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TSTPlus issue with fc_dropout

6

Hi @oguiza, Thanks again for the tsai library. I’m having an issue with the TSTPlus model. The dropout for the fully connected head (fc_dropout) seems to have no affect on...

jrfackler

Cannot save learner in pickle format for Time series classification with Transformer (TST) model

1

learn.save_all(path='export', dls_fname='dls', model_fname='model', learner_fname='learner') The above command shows the following error for the TST model **TypeError: cannot pickle 'code' object**

TanjinToma

Is tsai really incompatible with pytorch 2.1? If I fix the pytorch version (which is the nightly version, 2.1.0.devXXX), I can't install the latest tsai version: ```sh ERROR: Cannot install...

carbocation

Hi I'm using the `SlidingWindowPanel` function and I realised that some samples are skipped when the number of steps for specific sample is smaller than window_len. I've tried using various...

Glaadiss

There is no way of passing padding_mode to nn.Conv1d through InceptionTime/InceptionTimePlus

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I've been playing around with the [InceptionTime](https://github.com/timeseriesAI/tsai/blob/06ab2a9c6870b311fa0efe4cb3fc4df0009d1965/tsai/models/InceptionTime.py) and [InceptionModulePlus](https://github.com/timeseriesAI/tsai/blob/06ab2a9c6870b311fa0efe4cb3fc4df0009d1965/tsai/models/InceptionTimePlus.py) models and gathering the features captured by the CNN layers w.r.t. different filters. In the meanwhile, i would also like to...

JoshuaGhost

do you have code for multivariate classification datasets with categorical values ?

6

do you have code/data for multivariate classification datasets with categorical values ?

Sandy4321

Is it because the new version of torch does not have the attribute "asarray"？

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**When I use the "TSForecast" method, an error occurs** Traceback (most recent call last): File "", line 1, in TSForecaster(X, y, splits=splits, arch='PatchTST', arch_config=arch_config, metrics=mse) File "C:\Users\86152\AppData\Local\Programs\Python\Python39\lib\site-packages\tsai-0.3.8-py3.9.egg\tsai\tslearner.py", line 206, in...

ITP0

Implementing PatchTST but on a different type of supervised data

2

Hi @oguiza , thank you so much for integrating PatchTST to tsai and for your helpful tutorial in the Google Colab. But I have a bit of different data, and...

aatmanvaidya

Is there any example or tutorial for the imputation tasks in the time series?

Angryrou

TypeError: unhashable type: 'numpy.ndarray'

2

When I used my own data to run the example of multivariate classification, I reported this error, could you please help me to look at it?  `TypeError Traceback (most...

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