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25 commits

Author SHA1 Message Date
Khalim Conn-Kowlessar
a2c61395de new environment working 2024-10-21 18:34:18 +01:00
Khalim Conn-Kowlessar
3d28af4153 updating plan trigger for new pydantic 2024-10-21 17:04:37 +01:00
Khalim Conn-Kowlessar
f3c53847bf adding in new kwh client 2024-08-09 12:29:20 +01:00
Khalim Conn-Kowlessar
c9720cd78c Added KwhData client to router 2024-08-09 12:03:58 +01:00
Khalim Conn-Kowlessar
73be979c29 created transform method 2024-08-09 11:07:16 +01:00
Khalim Conn-Kowlessar
891545804e simplified extraction of costs and kwh predictions 2024-08-06 17:04:58 +01:00
Khalim Conn-Kowlessar
92fcd080a8 integrating the non-intrusive recommendations for ashp and solarpv into backend engine 2024-08-05 15:35:16 +01:00
Khalim Conn-Kowlessar
bd610c8881 working on electrical consumption estimates 2024-07-29 14:29:07 +01:00
Khalim Conn-Kowlessar
24508b2a84 added condition data to router 2024-07-26 16:41:32 +01:00
Khalim Conn-Kowlessar
4c79abe512 Completed set up of bills costs 2024-07-09 14:03:21 +01:00
Khalim Conn-Kowlessar
c3fd22825a implementing solar optimisation 2024-07-08 17:19:50 +01:00
Khalim Conn-Kowlessar
eb65ff538e integrated scoring new data 2024-07-08 11:47:31 +01:00
Khalim Conn-Kowlessar
96235ed3a9 adding storage of dummy schema 2024-07-08 10:48:00 +01:00
Khalim Conn-Kowlessar
523ca28b68 Added new score_new_data function and setting up training script 2024-07-05 12:49:23 +01:00
Khalim Conn-Kowlessar
a665b2897a added required buckets for ecr 2024-07-05 12:27:01 +01:00
Khalim Conn-Kowlessar
1320416dc3 Added new ecr instances 2024-07-05 12:15:01 +01:00
Khalim Conn-Kowlessar
fa6e61f0b9 hot water model working nicely 2024-07-04 19:52:19 +01:00
Khalim Conn-Kowlessar
58e60ae376 Added age band 2024-07-02 18:41:10 +01:00
Khalim Conn-Kowlessar
77aaecf04f Added some additional features 2024-07-02 18:38:55 +01:00
Khalim Conn-Kowlessar
b0449b9e90 decent performing model 2024-07-02 18:28:27 +01:00
Khalim Conn-Kowlessar
14417c37df error analysis - not working though 2024-07-02 18:13:23 +01:00
Khalim Conn-Kowlessar
0a1f728f37 implemented xgboost which performs really well 2024-07-02 17:48:06 +01:00
Khalim Conn-Kowlessar
39a4c2e975 updated to use xgboost - much better performance 2024-07-02 17:29:34 +01:00
Khalim Conn-Kowlessar
7790822e76 making the data objects dictionaries for different targets 2024-07-02 16:06:01 +01:00
Khalim Conn-Kowlessar
dd0deab0ee setting up energy consumption model class 2024-07-02 14:59:16 +01:00