Commit Graph

76 Commits

Author SHA1 Message Date
dc102926fa Non-autoregressive Linear baseline update + wrote further at thesis 2024-04-18 00:30:25 +02:00
8fb2a7fc7b Quarter embedding using trigonometry + more thesis writing 2024-04-17 21:48:13 +02:00
6b02c9aab8 Trying out more linear baselines 2024-04-17 12:55:46 +02:00
0edcc91e65 Made more changes 2024-04-16 22:07:53 +02:00
937b6abc0b Updated Thesis and linear baseline 2024-04-16 21:19:19 +02:00
ef094c659c Added baseline with perfect predictions 2024-03-28 14:56:28 +01:00
65ec8fcd54 Not resetting state of charge 2024-03-23 19:18:55 +01:00
e780b46af7 Updated some stuff 2024-03-20 22:16:19 +01:00
dad64d00be Updated some stuff 2024-03-20 22:14:18 +01:00
acaa8ff054 Added non autoregressive quantiles training scripts 2024-03-20 16:59:22 +01:00
ba3b3cf882 Added background information about Electricty market in Belgium 2024-03-20 16:48:07 +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
420c9dc6ac Added yesterday policy evaluator 2024-02-26 18:21:06 +01:00
ca120e5715 Finished baseline policy evaluator 2024-02-26 18:20:53 +01:00
be38536758 Adding baseline policy evaluator 2024-02-26 16:26:03 +01:00
f1b54df2c9 Policy evaluation during training 2024-02-25 22:13:00 +01:00
Victor Mylle
90751866a4 Fixed git lfs issue 2024-02-22 16:52:03 +01:00
Victor Mylle
4ad3336b98 Set training script to execute remotely 2024-02-21 18:13:51 +01:00
Victor Mylle
f8823f7efa Autoregressive Quantile Training with Policy evaluation 2024-02-21 18:11:38 +01:00
Victor Mylle
2b22b6935e Merge branch 'February-Report' into main 2024-02-19 15:49:15 +01:00
Victor Mylle
b3f05f386f Finished intermediate february report + next steps from meeting 2024-02-19 15:48:45 +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
76a597af28 Started February Report 2024-02-17 17:53:07 +01:00
Victor Mylle
7bd0476085 Added plots thresholds densities 2024-02-14 18:12:11 +00:00
Victor Mylle
d10f8a5ff6 Clamping diffusion output 2024-02-12 09:54:56 +00:00
Victor Mylle
77be7371df Track large files with Git LFS 2024-02-05 16:22:22 +00:00
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
e8e53ab185 Updated training script for GRU model 2024-01-18 23:21:57 +00:00
Victor Mylle
32de50b87e Added GRU diffusion model 2024-01-18 23:21:01 +00:00
Victor Mylle
51014ea7bb Compared more policy results 2024-01-18 17:06:44 +00:00
Victor Mylle
b87ad1bf42 Improved policy executer 2024-01-16 23:22:05 +00:00
Victor Mylle
d1074281c4 Calculating profit per cycle 2024-01-15 21:59:35 +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
5f2418a205 Debugging 2024-01-15 12:29:42 +00:00
Victor Mylle
aaf0ae0e5f Adding print statement 2024-01-15 11:49:30 +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
81231b9266 Notebook to train diffusion model 2023-12-29 09:04:08 +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
d0fa815b68 Added functions to compare policies 2023-12-19 16:22:13 +00:00
Victor Mylle
fee948cc09 Added notebook to sample from predictions and load model 2023-12-18 21:12:14 +00:00
Victor Mylle
c437c23566 Implemented baseline policy 2023-12-13 10:32:09 +00:00