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Add docs for Feature Engineering #1178

Merged
merged 19 commits into from
Apr 13, 2023
Merged

Add docs for Feature Engineering #1178

merged 19 commits into from
Apr 13, 2023

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RossKen
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@RossKen RossKen commented Apr 11, 2023

Closes #1121

Also includes a slight restructure of Topic Guides

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github-actions bot commented Apr 11, 2023

Test: test_2_rounds_1k_duckdb

Percentage change: -31.6%

date time stats_mean stats_min commit_info_branch commit_info_id machine_info_cpu_brand_raw machine_info_cpu_hz_actual_friendly commit_hash
849 2022-07-12 18:40:05 1.89098 1.87463 splink3 c334bb9 Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz 2.7934 GHz c334bb9
1560 2023-04-12 15:56:26 1.30966 1.2822 (detached head) ffe2173 Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz 2.7934 GHz ffe2173

Test: test_2_rounds_1k_sqlite

Percentage change: -25.4%

date time stats_mean stats_min commit_info_branch commit_info_id machine_info_cpu_brand_raw machine_info_cpu_hz_actual_friendly commit_hash
851 2022-07-12 18:40:05 4.32179 4.25898 splink3 c334bb9 Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz 2.7934 GHz c334bb9
1562 2023-04-12 15:56:26 3.178 3.17785 (detached head) ffe2173 Intel(R) Xeon(R) Platinum 8370C CPU @ 2.80GHz 2.7934 GHz ffe2173

Click here for vega lite time series charts


There are a number of open source repositories of geospatial data that can be used for linkage, one example is [geonames](http://download.geonames.org/export/zip/).

Below is an example of adding lattitude and longitude columns from geonames to create a more nuanced comparison.
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Suggested change
Below is an example of adding lattitude and longitude columns from geonames to create a more nuanced comparison.
Below is an example of adding latitude and longitude columns from geonames to create a more nuanced comparison.

RossKen and others added 7 commits April 12, 2023 16:42
Co-authored-by: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Co-authored-by: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Co-authored-by: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Co-authored-by: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Co-authored-by: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Co-authored-by: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
RossKen and others added 2 commits April 12, 2023 16:50
Co-authored-by: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
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RossKen commented Apr 12, 2023

Thanks for your comments @ThomasHepworth - these are in better shape now

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Thanks Ross, LGTM

@RossKen RossKen merged commit 2072e02 into master Apr 13, 2023
@RossKen RossKen deleted the fe_docs branch April 19, 2023 15:06
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Add a feature engineering topic guide to docs
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