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37 Commits

Author SHA1 Message Date
Kashif Rasul 345900bfda added transformer models for 6 open datasets 2022-11-06 07:17:35 +01:00
Kashif Rasul b0f232462c added multivariate example 2022-10-18 09:45:17 +02:00
Kashif Rasul a3290aa3e4 fix input_size > 1 2022-10-17 12:07:06 +02:00
Kashif Rasul 7b5cd6052f fix for input_size > 1 2022-10-17 12:00:28 +02:00
Kashif Rasul 6f77e3839f Gluonts dataloader 2022-08-14 01:04:11 +02:00
Kashif Rasul 44fd93a18a calc. prob. based on size of datasets 2022-06-29 13:40:49 +02:00
Kashif Rasul c33b1d2351 trained on 4 datasets 2022-06-28 12:29:50 +02:00
Kashif Rasul 46eec81262 train on 2 datasets 2022-06-23 15:03:29 +02:00
Kashif Rasul ab0c038700 remove freq from PyTorchPredictor 2022-06-17 19:22:59 +02:00
Kashif Rasul 296f9c360a use gluonts dev 2022-06-15 11:41:08 +02:00
Hstellar 712ab88599 Tuning for ETT dataset 2022-06-12 23:38:08 -04:00
Hstellar c5fe609bd4 Adding initial hyper-parameter tuning file 2022-06-08 02:30:28 -04:00
Kashif Rasul 335f96acd7 sym scaling 2022-05-21 21:02:21 +02:00
Kashif Rasul bc5c400713 fix typos 2022-05-21 11:42:35 +02:00
Kashif Rasul cfc8daa4fa added decoder scaling plot 2022-05-21 11:13:00 +02:00
Kashif Rasul af6b4ea765 added dec and sym exp loops 2022-05-20 14:50:14 +02:00
Kashif Rasul 8628813bae remove output 2022-05-20 14:31:03 +02:00
Kashif Rasul cf166a1b53 some plots 2022-05-20 14:29:59 +02:00
Kashif Rasul c1f930658a initial experiment 2022-05-20 11:05:30 +02:00
Kashif Rasul b3bd636a7c move template 2022-04-06 13:27:02 +02:00
Kashif Rasul 2596806068 isort 2022-04-04 15:21:04 +02:00
vincehass 6a3d2a37d3 Added transformer enc-decoder 2022-04-04 22:25:12 +10:00
Kashif Rasul 007db12b02 Revert "fix lightning warning" 
This reverts commit 7aff4eab1e.
 2022-03-31 14:44:29 +02:00
Kashif Rasul 7aff4eab1e fix lightning warning 2022-03-31 14:42:30 +02:00
Kashif Rasul e198ba4544 fix imports 2022-03-31 11:57:10 +02:00
Kashif Rasul e8f8345fb0 updated notebook 2022-03-31 11:29:18 +02:00
Kashif Rasul 4ff8ba19e9 greedy decoding for transformer 2022-03-31 11:27:06 +02:00
Kashif Rasul 0addf7d3d5 train with cat cov. 2022-03-30 23:40:26 +02:00
Kashif Rasul 87b396cb2e updated notebook 2022-03-30 23:26:58 +02:00
Kashif Rasul 789cde9dc0 scale in distrb space 2022-03-30 23:25:32 +02:00
Kashif Rasul f6403dd4b4 fix transformer 2022-03-30 20:22:50 +02:00
Kashif Rasul 2f6ce6300a fix time_feat 2022-03-30 19:46:19 +02:00
Kashif Rasul 325fc64762 fixed typo 2022-03-29 14:56:54 +02:00
Kashif Rasul 1054f37019 moved model to source files 2022-03-29 14:36:13 +02:00
Kashif Rasul 6c7e956225 cleanup xformers (still doesnt work) 2022-03-29 14:17:59 +02:00
Kashif Rasul beb801222f make samplers configurable 2022-03-22 13:05:24 +01:00
Kashif Rasul 7ae87f773c added vanilla transformer notebook 2022-03-22 12:02:20 +01:00