transformations (e.g. Box-Cox) · 069691cc
  Alexander Hess authored Sep 03, 2018
  
  069691cc
Sep 02, 2018
- Add configs for black code linting · e662960f
  Alexander Hess authored Sep 02, 2018
  
  e662960f
- Add notebook with pair-wise correlation analysis · 0ef2c488
  Alexander Hess authored Sep 02, 2018
  
  0ef2c488
- Sync Pipfile · 209399fd
  Alexander Hess authored Sep 02, 2018
  
  209399fd
- Add a TARGET_VARIABLE constant to refer to Sales Price in a slightly cleaner way · 1ef28ab3
  Alexander Hess authored Sep 02, 2018
  
  1ef28ab3
Sep 01, 2018
- Re-factor code into function to print a column list · 488fb69d
  Alexander Hess authored Sep 01, 2018
  
  488fb69d
Aug 29, 2018
- Store the sales price as a float · ffeed183
  Alexander Hess authored Aug 29, 2018
  
  ffeed183
- Add visualizations for missing data · c60a9010
  Alexander Hess authored Aug 29, 2018
  
  c60a9010
- Cast all numeric fields correctly as floats or integers · 563a442a
  Alexander Hess authored Aug 29, 2018
  
  563a442a
- Add INDEX_COLUMNS constant for more readablility · d5012946
  Alexander Hess authored Aug 29, 2018
  
  d5012946
- Add a residential map of the city of Ames, Iowa · 38c4dd5a
  Alexander Hess authored Aug 29, 2018
  
  38c4dd5a
- Rename the utilities module · 56a0ac29
  Alexander Hess authored Aug 29, 2018
  
  56a0ac29
- Add utility function to update helper dicts / lists · 441f1213
  Alexander Hess authored Aug 29, 2018
  
  441f1213
- Add license file · 85bb52e3
  Alexander Hess authored Aug 29, 2018
  
  85bb52e3
- Add notebook for data retrieval and cleaning (with cached data files) · 65218bc3
  Alexander Hess authored Aug 29, 2018
  
  65218bc3
- Add original paper on which this project is based · 76d1896b
  Alexander Hess authored Aug 29, 2018
  
  76d1896b
- Add Pipfiles · 00600fe4
  Alexander Hess authored Aug 29, 2018
  
  00600fe4
- Add .gitignore file · ed45b48f
  Alexander Hess authored Aug 29, 2018
  
  ed45b48f
Aug 28, 2018
- Initial commit · 70774b2b
  Alexander Hess authored Aug 28, 2018
  
  70774b2b