152 commits

Author	SHA1	Message	Date
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
Michael Duong	44d0e145f6	fixed tuple	2023-09-29 10:03:00 +00:00
Michael Duong	240db65698	pull configs to top	2023-09-29 10:00:56 +00:00
Michael Duong	ce0ef4b551	order the pipeline steps	2023-09-29 08:57:53 +00:00
Michael Duong	43ac0c98d0	correct logic	2023-09-28 19:33:41 +00:00
Michael Duong	84d3dee7d7	cleaned up prediction analysis code and add clipping to model	2023-09-28 18:09:48 +00:00
Michael Duong	56cf9c33d4	fix shapley	2023-09-24 21:29:40 +00:00
Michael Duong	be359b2bfc	change docker install	2023-09-22 13:50:10 +00:00
Michael Duong	799c109139	Merge branch 'master' of github.com:Hestia-Homes/ML into HEAD	2023-09-22 13:42:08 +00:00
Michael Duong	26fe7830ce	new make file	2023-09-22 13:41:49 +00:00
Michael Duong	59cfa971c7	new makefile	2023-09-22 13:38:22 +00:00
quandanrepo	c28d4cd6aa	Update Prediction.Dockerfile	2023-09-21 23:07:05 +01:00
Michael Duong	1e70a3a582	nearly there	2023-09-21 21:58:55 +00:00
Michael Duong	4a6b7f3ed7	fixed bug	2023-09-21 21:28:14 +00:00
Michael Duong	6513e4feb9	add feature importance in model analysis script	2023-09-21 21:16:48 +00:00
Michael Duong	dd86f103e9	fixed docker	2023-09-18 20:10:06 +01:00
Michael Duong	e6b5d5900b	fixed docker	2023-09-18 20:09:16 +01:00
Michael Duong	40bb9d6f0a	change layout	2023-09-18 19:51:16 +01:00
Michael Duong	18276f7616	remove import	2023-09-18 08:15:55 +01:00
Michael Duong	0bf5fdd6d8	fix type hints	2023-09-18 08:13:37 +01:00
Michael Duong	c818e0b027	add fit metrics	2023-09-17 20:07:04 +00:00
Michael Duong	2d7af3ed69	refactored dataclient	2023-09-17 11:22:09 +00:00
Michael Duong	c62f32c1e5	start refactor of dataclient	2023-09-17 10:50:26 +00:00
Michael Duong	eb1f6ecaf2	new data location	2023-09-15 18:36:33 +01:00
Michael Duong	3a6a6530e9	correctly name - add requirements	2023-09-15 09:21:43 +01:00
Michael Duong	a1c91a5914	correctly name	2023-09-15 09:20:09 +01:00
Michael Duong	760336b114	add monitoring	2023-09-15 09:19:05 +01:00
Michael Duong	4335349cdf	change requirements back	2023-09-15 01:02:49 +01:00
Michael Duong	d720ae4dde	just to make builds quicker as we will showcase sklearn models	2023-09-15 00:27:07 +01:00