17 Commits

Author	SHA1	Message	Date
Marcin Kostrzewski	aa966f8960	Log model.py as artifact	2022-05-11 19:53:26 +02:00
Marcin Kostrzewski	4f5f887456	Add tracking to MLFlow Models	2022-05-09 18:36:44 +02:00
Marcin Kostrzewski	858e9ec215	Archive MLFlow artifacts	2022-05-09 18:23:12 +02:00
Marcin Kostrzewski	60a565098c	Add MLproject for MLFlow	2022-05-09 17:14:37 +02:00
emkarcinos	66c7e1c583	Initial MLFlow setup	2022-05-09 13:57:15 +02:00
emkarcinos	1a44512224	Enable Mongo	2022-05-09 10:03:04 +02:00
Marcin Kostrzewski	fd5c67b176	Add Mongo observer	2022-05-06 22:29:25 +02:00
Marcin Kostrzewski	238b22ea20	Log metrics	2022-05-06 22:09:36 +02:00
Marcin Kostrzewski	d0ab5ae997	Move common methods and functions to model.py	2022-05-06 21:51:49 +02:00
Marcin Kostrzewski	d794e390aa	Add Sacred FileStorageObserver	2022-05-06 21:39:18 +02:00
Marcin Kostrzewski	f716e52cbf	Add basic Sacred support	2022-05-06 20:56:22 +02:00
Marcin Kostrzewski	593b17cd2b	Code reformat	2022-05-06 20:20:22 +02:00
Marcin Kostrzewski	9e1e5ae3b9	Append to a file instead of overwriting it	2022-05-05 22:40:07 +02:00
Marcin Kostrzewski	fe63ef269c	Move script into main fn	2022-05-05 22:33:34 +02:00
Marcin Kostrzewski	46d7831b98	Added customizable model params	2022-05-05 22:11:32 +02:00
Marcin Kostrzewski	0751bcce7e	Model saving	2022-04-24 22:23:53 +02:00
Marcin Kostrzewski	d95bf0d73d	Added regression model training	2022-04-24 22:20:14 +02:00