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123 commits

Author SHA1 Message Date
Khalim Conn-Kowlessar
7ca0c4c134 restrict urllib3 version 2023-07-19 14:12:42 +01:00
Khalim Conn-Kowlessar
49341b73a2 removing mypy from main requirements 2023-07-19 13:59:38 +01:00
Khalim Conn-Kowlessar
5975bede3c getting deployment working 2023-07-19 13:49:46 +01:00
Khalim Conn-Kowlessar
8c609d282a refactoring backend to incorporate model_data parts 2023-07-19 09:45:23 +01:00
Khalim Conn-Kowlessar
7a091842c9 Trying to get /backend and /model_data working together 2023-07-18 16:45:11 +01:00
Khalim Conn-Kowlessar
d774df4697 moved .coveragerc and pytest.ini files to model_data 2023-07-05 13:07:55 +01:00
Khalim Conn-Kowlessar
18953c9f0b Added basic tests for sap model 2023-07-05 11:52:35 +01:00
Khalim Conn-Kowlessar
a79c2852cc additional cleanup 2023-07-05 09:53:45 +01:00
Khalim Conn-Kowlessar
308eb99afb Added final model predictions 2023-07-05 09:51:39 +01:00
Khalim Conn-Kowlessar
710f446ebc Cleaning up modelling code 2023-07-05 09:34:14 +01:00
Khalim Conn-Kowlessar
946e6d092e removed floor height from binning 2023-07-04 20:13:18 +01:00
Khalim Conn-Kowlessar
df8bfd7d02 removed outlier testing but got some decent results binning some variables 2023-07-04 20:11:05 +01:00
Khalim Conn-Kowlessar
0b41057db8 reverting to baseline performance which was just filling area with zero 2023-07-04 19:38:18 +01:00
Khalim Conn-Kowlessar
68e903e492 had a silly bug in cleaning code, which is fixed 2023-07-04 16:35:08 +01:00
Khalim Conn-Kowlessar
c59aff412c testing rf importance and permutation importance 2023-07-04 16:28:58 +01:00
Khalim Conn-Kowlessar
58edd9a255 investigating dropping variables 2023-07-04 16:13:40 +01:00
Khalim Conn-Kowlessar
ccfdb7cc8c Testing dropping features - new best accuracy 2023-07-04 15:45:34 +01:00
Khalim Conn-Kowlessar
c698f49d58 categorical cleaning in progress 2023-07-04 12:55:59 +01:00
Khalim Conn-Kowlessar
d04be241bd removed zero variance features 2023-07-04 10:46:26 +01:00
Khalim Conn-Kowlessar
ff84635cb8 first working version of sap model 2023-07-04 10:00:15 +01:00
Khalim Conn-Kowlessar
d586441769 prepared sap model dataset 2023-07-03 18:46:55 +01:00
Khalim Conn-Kowlessar
8e65ac05cf fixed minor bug which commented out the averages cleaning 2023-07-03 18:31:49 +01:00
Khalim Conn-Kowlessar
d9b792d23b Added spelling correction using nlp textblob 2023-07-03 18:12:23 +01:00
Khalim Conn-Kowlessar
d0f55b2e7d Fixed property tests 2023-07-03 15:42:24 +01:00
Khalim Conn-Kowlessar
c0d693c5ed Added lighting desciption tests 2023-07-03 15:36:51 +01:00
Khalim Conn-Kowlessar
955d0ea94c created test cases: 2023-07-03 15:23:22 +01:00
Khalim Conn-Kowlessar
290ff65f1b Fix bug in filtering averages in lighting description 2023-07-03 15:21:09 +01:00
Khalim Conn-Kowlessar
e51a2142fd implemented lighting desctipion cleaning 2023-07-03 15:18:44 +01:00
Khalim Conn-Kowlessar
d5e4baba05 rough implementation of lighing description cleaning 2023-07-03 15:07:36 +01:00
Khalim Conn-Kowlessar
ba201c8b6a working on sap model but need to clean lighting 2023-07-03 14:39:46 +01:00
Khalim Conn-Kowlessar
f941a3c512 creating rough framework for sap model 2023-07-03 13:01:41 +01:00
Khalim Conn-Kowlessar
c08f74cefb removed some temp code 2023-07-01 20:28:29 +01:00
Khalim Conn-Kowlessar
7b96d30073 added celet type thermostat controls 2023-07-01 18:22:45 +01:00
Khalim Conn-Kowlessar
702d3f10de Fixed tests for heating 2023-07-01 18:17:13 +01:00
Khalim Conn-Kowlessar
eef0e8defa Added wood pellets as a fuel source 2023-07-01 17:54:17 +01:00
Khalim Conn-Kowlessar
322cd2b11d Added wood chips case to fuel 2023-07-01 17:49:09 +01:00
Khalim Conn-Kowlessar
5f1fe923e7 Added another case for main fuel 2023-07-01 17:44:53 +01:00
Khalim Conn-Kowlessar
d6f83bc292 fix missing case of secondary system in hot water 2023-07-01 17:36:21 +01:00
Khalim Conn-Kowlessar
36adaba8db Add gas range cooker hotwater system 2023-07-01 17:14:19 +01:00
Khalim Conn-Kowlessar
1bd69e8c61 handle no data for floors 2023-07-01 17:00:05 +01:00
Khalim Conn-Kowlessar
a4d4e09680 Allow empty roof description 2023-07-01 16:50:27 +01:00
Khalim Conn-Kowlessar
0f12f9cae4 Added date filtering on data download but got lots of cases to debug 2023-07-01 16:44:25 +01:00
Khalim Conn-Kowlessar
7724c216a8 Added new epc-api-python version and increased amount of data being used 2023-07-01 16:02:35 +01:00
Khalim Conn-Kowlessar
8c55df82fa poc sap model wip, probably need full panel of data 2023-06-30 18:34:41 +01:00
Khalim Conn-Kowlessar
cbfb9a5a93 scrappy code testing out modelling affect of thermal transmittance on EPC 2023-06-30 10:03:41 +01:00
Khalim Conn-Kowlessar
b922d5a9b7 minor changes to add propety type as a breakdown in downloader 2023-06-30 09:32:58 +01:00
Khalim Conn-Kowlessar
28f021d098 Setting up the data_collection projec 2023-06-29 16:20:36 +01:00
Khalim Conn-Kowlessar
590decce61 Added first floor recommendation tests 2023-06-27 12:23:55 +01:00
Khalim Conn-Kowlessar
3f43ef3ee9 Adding unit tests, made floor recommendations code simpler 2023-06-27 12:14:10 +01:00
Khalim Conn-Kowlessar
8b3e8710c9 added new properties_input for unit testing 2023-06-27 12:07:53 +01:00