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  • 8d2781d98c update notebook main Kashif Rasul 2022-11-29 10:32:51 +01:00
  • 5ef1d1d587 use git Kashif Rasul 2022-11-29 10:32:17 +01:00
  • 4e78dd7dc5 use dict instead of class Kashif Rasul 2022-11-28 23:13:27 +01:00
  • f6e7d77fe4 initial torchscale models Kashif Rasul 2022-11-28 19:51:58 +01:00
  • efc4d0d678 added traffic Kashif Rasul 2022-11-15 18:47:59 +01:00
  • 8afba21ba3 cleanup Kashif Rasul 2022-11-15 13:58:50 +01:00
  • b6ec4629b1 fix log_loc Kashif Rasul 2022-11-15 13:38:26 +01:00
  • 53436da056 format Kashif Rasul 2022-11-15 11:51:48 +01:00
  • a7786f4830 initial std scaler Kashif Rasul 2022-11-15 11:45:35 +01:00
  • 514b2d8627 added xformer notebooks Kashif Rasul 2022-11-11 17:39:20 +01:00
  • 85069e930f added xformer notebooks Kashif Rasul 2022-11-11 17:38:52 +01:00
  • 7dc68d9e7d format Kashif Rasul 2022-11-09 14:31:35 +01:00
  • e23aa6767c added xformer code Kashif Rasul 2022-11-09 14:30:59 +01:00
  • 345900bfda added transformer models for 6 open datasets Kashif Rasul 2022-11-06 07:17:29 +01:00
  • 9d9e35f882 Adding utils functions Hstellar 2022-11-06 01:07:30 -05:00
  • b0f232462c added multivariate example Kashif Rasul 2022-10-18 09:45:17 +02:00
  • 6c6ec9461c added input_size Kashif Rasul 2022-10-17 12:12:47 +02:00
  • a3290aa3e4 fix input_size > 1 Kashif Rasul 2022-10-17 12:07:06 +02:00
  • 7b5cd6052f fix for input_size > 1 Kashif Rasul 2022-10-17 12:00:28 +02:00
  • 1af9b1122d fix input_size > 1 Kashif Rasul 2022-10-17 11:47:07 +02:00
  • fd274b3217 fix for input_size>1 Kashif Rasul 2022-10-17 11:44:03 +02:00
  • 498f80fab0 fix for input_size>1 Kashif Rasul 2022-10-17 11:41:18 +02:00
  • e264e8856f typo Kashif Rasul 2022-08-16 23:19:05 +02:00
  • c75cebd2bd fix prefix and latent split Kashif Rasul 2022-08-16 23:18:10 +02:00
  • 6f77e3839f Gluonts dataloader Kashif Rasul 2022-08-14 01:04:11 +02:00
  • d8e8030994 prefix is the full sequence Kashif Rasul 2022-08-10 22:43:53 +02:00
  • eddc77dd74 fixed inference Kashif Rasul 2022-08-08 03:05:13 +02:00
  • c1cfd4653f updated repeated_past_target Kashif Rasul 2022-08-07 20:49:00 -04:00
  • 4b103b9791 fixing inference Kashif Rasul 2022-08-07 19:58:15 -04:00
  • 64c8a1c4a8 initial perceiver-AR time series model Kashif Rasul 2022-08-07 19:06:32 -04:00
  • 2a27ac7794 FourierBlock and FourierCrossAttention need n_heads arg Kashif Rasul 2022-07-30 19:47:46 -04:00
  • 1b4103d87a Adding code for fedformer Hstellar 2022-07-06 03:17:54 -04:00
  • 6fa288bdab Update requirements.txt Kashif Rasul 2022-07-02 09:04:30 +02:00
  • 44fd93a18a calc. prob. based on size of datasets Kashif Rasul 2022-06-29 13:40:49 +02:00
  • c33b1d2351 trained on 4 datasets Kashif Rasul 2022-06-28 12:29:50 +02:00
  • 46eec81262 train on 2 datasets Kashif Rasul 2022-06-23 15:03:29 +02:00
  • 289f2ba3e0 fix api change Kashif Rasul 2022-06-22 12:14:35 +02:00
  • ab0c038700 remove freq from PyTorchPredictor Kashif Rasul 2022-06-17 19:22:59 +02:00
  • 296f9c360a use gluonts dev Kashif Rasul 2022-06-15 11:40:28 +02:00
  • 712ab88599 Tuning for ETT dataset Hstellar 2022-06-12 23:38:08 -04:00
  • 3bb4dac76b use orjson Kashif Rasul 2022-06-09 12:26:45 +02:00
  • c5fe609bd4 Adding initial hyper-parameter tuning file Hstellar 2022-06-08 02:30:28 -04:00
  • 019a0a391c Merge pull request #2 from kashif/switch Kashif Rasul 2022-06-06 14:37:16 +02:00
  • 6cbce657e1 notebook Kashif Rasul 2022-06-06 14:36:10 +02:00
  • d11578a235 fix final_output tensor shape Kashif Rasul 2022-06-06 14:11:51 +02:00
  • 0b0ecc94f9 fix typo Kashif Rasul 2022-06-06 11:45:31 +02:00
  • c99572a6d9 fix args Kashif Rasul 2022-06-06 11:44:19 +02:00
  • 159254348b fix notebook Kashif Rasul 2022-06-06 11:42:52 +02:00
  • 3eeabcd1d8 import Kashif Rasul 2022-06-06 11:34:14 +02:00
  • a429cef13d added switch encoder layer Kashif Rasul 2022-06-06 11:04:43 +02:00
  • 40981abdb4 initial switch transformer Kashif Rasul 2022-06-06 10:35:36 +02:00
  • 39e613be84 use torch.no_grad Kashif Rasul 2022-05-31 11:28:46 +02:00
  • 0e8d816aac fixed xformers now getting runtime error Kashif Rasul 2022-05-30 11:50:33 +02:00
  • 8b62f7194c fix torch.topk use Kashif Rasul 2022-05-28 18:49:50 +02:00
  • 8f52119ea6 fix device runs on cpu now Kashif Rasul 2022-05-27 08:49:13 +02:00
  • 0dadc25c3a added encode function Kashif Rasul 2022-05-25 11:04:12 +02:00
  • b65415bbe2 added encoder-xformer-vanilla transformer Kashif Rasul 2022-05-24 12:57:17 +02:00
  • 335f96acd7 sym scaling Kashif Rasul 2022-05-21 21:02:21 +02:00
  • bc5c400713 fix typos Kashif Rasul 2022-05-21 11:42:35 +02:00
  • cfc8daa4fa added decoder scaling plot Kashif Rasul 2022-05-21 11:13:00 +02:00
  • af6b4ea765 added dec and sym exp loops Kashif Rasul 2022-05-20 14:50:14 +02:00
  • 8628813bae remove output Kashif Rasul 2022-05-20 14:31:03 +02:00
  • cf166a1b53 some plots Kashif Rasul 2022-05-20 14:29:59 +02:00
  • c1f930658a initial experiment Kashif Rasul 2022-05-20 11:05:30 +02:00
  • adb975c199 added s4 requirements Kashif Rasul 2022-05-10 10:58:03 +02:00
  • b2e37ef867 added s4 Kashif Rasul 2022-05-10 10:52:14 +02:00
  • 8e36564b62 initial inference Kashif Rasul 2022-04-29 16:08:21 +02:00
  • 1bbb48c6a3 fixed names Kashif Rasul 2022-04-29 13:28:08 +02:00
  • 20217bc9c8 initial reformer Kashif Rasul 2022-04-29 12:54:58 +02:00
  • a88428b254 remove .DS_Store Kashif Rasul 2022-04-29 09:13:06 +02:00
  • 8da5cb49d9 cleaned up(still not working) Hstellar 2022-04-20 00:57:39 -04:00
  • c7afec7ac5 Clean up(still not working) Hstellar 2022-04-19 16:29:30 -04:00
  • d72782f689 train for 50 epochs Kashif Rasul 2022-04-13 21:06:45 +02:00
  • c280009c0c fix case when L_Q or L_K is 1 Kashif Rasul 2022-04-13 20:53:03 +02:00
  • 3f5bae3c73 added .typesafe Kashif Rasul 2022-04-13 14:51:46 +02:00
  • a8a046ab0d added informer Kashif Rasul 2022-04-13 14:51:21 +02:00
  • 07834941c2 remove Kashif Rasul 2022-04-13 11:42:45 +02:00
  • 1b07a5050e rename Kashif Rasul 2022-04-13 11:39:40 +02:00
  • f02d4f801b remove repeated arg Kashif Rasul 2022-04-13 09:49:23 +02:00
  • 82eb1ca3a5 formatting Kashif Rasul 2022-04-13 09:46:29 +02:00
  • 3e3f46bec4 Adding pyraformer(not working) Hstellar 2022-04-12 13:28:37 -04:00
  • 38882af8aa added ETSFormer Kashif Rasul 2022-04-07 13:29:50 +02:00
  • bc331ba3a7 Update README.md Kashif Rasul 2022-04-06 13:45:56 +02:00
  • 944a697289 ignore lightning_logs Kashif Rasul 2022-04-06 13:28:59 +02:00
  • b3bd636a7c move template Kashif Rasul 2022-04-06 13:27:02 +02:00
  • ed4091620d added notebook Kashif Rasul 2022-04-06 13:24:40 +02:00
  • 6f64227d31 added autoformer predict Kashif Rasul 2022-04-06 13:15:58 +02:00
  • 68d33b7fd3 add estimator args Kashif Rasul 2022-04-04 22:21:04 +02:00
  • bd0165f720 initial enc dec output Kashif Rasul 2022-04-04 22:06:17 +02:00
  • c1df7b97f1 initial autoformer Kashif Rasul 2022-04-04 16:54:13 +02:00
  • 51b7854181 fix default activation Kashif Rasul 2022-04-04 15:25:01 +02:00
  • 4a7bfcc5c9 added hopfield init Kashif Rasul 2022-04-04 15:23:56 +02:00
  • 2596806068 isort Kashif Rasul 2022-04-04 15:21:04 +02:00
  • 648cb8851f removed .DS_Store Kashif Rasul 2022-04-04 15:17:51 +02:00
  • 998975a39f update hopfiled network Kashif Rasul 2022-04-04 15:17:27 +02:00
  • 6a3d2a37d3 Added transformer enc-decoder vincehass 2022-04-04 22:25:12 +10:00
  • 86c9dface4 added hopfield notebook Kashif Rasul 2022-04-01 20:51:41 +02:00
  • c38aaf51f5 fixed activation Kashif Rasul 2022-04-01 20:42:50 +02:00
  • aa3d1f258a fix name Kashif Rasul 2022-04-01 19:48:28 +02:00
  • 2267212627 hopfield networks Kashif Rasul 2022-04-01 19:43:14 +02:00