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Questions tagged [deepar]

30 questions
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DeepAr Forecast Gluonts 'TrainOutput' object has no attribute 'predict'

I'm creating a model to forecast real estate price using DeepAr. I have monthly values from 2000 until today. I would like to forecast the value in the next 2 years. So, its to forecast unknown future target values with gluonts DeepAR. The model is…
Mathilde Roblot
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Can we get forecast on train data using DeepAR gluonts method?

I want to know the residuals value on train dataset i.e. actual value-fitted value. I have tried with gluonts DeepAR package. It's working fine when I am training on train data and trying to predict on validation dataset. But I am unable to get the…
shaonli
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Relative or absolute time stamps for DeepAR training data?

Suppose we would like to use DeepAR gluonts implementation to forecast the views of videos which are created at different times. Is it necessary / better to use the relative time stamps e.g. t_{created}, t_{created}+1,t_{created}+2,... thereby…
shiftyscales
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GluonTS example airpassengers dataset not found

I am trying to run the GluonTS example code, going through some struggle to install the libraries, now I get the following error: FileNotFoundError: C:\Users\abcde\.mxnet\gluon-ts\datasets\airpassengers\test The…
shiftyscales
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Error "day is out of range for month" occurred, when reading field "start"

I am working with climate data set on kaggle this is the link, so I want to apply a model deepAr to predict time series.I want to use gluonts for this porpuse. first you sould make your data train set and i am using this code ` dataset =…
masoud naghshbandi
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Time Series data Augmentation in pytorch forecasting

I have count time series of demand data and some covariates like weather information every hour. I have used 168 hours (7 days) for encoder and 24 hours (next day) for decoder in DeepAR pytorch forecasting. E.G. using MTWTFSS for encoder to predict…
Jose_Peeterson
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Having an issue with making react component work inside a custom iframe component

So, I've basically tried everything with this one. I ran out of solutions or options. Thing is, I have a button. When you click on it your camera will open and you will see some filters that you can apply to your face. I am new to React. Made it…
Adelina Lipşa
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Integrate DeepAR Shoes try-on SDK with react

I am trying to implement DeepAR SDK for shoe try-on in my react app but when I try to instantiate DeepAR class I got a weird error: Uncaught (in promise) RuntimeError: Aborted(both async and sync fetching of the wasm failed). Build with -sASSERTIONS…
Ismail_Aj
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AWS: ClientError: An error occurred (ValidationException) when calling the CreateTransformJob operation: Could not find model

I am new here and am strugling with some basic things. I am trying to implement a DeepAR model, but maybe due to an update from sagemaker it doesn't find the correct path as it did on the example.. Can someone tell me why is it happening and how o…
Samuel
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How to push rtmp using deepar result

I want to stream deepar videos using rtmp. And followed agora's example here. But I don't want to use agora's server. I have an SRS server on my local server. I tried this to get deepar's result from opengl. It worked. GLES20.glReadPixels(x, 0, w, y…
youteng li
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Hyperparameter tunning of DeepAREstimator from gluonTS with Ray

I want to create forecasting models using the DeepAREstimator from the gluonTS package. How can I use Ray for hyperparameter tuning? Here is sample code. !pip install --upgrade mxnet-cu101==1.6.0.post0 !pip install --upgrade mxnet==1.6.0 !pip…
Fisseha Berhane
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Using lags or monthly categorical features for recognizing the seasonality with DeepAR and TFT from pytorch-forecasting

I try to forecast monthly sales with the help of DeepAR and Temporal Fusion Transformer from pytorch-forecasting. The data I use has monthly seasonality, and the seasonality is the same or at least very similar for different countries. While…
lch679
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How to fix a pod install error for the DeepAR in Flutter

I'm using the rwa_deep_ar package for the DeepAR feature in the Flutter project. When I install the pod in MacOS, I see the following error. I want to know how to fix this error and how to use the DeepAR for iOS in Flutter.
Snow Star
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How to train deepAR on multiple time series?

I am trying to use the GluonTS implementation of deepAR to train deepAR on multiple time series(using the m5 dataset). However, when I train deepAR on a single time series in the data set, the training takes just as little time as it does to train…
Sebastian Chejniak
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Is there an easy way to train an AWS DeepAR model?

So I have my data structured right. {'start': '2017-05-02', 'target':[1,2,3,4,5], 'cat':[1,0,13], 'dynamic_feat':[[1,2,3,4],[4,3,2,1], [6,7,8,9]]} But it's difficult to do all of the coding to train the DeepAR model. I've looked all over the…
Ravaal
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