maxjcohen transformer issues

maxjcohen / transformer

Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.

https://timeseriestransformer.readthedocs.io/en/latest/

GNU General Public License v3.0

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issues

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Questions about the paper.

#64 fremk opened 6 months ago
3
cannot import name 'Transformer' from 'tst'

#63 KRDecadeZero opened 7 months ago
1
Position Encoding

#62 Sharp-rookie closed 1 year ago
1
RuntimeError: Given groups=1, weight of size [48, 37, 11], expected input[8, 691, 18] to have 37 channels, but got 691 channels instead

#61 Abdelsater opened 1 year ago
6
How to change the program to a classification model ?

#60 HuskyXPZ closed 1 year ago
1
How to set Positional encoding

#59 flydephone closed 1 year ago
4
A question

#58 chuzheng88 closed 1 year ago
3
The input dimension???

#57 YangJoy750 closed 2 years ago
10
How do I set d_model, q, v, h, N, dropout, attention_size value?

#56 mmsx closed 1 year ago
1
Question about input of the decoder

#55 zlj-cs closed 2 years ago
1
Hello, thanks for your great works, I'm confused with the dataset.

#54 StarDxxx opened 2 years ago
10
Can time series A be used to predict time series B？

#53 chuzheng88 closed 6 months ago
4
Possibility for time series anomaly detection?

#52 sdodingnan closed 2 years ago
3
Get Error/Applying Univariate Time Series Dataset

#51 shathaa1983 closed 2 years ago
3
Issue while training the model

#50 sarraAyed closed 2 years ago
1
Why the sigmoid in the transformer?

#49 diegoquintanav closed 2 years ago
6
Citation Bibtex

#48 MJimitater closed 3 years ago
3
Runtime error: mat1 dim 1 must match mat2 dim 0

#47 p06p05 closed 3 years ago
0
can you explain more on dimension arguments to transformer class ?

#46 shivaniarbat closed 3 years ago
1
Some questions about the prediction

#45 DICPZhou closed 3 years ago
3
Suggestions PR

#44 DanielAtKrypton opened 3 years ago
1
**RuntimeError: The size of tensor a (896) must match the size of tensor b (14) at non-singleton dimension 0**

#43 rotameraklisi closed 3 years ago
1
how to apply this transformer model to a long univariate time series data

#42 Dezhao-Huang closed 3 years ago
1
question about decoder input

#41 weiHelloWorld closed 3 years ago
2
The output of my Transformer is the same for all time steps

#40 shamoons closed 3 years ago
6
prediction problems

#39 LIngerwsk closed 3 years ago
3
input problem.

#38 LIngerwsk closed 3 years ago
6
When should I use Attention window size?

#37 LIngerwsk closed 3 years ago
4
Pe/fix

#36 shamoons opened 3 years ago
6
Added a period parameter to the transformer

#35 shamoons closed 3 years ago
2
Getting training.ipynb to run

#34 c-penzo closed 3 years ago
5
RuntimeError: Sizes of tensors must match except in dimension 1. Got 249 and 250 (The offending index is 0)

#33 shamoons closed 3 years ago
1
Can this be setup as a PyPI module?

#32 shamoons closed 3 years ago
2
Is this implementation autoregressive for a seq2seq task?

#31 shamoons closed 3 years ago
1
What's the need for a different positional encoding?

#30 shamoons closed 3 years ago
15
Regular PE

#29 mahdiabdollahpour closed 3 years ago
1
Understand the dataset dimension

#28 clsx524 closed 3 years ago
6
The training loss is a constant from beginning

#27 LightingFx closed 3 years ago
5
RuntimeError: Expected object of scalar type Byte but got scalar type Bool for argument #2 'mask'

#26 Cyh294 closed 3 years ago
4
fixed default chunk_mode

#25 kryptonite0 closed 3 years ago
0
NameError: chunk_mode "True" not understood. Must be one of chunk, window or None.

#24 kryptonite0 closed 3 years ago
3
self._encoderDecoderAttention defined but not used

#23 kryptonite0 closed 3 years ago
4
Accuracy vs LSTM

#22 mahdiabdollahpour closed 3 years ago
3
IndexError: Dimension out of range (expected to be in range of [-2, 1], but got 2) when doing keys.transpose

#21 mahdiabdollahpour closed 6 months ago
4
General Questions for implementation.

#20 mathematicsofpaul closed 3 years ago
2
A more detailed Readme.

#19 tcapelle closed 3 years ago
1
the transformer to be applied to classification

#18 hongjianyuan closed 3 years ago
9
runtimeerror

#17 hongjianyuan closed 4 years ago
0
About params settings when using dataset_CAPT_v7.npz

#16 Arithmeticjia closed 3 years ago
12
x + residual size mismatch

#15 gccollect closed 3 years ago
3