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1c7ca86031
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Update LICENSE for 2020
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2020-06-29 01:07:13 +02:00 |
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Alexander Hess
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3070609fb2
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Change email address
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2018-10-16 22:06:00 +02:00 |
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04403b7603
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Add a simple version of predictive models
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2018-09-05 22:30:42 +02:00 |
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848456f6c6
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Add a variable for the total living space
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2018-09-05 18:04:58 +02:00 |
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4f6c9dd8d8
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Delete ordinal variables associated with useless nominal variables
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2018-09-05 11:48:16 +02:00 |
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9c684bc866
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Analyse the nominal predictors and add factor variables
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2018-09-05 00:48:12 +02:00 |
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387a495a80
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Consider negatively and uncorrelated variables
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2018-09-04 23:30:38 +02:00 |
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a4b8100492
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Save the cleaned data with transformations with un-encoded values for the ordinal variables
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2018-09-03 18:04:40 +02:00 |
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03f0cc812a
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Use only continuous variables for Box-Cox transformations
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2018-09-03 16:42:30 +02:00 |
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fd91de812d
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Create a data folder for all static files
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2018-09-03 16:12:15 +02:00 |
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069691cca1
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Add feature transformations (e.g. Box-Cox)
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2018-09-03 15:57:24 +02:00 |
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e662960fde
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Add configs for black code linting
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2018-09-02 23:25:41 +02:00 |
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0ef2c48833
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Add notebook with pair-wise correlation analysis
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2018-09-02 23:25:07 +02:00 |
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209399fd70
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Sync Pipfile
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2018-09-02 23:24:28 +02:00 |
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1ef28ab3a1
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Add a TARGET_VARIABLE constant to refer to Sales Price in a slightly cleaner way
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2018-09-02 23:17:15 +02:00 |
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488fb69da9
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Re-factor code into function to print a column list
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2018-09-01 16:52:46 +02:00 |
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ffeed18376
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Store the sales price as a float
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2018-08-29 17:18:57 +02:00 |
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c60a901062
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Add visualizations for missing data
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2018-08-29 17:10:43 +02:00 |
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563a442ad9
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Cast all numeric fields correctly as floats or integers
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2018-08-29 14:32:29 +02:00 |
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d5012946c2
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Add INDEX_COLUMNS constant for more readablility
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2018-08-29 14:00:52 +02:00 |
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38c4dd5aef
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Add a residential map of the city of Ames, Iowa
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2018-08-29 13:48:02 +02:00 |
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56a0ac29a2
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Rename the utilities module
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2018-08-29 13:47:34 +02:00 |
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441f121350
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Add utility function to update helper dicts / lists
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2018-08-29 11:20:47 +02:00 |
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85bb52e318
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Add license file
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2018-08-29 10:50:27 +02:00 |
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65218bc32d
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Add notebook for data retrieval and cleaning (with cached data files)
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2018-08-29 10:31:33 +02:00 |
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76d1896ba3
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Add original paper on which this project is based
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2018-08-29 02:35:31 +02:00 |
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00600fe41c
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Add Pipfiles
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2018-08-29 02:35:02 +02:00 |
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ed45b48fb9
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Add .gitignore file
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2018-08-29 02:34:48 +02:00 |
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70774b2b07
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Initial commit
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2018-08-28 10:55:02 +02:00 |
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