Commit Graph

52 Commits

Author SHA1 Message Date
Victor Mylle
d9b6f34e97 Added GRU results to thesis + intermediate samples of diffusion model 2024-05-06 23:28:42 +00:00
d7f4c1849b Non autregressive gru model load 2024-05-06 16:11:15 +02:00
75b35bb2c9 Non-linear non autoregressive experiments 2024-05-04 16:51:26 +02:00
e0c42797e0 Updated thesis and added quantile performance plots to non autoregressive quantiles 2024-05-04 14:13:37 +02:00
074e654b8a Updated thesis 2024-05-03 18:13:01 +02:00
361414cd41 Updated thesis 2024-04-25 14:08:43 +02:00
c7bcd5be55 Updated diffusion section of thesis + adding metrics to diffusion experiments 2024-04-24 22:06:30 +02:00
afa70fc3b3 Trying to reduce white space for saved matplotlib images 2024-04-19 16:00:37 +02:00
0817f60e72 Fixed issue with clearml report image 2024-04-19 15:09:55 +02:00
2cdd2257a0 Fixed some accidental mistake xs 2024-04-19 14:09:23 +02:00
46c7c6f7e5 Saving samples plot as png at end of training 2024-04-19 14:05:20 +02:00
4e713ef564 Added non autoregressive quantile results + changing sample plots 2024-04-19 12:35:27 +02:00
Victor Mylle
98a7244995 Fixed the non autoregressive final metric calculations 2024-04-18 16:53:17 +00:00
8fb2a7fc7b Quarter embedding using trigonometry + more thesis writing 2024-04-17 21:48:13 +02:00
0edcc91e65 Made more changes 2024-04-16 22:07:53 +02:00
65ec8fcd54 Not resetting state of charge 2024-03-23 19:18:55 +01:00
dad64d00be Updated some stuff 2024-03-20 22:14:18 +01:00
1a8e735cbc Updated training scripts 2024-03-18 12:15:06 +01:00
34335cd9fe Fixed policy evaluation for autoregressive 2024-02-29 23:23:11 +01:00
fe1e388ffb Added crps + profit logging and updated plots for non autoregressive models 2024-02-28 17:12:51 +01:00
f1b54df2c9 Policy evaluation during training 2024-02-25 22:13:00 +01:00
Victor Mylle
f8823f7efa Autoregressive Quantile Training with Policy evaluation 2024-02-21 18:11:38 +01:00
Victor Mylle
174a82fab2 Plots to compare between quantile regression and diffusion 2024-02-18 19:21:59 +01:00
Victor Mylle
bd250a664b Fixed diffusion confidence interval plot 2024-02-18 16:01:18 +01:00
Victor Mylle
acaad2710a Changed steps in diffusion model 2024-01-20 09:44:14 +00:00
Victor Mylle
c6fa17fa40 Fixed sampling for GRU and reduced batch size 2024-01-19 00:10:12 +00:00
Victor Mylle
b87ad1bf42 Improved policy executer 2024-01-16 23:22:05 +00:00
Victor Mylle
428e3d9e4b Added policy executer file for remotely executing 2024-01-15 21:19:33 +00:00
Victor Mylle
67cc6d4bb9 other changes 2024-01-15 12:31:56 +00:00
Victor Mylle
a977021dfc Saving whole model instead of weights only 2024-01-15 11:07:57 +00:00
Victor Mylle
c26ae76951 Fixing some stuff 2023-12-30 15:22:32 +00:00
Victor Mylle
ef8b5f49ac Tried policy with diffusion model 2023-12-29 12:30:30 +00:00
Victor Mylle
da3ab3d5b3 Saving diffusion model on better CRPS score 2023-12-29 10:48:07 +00:00
Victor Mylle
1b209a4562 Added training script to remotely train diffusion model 2023-12-29 09:03:09 +00:00
Victor Mylle
3264b5ac53 Added trainer for Diffusion model 2023-12-28 16:07:33 +00:00
Victor Mylle
c06cc10aa6 Fixed losses and multiple other things 2023-12-12 11:02:42 +00:00
Victor Mylle
d3bf04d68c Fixed crps + more inputs 2023-12-05 00:08:17 +00:00
Victor Mylle
120b6aa5bd Fixed small summary with model architectures until now 2023-11-30 21:53:35 +00:00
Victor Mylle
f9e8f9e69f Added hyperparameter optimization script 2023-11-27 16:06:05 +00:00
Victor Mylle
c1152ff96c Added new training scripts 2023-11-27 14:55:22 +00:00
Victor Mylle
4886c0d9a0 UPdated trainer.py 2023-11-26 22:42:30 +00:00
Victor Mylle
9c84b875a3 Changing some things 2023-11-26 22:27:35 +00:00
Victor Mylle
2f40f41786 Added time as input feature 2023-11-26 18:43:03 +00:00
Victor Mylle
f0c6369dd3 Changed imports 2023-11-26 00:29:35 +00:00
Victor Mylle
a8db70e86d Changes to allow remote execution 2023-11-25 23:36:57 +00:00
Victor Mylle
300f268286 Sped up sampling 20x 2023-11-25 18:09:42 +00:00
Victor Mylle
5de3f64a1a Lot of changes 2023-11-23 08:34:47 +00:00
Victor Mylle
166d3967e1 Implemented Probabilistic Baseline 2023-11-19 20:20:31 +00:00
Victor Mylle
1268af47a6 Implemented Non Autorgressive Quantile Regression 2023-11-18 17:42:06 +00:00
Victor Mylle
75f1f64c38 Autoregressive test score calculated on 96 values 2023-11-13 23:14:07 +00:00