165 commits

Author	SHA1	Message	Date
Michael Duong	37c6824f5f	alternate build	2025-11-05 14:05:06 +00:00
Michael Duong	f092af0180	general improvements as per sap model	2025-11-05 10:43:41 +00:00
Michael Duong	c2ad73743a	remove costing columns, photo supply and main-heating-control	2024-08-08 23:15:53 +01:00
Michael Duong	bcb505084f	use retain features again with remove env features	2024-08-06 22:18:27 +01:00
Michael Duong	318a51589d	remove the area-to-heated rooms feature, and env features	2024-08-06 21:15:23 +01:00
Michael Duong	bdb55d3ffe	add estimated kwh	2024-08-06 20:22:31 +01:00
Michael Duong	d9b08b98dc	remove the rounding the 100 kwh	2024-08-06 16:54:38 +01:00
Michael Duong	7af43ecbef	removed features for new model	2024-08-05 22:46:03 +01:00
Michael Duong	97b432bac9	try new model	2024-07-28 11:31:03 +01:00
Michael Duong	5cb8a8a6aa	clipped extremely small heating values	2024-07-12 23:03:31 +01:00
Michael Duong	9785181e80	remove hot_water_kwh feature, lower mean squared error	2024-07-12 22:46:32 +01:00
Michael Duong	99d28e8b61	initial model commit	2024-07-12 15:13:11 +01:00
Michael Duong	d164bff8d2	test lighting model	2024-07-04 13:47:33 +01:00
Michael Duong	8399092e20	formatting	2024-05-28 19:58:46 +01:00
Michael Duong	7e3a6f7700	Merge branch 'sap-dev' of github.com:Hestia-Homes/ML into sap-dev-assumed	2024-05-26 10:46:38 +01:00
Michael Duong	9e23eae27a	add testing script	2024-05-26 09:54:22 +01:00
Michael Duong	29b350e33b	Merge branch 'master' of github.com:Hestia-Homes/ML into sap-dev-assumed	2024-05-26 09:28:16 +01:00
Michael Duong	b985bbf753	new model with is_as_built_ending and is assumed columns	2024-05-26 09:28:00 +01:00
Michael Duong	f43d077479	use previous model with new downstream processes	2024-04-22 19:10:40 +01:00
Michael Duong	52f33239f4	Merge branch 'sap-dev-package' of github.com:Hestia-Homes/ML into sap-dev-package	2024-04-22 19:02:13 +01:00
Michael Duong	874b1db5f3	add ignored file to dockerignore	2024-04-22 19:01:56 +01:00
Michael Duong	7a3477c0e1	change to all packages	2024-04-22 13:30:58 +01:00
Michael Duong	87e3cc391e	push files to s3	2024-04-19 17:48:15 +01:00
Michael Duong	380bd6b595	correct the dockerignore files and test model with just tabular	2024-04-19 17:34:10 +01:00
Michael Duong	620c1d10a1	correct the dockerignore files and test model with just tabular	2024-04-19 16:22:06 +01:00
Michael Duong	179c334b6e	add switch to turn off scenario data (for carbon and heat for now)	2024-04-19 14:38:57 +01:00
Michael Duong	7aeaa9a5f6	add c++ to docker, fixed dynaconf	2024-03-28 15:13:20 +00:00
Michael Duong	c3985e2104	add metrics for scenarios	2024-03-27 12:22:58 +00:00
Michael Duong	9b6aeae0da	medium model with scenario and upgraded autogluon	2024-03-26 22:32:44 +00:00
Michael Duong	96f5b37001	medium model with scenario and upgraded autogluon	2024-03-26 22:32:14 +00:00
Michael Duong	8a9b5877b5	medium model with scenario and upgraded autogluon	2024-03-26 22:30:50 +00:00
Michael Duong	ad2c4d6019	upgrade autogluon	2024-03-21 14:41:58 +00:00
Michael Duong	d5f40a8eb2	only ending	2024-02-17 21:17:34 +00:00
Michael Duong	cec3cc60e7	test less features	2024-02-17 16:26:49 +00:00
Michael Duong	49e66411ce	test this version	2024-02-16 16:51:43 +00:00
Michael Duong	fdbf339d63	try the scenario cml	2024-02-16 16:44:43 +00:00
Michael Duong	2221283de4	try the scenario cml	2024-02-16 16:43:23 +00:00
Michael Duong	0e2bff9d64	revert changes	2024-02-16 16:30:13 +00:00
Michael Duong	e060aeb4c0	Merge branch 'sap-dev' of github.com:Hestia-Homes/ML into sap-dev-revert	2024-02-16 16:25:57 +00:00
Michael Duong	a9b50c8a2d	revert change on sap-dev-model	2024-02-16 16:23:37 +00:00
Michael Duong	603dfe2eab	new model with starting and ending rooms	2024-02-15 15:10:49 +00:00
Michael Duong	eeb653c041	new model	2024-02-10 11:03:38 +00:00
Michael Duong	778bff37fb	4000 model	2024-02-09 18:46:19 +00:00
Michael Duong	f92c97f6cf	drop days_starting and days_ending	2024-02-09 16:19:47 +00:00
Michael Duong	353b62bc77	test model with all data, using interal cross validation, all dataset with permuation and 0, test data is just a random 10 percent sample of the training data	2024-01-29 09:03:36 +00:00
Michael Duong	d356fbfed0	test model with all permutation and zero records	2024-01-24 10:29:56 +00:00
Michael Duong	ca2a3d3623	longer run model	2024-01-23 21:46:24 +00:00
Michael Duong	efb84723bb	test model with 1 percent o change records	2024-01-23 19:27:53 +00:00
Michael Duong	0e31d67970	run sap model with new data	2024-01-17 23:07:22 +00:00
Michael Duong	50c369720e	corrected model	2023-12-22 11:16:45 +00:00