time-series-autoencoder

time-series-autoencoder copied to clipboard

Encoded state

3

Hi, As I understand well you create y_hist in order to perform training using teacher forcing by providing the true target value to the Decoder. As an argument to the...

TDominiak

reconstruction error

8

Hi, nice project. Thanks for sharing. I am looking around and testing. It seems get_loaders function does not fit run_reconstruction. In particular the following line: `X_train, X_test, y_train, y_test =...

q-learning-trader

Not working for many of the tickers

1

The model worked fine for Netflix ticker but when I run for some other ticker, the model doesn't seem to learn. Or it learns with large errors. Can you try...

Rajmehta123

AssertionError: Pytorch Issue with prediction window > 1

5

AssertionError if prediction window > 1. torch==1.4.0 ```` Traceback (most recent call last): File "", line 107, in run(vars(args)) File "", line 90, in run train_iter, test_iter, nb_features = ts.get_loaders(batch_size=config["batch_size"])...

Rajmehta123

Prediction of multiple outputs dependent on multiple features.

2

Hello, I have a question. Can this code be used to perform prediction with 8 features and 3 outputs, where each output depends on the 8 features

wsefw

Bumps [pillow](https://github.com/python-pillow/Pillow) from 9.2.0 to 10.0.1. Release notes Sourced from pillow's releases. 10.0.1 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.1.html Changes Updated libwebp to 1.3.2 #7395 [@​radarhere] Updated zlib to 1.3 #7344 [@​radarhere] 10.0.0 https://pillow.readthedocs.io/en/stable/releasenotes/10.0.0.html Changes...

dependabot[bot]

Question about model evaluation

2

Thanks for sharing the code, i learned a lot from it. I see that in eval.py evaluation is performed on the target scaled with StandardScaler I think that evaluation will...

myalos

I get error when the output_size isn't equal to 1 in forecasting code. for example when the output_size is 10. I get this error : return F.linear(input, self.weight, self.bias) RuntimeError:...

mhdabbasi

When I evaluate the model during training, it get a decent reconstruction result and loss value finally. But when I use the same data set to test the trained model,...

HaoyuYun

Questions about using the model for denoising (reconstruction)

4

Hello, I am interested in using your code to remove noise from a set of time series (reconstruction). I would like to confirm the following: the series are divided (in...

mreyessierra