Commit Graph

106 Commits

Author SHA1 Message Date
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
Victor Mylle
f74d588e62 Implemented imbalance price reconstruction 2023-12-12 20:04:44 +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
eba10c8f83 Added LSTM model 2023-11-28 22:27:15 +00:00
Victor Mylle
ffa19592f9 Rewrote the NRVDataset to be cleaner 2023-11-28 15:35:35 +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
5e87165dbb Added training file 2023-11-27 11:53:44 +00:00
Victor Mylle
74c2c07b68 Updated training notebook 2023-11-26 22:46:41 +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
70fd86afa6 Some changes 2023-11-26 22:04:42 +00:00
Victor Mylle
2f40f41786 Added time as input feature 2023-11-26 18:43:03 +00:00
Victor Mylle
a2c9427d16 Removed checkpoint 2023-11-26 00:31:44 +00:00
Victor Mylle
f0c6369dd3 Changed imports 2023-11-26 00:29:35 +00:00
Victor Mylle
360e9f4e8e Trying out training script for ClearML 2023-11-25 23:58:50 +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