Questions tagged [gluonts]
9 questions
3
votes
0 answers
Can DeepAR handle multiple time series different length?
Assume I have 100 time series with different start and end dates but the same frequency hence they mostly have different lengths.Each time series is stored as a form of dataframe. They all look like the following:
date item_id …
user59419
- 893
- 8
- 20
1
vote
0 answers
module mxnet has no attribute nd
I am trying to use gluonts library. I installed gluonts 0.12.2 and when I try to import gluonts it says 'module mxnet has no attribute nd'. mxnet was installed by dependence with version 1.6.0. I am using macos, m1 pro. how can I solve this…
İrem Dereli
- 21
- 2
0
votes
0 answers
Error when installing modeltime.gluonts::install_gluonts() in RStudio
I received an error when installing Python dependency for GluonTS Deep Learning in RStudio using modeltime.gluonts::install_gluonts(). I am new to using RStudio to run deep learning models. When loading the library, I received this message:
>…
0
votes
0 answers
How to use a sliding window for test pairs in GluonTS?
I am new to GluonTS and I am trying to understand how the concept works.
On the documentation website, under the section "Splitting datasets into training and test"
they define a mechanism to split the train and test data as…
Lord-Goku
- 1
- 4
0
votes
1 answer
How to prepare my data to avoid being unable to infer frequency
The following code from pandas/tseries/frequencies.py is causing my code to fall over:
if not self.is_monotonic or not self.index._is_unique:
return None
delta = self.deltas[0]
ppd = periods_per_day(self._creso)
if delta and _is_multiple(delta,…
serlingpa
- 12,024
- 24
- 80
- 130
0
votes
0 answers
Struggling to create a unique datetime index in Pandas dataset
I have a dataframe that has a time property. This property is in seconds, but with nanosecond precision.
I was struggling to make this unique, but with help from a robot, managed to come up with this:
# Convert the time column to nanoseconds and add…
serlingpa
- 12,024
- 24
- 80
- 130
0
votes
1 answer
How Can I Fix the Error I'm Getting When Using Pandas in Jupyter?
I have an error Subsetting a data frame in pandas. Here's my code:
`import pandas as pd
import matplotlib.pyplot as plt
import scipy
from gluonts.dataset.pandas import PandasDataset
from gluonts.dataset.split import split
from gluonts.torch import…
Johnson Carson
- 3
- 2
0
votes
0 answers
Why Temporal Fusion Transform performs poorly in short-term time series forecasting?
I am using a probabilistic forecasting model for quantile forecasting, specifically the Temporal Fusion Transformer (TFT), in my work. I have fixed the history length to 72 and evaluated the model's performance at different prediction horizons by…
0
votes
0 answers
How to resolve ModuleNotFoundError: No module named 'gluonts.torch.modules.distribution_output'?
I am working on a project and I am trying to run the code from this repository:
https://github.com/jc-audet/WOODS
I was able to get past this step:
python3 -m woods.scripts.download_datasets {dataset} \
--data_path…
Evan Gertis
- 1,796
- 2
- 25
- 59