tft

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Cannot find the electricity dataset

6

I am a newbie in R. I hope to receive the help. When I ran the electricity example code, I got an error for electricity dataset, in which electricity::electricity_hourly. I...

binh0206

Error in `verify_new_data()`

6

``` Error in `verify_new_data()`: ! `new_data` includes obs that we can't generate predictions. ``` What is the cause of this error? It may be a coincidence, but this error seems...

Sanaxen

Predicting on data with gaps in date variable

1

I'm trying to predict on a test data where there are no values for weekends and holidays. It seems to me that this is not allowed. At least when I...

vidarvr

index and key are not present when using predict

7

I have future known values so I need to pass the data set to new_data in predict() but it only gives me .pred_lower, .pred and .pred_upper. No index (date) or...

vidarsumo

Use TFT with GPU

3

I tested TFT on a Azure DSVM which has CUDA and cuDNN installed (https://docs.microsoft.com/en-us/azure/machine-learning/data-science-virtual-machine/tools-included) but it did not use the GPU (V100). Do I have to do something so TFT...

vidarsumo

Roadmap to integrate with {fable} or {modeltime}

3

cregouby

Ie. use pre-trained weights.

dfalbel

Feedback on the API

1

I wrote a draft vignette on what I think would be a reasonable API for tft and would like to get some feedback on it. Ideally I'd love to have...

dfalbel

A recent blog post in google AI has the following: https://ai.googleblog.com/2021/12/interpretable-deep-learning-for-time.html

dfalbel

in `tft_config()` turn - [ ] `num_encoder_steps=10, total_time_steps=12` parameters into `historical_horizon=10, forecast_horizon=2` which is more user friendly

cregouby