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9420293fc0
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Add tqdm to the dependencies
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2021-05-25 08:23:34 +02:00 |
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94b5e97991
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Rename notebook 3
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2021-05-25 08:22:14 +02:00 |
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ef269a8036
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Add statsmodels to the dependencies
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2021-05-25 08:19:55 +02:00 |
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b799085851
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Rename notebook 2
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2021-05-25 08:18:04 +02:00 |
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5d6267520b
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Add seaborn to the dependencies
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2021-05-25 08:13:06 +02:00 |
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91fa0e77d2
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Add matplotlib to the dependencies
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2021-05-25 08:12:28 +02:00 |
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094001d21c
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Add scikit-learn to the dependencies
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2021-05-25 08:11:42 +02:00 |
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d25ed9661e
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Rename notebook 1
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2021-05-25 08:10:20 +02:00 |
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5a5c6dc8ae
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Add xlrd to the dependencies
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2021-05-25 08:07:34 +02:00 |
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67726a0c50
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Add tabulate to the dependencies
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2021-05-25 08:06:34 +02:00 |
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bca3311596
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Add requests to the dependencies
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2021-05-25 08:05:52 +02:00 |
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cf8f7d5555
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Add missingno to the dependencies
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2021-05-25 08:03:35 +02:00 |
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63893f53c8
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Add pandas to the dependencies
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2021-05-25 08:02:32 +02:00 |
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5eae503bba
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Add numpy to the dependencies
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2021-05-25 08:01:55 +02:00 |
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31f8517967
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Add pylint to the dev dependencies
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2021-05-25 08:00:15 +02:00 |
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553bd50d92
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Add black to the dev dependencies
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2021-05-25 07:59:15 +02:00 |
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731cc52f53
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Add jupyterlab to the dependencies
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2021-05-25 07:58:10 +02:00 |
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76c2bafb52
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Update the overall project info
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2021-05-25 07:55:52 +02:00 |
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64c18b8e3a
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Set up brand new pyproject.toml file
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2021-05-25 07:46:42 +02:00 |
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32c8b55cfa
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Add txt extension and update copyright year
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2021-05-25 07:37:37 +02:00 |
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a9933ea330
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Move static files in static/ folder
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2021-05-25 07:35:59 +02:00 |
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58193cf47e
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Include link to YouTube presentation
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2020-06-29 14:16:08 +02:00 |
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0714fe4724
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Provide a project description
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2020-06-29 01:33:25 +02:00 |
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7775a89f7b
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Update rendered versions of the notebooks
- Run notebooks with new Python & dependencies
- Remove manually discovered 'interesting' features
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2020-06-29 01:10:19 +02:00 |
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b481b36be5
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Update data files due to rounding
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2020-06-29 01:09:58 +02:00 |
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c4bea3d179
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Remove 'interesting' variables
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2020-06-29 01:09:28 +02:00 |
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5b8401e772
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Add requirements.txt
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2020-06-29 01:08:40 +02:00 |
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e4cda219e3
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Use poetry instead of Pipenv
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2020-06-29 01:08:07 +02:00 |
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1d8266bba3
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Update .gitignore for pyenv
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2020-06-29 01:07:37 +02:00 |
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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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