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13 Commits
Author SHA1 Message Date
Dr. Kashif Rasul 0ab82da2cb use glutonts 0.8.0 and remove wandb 2021-07-06 13:16:48 +02:00
Dr. Kashif Rasul b01e7c6a24 upper bound get_lags_for_frequency by context_length 2021-03-16 16:51:57 +01:00
Kashif RasulandGitHub Enterprise 908945b422 Time grad (#28) 
* initial uncond image gaussian diff

TODO make it work for multivariate vector
add conditioning

* remove tqdm

* initial unet

TODO convert to 1d conv

* initial time grad estimator

* initial training

* initial sampling

* added huber loss

* use SinusoidalPosEmb from wavegrad

* use time diff network

* fix reshaping

* fix missing property

* clip false

* updated api

* added padding

* added circular padding

* use linear schedule

* added more schedules

* added back cosine schedule

* Delete Solar-time-grad.ipynb

* updated estimator API

* not tuple

* renamed to EpsilonTheta

* removed

* added example notebook

* removed some output

* fix requirements

* formatting

* added more options to time-grad

* added article
 2021-02-11 10:09:25 +01:00
Kashif RasulandGitHub Enterprise ea9b2b7df5 Gluon master (#29) 
* Estimator needs an create_instance_splitter now

* updated estimators and tests

* fix test

* validated
 2021-02-07 17:43:07 +01:00
Dr. Kashif Rasul eeeb96335a updated tempflow 2021-01-02 10:59:50 +01:00
Kashif Rasul 25dcfe9f1a simple feedforward 2020-12-29 16:15:02 +01:00
Dr. Kashif Rasul b072ab227b initial gluonts dependency 2020-12-17 17:04:56 +01:00
Dr. Kashif Rasul cb012405bf optimized the imports 2020-03-30 13:01:08 +02:00
Vahe HakobyanandKashif Rasul 1b123ef152 Model serialization (#6) 
* wip: serialization ran successfully

* wip: deserialization ran successfully
 2020-03-12 11:32:46 +01:00
Dr. Kashif Rasul 923ba8978a move predictor network to device 2020-02-12 17:18:02 +01:00
Dr. Kashif Rasul b053285fe9 no need for input_size its always 1 2020-02-10 13:22:41 +01:00
Dr. Kashif Rasul 99e144fd04 fixed simple feed forward's mlp 2020-02-10 12:04:08 +01:00
Dr. Kashif Rasul a21e13aa02 initial simple feedforward model 2019-12-28 11:24:53 +01:00