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timeseriesAI
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tsai
Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
https://timeseriesai.github.io/tsai/
Apache License 2.0
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Initial support for static/ temporal and categorical/ continuous features
#786
oguiza
closed
1 year ago
1
get_UCR_data function fails due to changed download link
#785
trungle15
closed
1 year ago
1
TypeError: unhashable type: 'numpy.ndarray'
#781
645187919
opened
1 year ago
2
Can you help adapt the latest models such as Crossformer?
#779
Christoph-XJ
closed
10 months ago
2
One hot encoding example
#778
vigneshrk29
closed
10 months ago
2
bug in forecasting splits computation when a datetime cutoff is used and the index is shuffled
#777
lo-zed
opened
1 year ago
2
bug in forecasting splits indices computation
#776
lo-zed
opened
1 year ago
1
Incorrect Behavior of `get_splits()` with `balance=True` and `test_size` Specified
#775
Loccret
opened
1 year ago
0
bug when following guidance of PatchTST
#774
Valhir924
closed
1 year ago
4
adjust PatchTST into a classification mission.
#773
Valhir924
opened
1 year ago
5
Fixed learner paths in load_all
#772
vrodriguezf
closed
1 year ago
2
TSAI Explainability
#771
Diptendra
opened
1 year ago
5
added TSTargetEncoder transform
#769
oguiza
closed
1 year ago
0
df2Xy: 'splits' parameter is undocumented
#768
JonThom
opened
1 year ago
0
Is using continuous and categorical features with ts_learner possible? If not, how can window_len in get_tabular_dls be set?
#766
CMobley7
opened
1 year ago
5
Should get_UCR_data be changed?
#765
limhasic
closed
10 months ago
1
Added TSRobustScaler to tfm pipelines
#763
oguiza
closed
1 year ago
0
error when using TSSelectColumns due to pandas df slicing
#762
oguiza
closed
1 year ago
0
short arrays create issues when running get_usable_idxs
#761
oguiza
closed
1 year ago
0
added new tfms - TSDropIfTrueCols and ApplyFunc
#760
oguiza
closed
1 year ago
0
TypeError: __init__() got an unexpected keyword argument 'custom_head'
#759
hiromis
closed
1 year ago
2
torch.geqrf on a CPU tensor
#757
TDL77
closed
1 year ago
1
The document about the plus versions of InceptionTime and TST are unreadable
#756
qew4476
closed
1 year ago
2
I can not get the AppliancesEnergy dataset when i run tsai
#755
yifeiSunny
closed
1 year ago
2
get_X_pred() : get different predicting probablity when change the input to tensor, shouldn't the result be the same?
#754
yifeiSunny
closed
1 year ago
2
cannot use Learner.get_X_preds
#753
zhaosiyuan1098
closed
1 year ago
2
Support for different sampling rate across different channels/variables?
#752
findalexli
opened
1 year ago
1
Same code in Colab and local Jupyter but getting shape error during get_X_preds() while using Jupyter
#751
epdavid1
opened
1 year ago
0
model explainability
#750
alitirmizi23
opened
1 year ago
3
Partial fit vs fine tune?
#749
alitirmizi23
closed
1 year ago
2
partial_n is applied to all datasets by default
#748
oguiza
closed
1 year ago
0
Can not use TSTPLUS with MVP
#747
jiangye-git
opened
1 year ago
2
Does timeseriesAI support multilabel regression?
#746
Loccret
closed
1 year ago
1
Minirocket giving different test accuracies with every model on the same test data
#745
hailthedawn
opened
1 year ago
3
How to set different loss weights for the two network models in `MultiInputNet`?
#744
YYKKKKXX
closed
1 year ago
0
How to visualize the learned features?
#741
jiangye-git
opened
1 year ago
6
PatchTST with y shape of (n_samples, n_outputs)
#738
asadabbas09
opened
1 year ago
5
`get_best_dls_params` function still prints output when the verbose parameter is set to false
#737
leiyue
closed
1 year ago
2
Endlesss OpenBLAS Warning
#735
1180300318
closed
1 year ago
6
Masking and Normalization order in PatchTST
#734
ikvision
closed
1 year ago
2
AssertionError: You must pass an X iterable with 3 dimensions [batch_size x n_vars x seq_len]
#733
connormeaton
closed
10 months ago
9
Updated CONTRIBUTING.md
#731
oguiza
closed
1 year ago
0
Allow for parameterizing block_szs in XResNet1dPlus
#730
talesa
closed
1 year ago
2
How can I use my own split method to divide train and valid?
#729
DennisShaw
closed
10 months ago
2
xresnet for vision classification - TypeError
#728
JakobPuehringerIpercept
closed
1 year ago
5
y_range argument cannot be passed when creating a multi-step TSForecaster
#726
Samcro5C
opened
1 year ago
6
The training information was not printed
#725
Loccret
closed
1 year ago
4
how to directly access to the test dl in Learner
#724
whatactuallyis
closed
1 year ago
2
Training is fine, but can't do prediction: AttributeError: 'LSTM_FCN' object has no attribute 'get_X_preds'
#723
langslike
closed
1 year ago
6
ImportError: cannot import name 'get_forecasting_splits' from 'tsai.data.validation'
#721
langslike
closed
1 year ago
3
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