130 commits

Author	SHA1	Message	Date
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	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
Michael Duong	717a1a64fe	update version control packages	2023-12-22 10:47:35 +00:00
Michael Duong	daa4c28be6	remove unneeded dvc gto files	2023-12-22 10:44:23 +00:00
Michael Duong	c576657805	comment out old dataset	2023-12-22 10:35:17 +00:00
Michael Duong	acdac3d8dc	test new data	2023-12-22 10:28:56 +00:00
Michael Duong	598c1118f3	fix merge conflict	2023-12-22 09:54:35 +00:00
Michael Duong	639ba9dd11	add infernce limit	2023-11-27 21:50:08 +00:00
Michael Duong	0f96bc55f1	add time to inference to model	2023-10-22 21:05:07 +00:00
Michael Duong	499458b699	add time to inference to model	2023-10-22 21:02:32 +00:00
Michael Duong	cbd46489fe	Remove propgate	2023-10-22 03:25:07 +00:00
Michael Duong	811d47b78a	remove more lines	2023-10-20 23:30:31 +01:00
Michael Duong	867f4e0bf0	change logging style	2023-10-20 15:45:04 +01:00
Michael Duong	a44fe33998	add the test data back to get it to run	2023-10-20 02:48:17 +01:00
Michael Duong	fbd235addf	add dockerignore for verify step	2023-10-20 02:39:09 +01:00
Michael Duong	790c3a9456	use test dataset	2023-10-18 13:27:25 +00:00
Michael Duong	a60a3bd285	Merge branch 'master' of github.com:Hestia-Homes/ML into sap-dev-model	2023-10-17 23:54:06 +00:00
Michael Duong	17fad3cf0a	Merge branch 'sap-dev' of github.com:Hestia-Homes/ML into sap-dev-model	2023-10-17 23:53:43 +00:00
quandanrepo	96153f8248	Update Makefile	2023-10-17 03:08:01 +01:00
quandanrepo	7589977cda	Update Makefile	2023-10-12 10:19:22 +01:00
Michael Duong	8dd784255a	add smape	2023-10-10 23:28:30 +01:00
Michael Duong	57934d0ae3	fixed buffer bug and add id	2023-10-10 12:35:34 +01:00
Michael Duong	f9b0b6112c	add some processing ocde	2023-10-09 15:44:37 +00:00
Michael Duong	129c0f8c2f	change branch name	2023-10-04 10:14:12 +00:00
Michael Duong	b91a5f26ec	install pyoopenssl	2023-10-04 10:08:40 +00:00
Michael Duong	4710dac788	use newer model	2023-10-04 10:03:38 +00:00
Michael Duong	f12514aca9	make sure best model in master	2023-10-04 09:47:01 +00:00
Michael Duong	51b7049720	add optimised model	2023-10-03 23:46:37 +00:00
Michael Duong	bcd2383d8d	add eda script bits	2023-10-03 23:01:17 +00:00
Michael Duong	961773f58a	add identifier column to datasets	2023-10-03 22:29:55 +00:00
Michael Duong	6b7171adc0	Merge branch 'master' of github.com:Hestia-Homes/ML into model-test	2023-10-03 22:04:02 +00:00
Michael Duong	0386346c67	add eda code for nowA	2023-10-03 22:03:50 +00:00
Khalim Conn-Kowlessar	fd07605502	Got deployment working	2023-10-03 17:08:48 +01:00
Michael Duong	c0d73d8b9e	optimise to squared error to penalise large errors	2023-09-29 15:53:12 +00:00
Michael Duong	c6ef7b514e	add 1000 second model	2023-09-29 13:09:07 +00:00
Michael Duong	206b6e9d06	add dynaconf to prediction requirements	2023-09-29 11:46:01 +00:00
Michael Duong	ba592b36b7	use dynaconf to simplify configs	2023-09-29 11:37:36 +00:00