40 commits

Author	SHA1	Message	Date
Khalim Conn-Kowlessar	2ff57a83ed	handling relative paths for autogluon	2023-08-25 16:29:24 +01:00
Khalim Conn-Kowlessar	67fd184ac5	consolidated location of output storage	2023-08-25 15:33:29 +01:00
Khalim Conn-Kowlessar	d6562bfab9	updating imports for MlModel	2023-08-25 15:25:35 +01:00
Khalim Conn-Kowlessar	0e755626de	updated import for featureprocessor	2023-08-25 15:22:55 +01:00
Khalim Conn-Kowlessar	81d7e6afb7	added checking for directory before creation and made some minor style changes	2023-08-25 15:21:17 +01:00
Khalim Conn-Kowlessar	93beffe01b	Recolved merge conflicts	2023-08-25 12:15:19 +01:00
Khalim Conn-Kowlessar	6ac397b565	Adding recommendation materials details to recommendations outputs	2023-08-21 14:39:34 +01:00
Michael Duong	bc46d90bc2	Add markdown metric file for CML	2023-08-19 17:16:23 +00:00
Michael Duong	a95795c1f9	remove residual output at base folder	2023-08-19 17:04:57 +00:00
Michael Duong	381c80a81a	Due to git error, move residual file to a git recognised folder	2023-08-19 14:47:34 +00:00
Michael Duong	cc0a4df82f	add requirements for seaborn	2023-08-19 13:57:45 +00:00
Michael Duong	8084b807e3	Merge branch 'mlmodel' of github.com:Hestia-Homes/Model into mlmodel	2023-08-19 13:10:16 +00:00
Michael Duong	0903a60af8	add residual png	2023-08-19 13:10:08 +00:00
quandanrepo	f2eab51ff4	Update training.py	2023-08-19 14:01:13 +01:00
quandanrepo	0c7f0f5568	Update training.py	2023-08-19 13:49:59 +01:00
Michael Duong	a31127c2bc	Add requirements file	2023-08-18 12:46:13 +01:00
Michael Duong	3e23240afe	cleaned up settings	2023-08-18 11:09:21 +01:00
Michael Duong	2e5c423562	Add readme and a better folder output structure. Starter code for mock up s3	2023-08-18 10:18:17 +01:00
Michael Duong	2a18180c53	added mlmodel, prediction and training files	2023-08-17 16:07:22 +01:00
Michael Duong	a90a1278a8	Merge branch 'main' of github.com:Hestia-Homes/Model into mlmodel	2023-08-16 16:44:50 +01:00
Michael Duong	d28aeddb8b	Added split training data	2023-08-15 23:13:34 +00:00
Michael Duong	f0809966b7	add protocol for ml class	2023-08-15 18:18:55 +01:00
Michael Duong	4cd5cc168b	fixed bug and moved the filling of na code to dataprocesspr	2023-08-15 14:48:20 +00:00
Michael Duong	de01b8d73c	Fixed bug with na values	2023-08-14 20:24:56 +00:00
Michael Duong	31832c7c26	added latest files	2023-08-14 17:22:21 +00:00
Michael Duong	54964bcf17	adding a dummy testing script	2023-08-13 11:43:45 +00:00
Michael Duong	db67e0e23f	add a test data generation script	2023-08-12 19:11:22 +00:00
Michael Duong	92736084e8	Add seperated class for Dataprocessing - need to move all code into it eventually	2023-08-12 11:35:01 +00:00
Michael Duong	e95b6e3369	removed for loop and if condition	2023-08-11 18:48:39 +00:00
Michael Duong	abe894a94d	fixed merge conflicts	2023-08-10 20:13:29 +00:00
Michael Duong	387a19d7cf	added a dataprocessor class	2023-08-10 20:10:50 +00:00
Khalim Conn-Kowlessar	a2866647ca	Merge branch 'main' of https://github.com/Hestia-Homes/Model	2023-08-10 16:54:08 +01:00
Khalim Conn-Kowlessar	b278e557fb	Added materials table to fastapi backend	2023-08-10 16:53:52 +01:00
quandanrepo	e146302fb9	Update app.py - fix median bug ... Change drop to skipna for median method	2023-08-09 16:37:12 +01:00
Michael Duong	bac9c2e6ae	Refactored Path, organised preprocessing steps for df	2023-08-09 12:42:57 +00:00
Khalim Conn-Kowlessar	07af58eb85	added data glossary in comments: ... |	2023-08-08 15:17:30 +01:00
Khalim Conn-Kowlessar	57394feda9	updated version of data prep code	2023-08-08 15:15:27 +01:00
Khalim Conn-Kowlessar	7d312d5c65	working on the data prep code	2023-08-03 13:31:15 +01:00
Khalim Conn-Kowlessar	44099f8d83	Working on simulation system data	2023-08-03 12:09:37 +01:00
Khalim Conn-Kowlessar	cb155f1cac	Adding database connection to fastapi	2023-07-31 11:02:22 +01:00