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Influx DB to Dataiku
Hi all! Do anyone have solution to connect Influx DB to Dataiku? Operating system used: Linux
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straight line using AutoArima for time series forecasting!
Hi, I'm currently working on a time series forecast using auto ARIMA. My dataset contains weekly peaks and I need to forecast one year ahead. However, when I use auto ARIMA, the resulting forecast appears as a straigth line without capturing seasonality and patterns that are evident in the historical data. The historical…
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Time Series Forecasting using external features
Hi, I'm having trouble getting time series forecasts with DeepAR and Auto ARIMA models when using an external feature. I have provided future values of the external feature, however the model only gives backtests instead of future predictions. In my case I have a F1 fan site where I can see the amount of people that browse…
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Time Series Forecasting- Code Environment Setup Problem for Required Packages Gluonts, Mxnet
Hi there, I am using the Forecasting Plugin to train a forecasting model for a time series commodities dataset. However, I have a few issues with regards to setting up a functional code environment for this plugin. In particular, DSS tells me that I need gluonts and mxnet in my environment in order to start the training…
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Time Series Plugin
Hello, I want to replicate the work of the Time Series Plugin. Namely, I want to fit STLDecomposition models, save them, reuse the later in my flow. I need help saving and retrieving the models: I don't know how to save the models as pickle binaries, and I don't know how/where to store/retrieve them. I tried (and failed)…
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How to include external features for a time series forecasting training job?
I am trying to train a multivariate time series model with the "train and evaluate forecasting models" method available in the "forecast" plugin. I have added an external feature(holidays) to the training by checking the "Add external features" check box and selecting the external feature using drop down.. but the…
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Seeing all model Time Series Forecasts in Dataiku Plug-in
Hi- I am using the time series plug-in for a project. I am using the AutoML - High Performance and would like to see all of the model predictions, not just the model that has the best performance statistics. Is this possible? If so, how do I go about seeing all model predictions?
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Time series must have at least 3 values error with data in long format.
Hi, I am having some problems with the the time series plugin in and running the Train and forecasting models recipe. We are coming up with a use-case to predict Fantasy Football players points by using historical data. I have split up the players in different categories (mid, def, gk, etc) so that I can predict the best…
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Resampling Multivariate Time Series: Resampling Plugin
Hi, community! I Have a dataset with 3 columns( Date, Item_ID, quantity), my period of studies is from 2015 to 2020. Some Item Id don't have a full history, I want to resample the dataset, and I used the TS plugging resampling with these settings: But I don't get the desired result, did I miss something? Or id there…
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Time series resampling 'KeyError'
Hi everyone, first post in search for help I am currently working on a time series dataset, to prepare it for the new time series forecast plugin. In short, as a result of a sequence of recipes I have obtained a dataset with: * a parsed date (date), tprelievo * a product code (integer), prodid * a pickup q.ty (decimal) * a…
