16 Commits

Author	SHA1	Message	Date
Hunter Nichols	d3ef1d7b85	Changed to ridge model to reduce effects of overfitting on small models.	2021-02-26 11:00:21 -08:00
Hunter Nichols	70fe90f0af	Added shared classes between regression models, added and changed some debug messages	2021-01-19 14:19:50 -08:00
Hunter Nichols	6d2a35e929	Changed most lists to dict to reduce hardcoded indices	2021-01-19 13:47:54 -08:00
Hunter Nichols	ed3d39a1b8	Added updated model data with slews and loads. Changed linear regressions to account for additional models.	2021-01-13 13:04:34 -08:00
Hunter Nichols	9edaca0616	Changed tech path in linear regression to use openram_tech option.	2020-12-22 16:45:04 -08:00
Hunter Nichols	240dc784af	Fixed issue with static inputs causing errors. Added corners to linear regression inputs.	2020-12-17 14:54:43 -08:00
Hunter Nichols	f1f6a1a520	Removed windows end of line characters.	2020-12-15 12:08:31 -08:00
Hunter Nichols	06232dee8f	Added leakage and slew data. Added temporary fix to model output format.	2020-12-14 14:32:10 -08:00
Hunter Nichols	25544c3974	Added similar interface to linear regression as elmore	2020-12-14 13:59:31 -08:00
Hunter Nichols	0adcf8935f	Added linear regression model for power.	2020-12-09 15:31:43 -08:00
Hunter Nichols	393a9ca0d8	Data scaling is only dependent on a single file rather than a directory now.	2020-12-09 15:03:04 -08:00
Hunter Nichols	8a75b83889	Fixed input scaling bugs delay prediction model	2020-12-07 14:36:01 -08:00
Hunter Nichols	6e7d1695b5	Cleaned code to remove validation during training.	2020-12-07 14:22:53 -08:00
Hunter Nichols	5f4a2f0231	Added function to get all data and scale vs just a portion	2020-12-07 13:11:04 -08:00
Hunter Nichols	dcd20a250a	Changed linear regression model to reference data in tech dir vs local ref.	2020-12-02 15:20:50 -08:00
Hunter Nichols	ce9036af76	Moved model scripts to characterizer dir	2020-12-02 13:25:03 -08:00