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First Demo testing with time series and other features #492

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…also added a really small test function the test_timeseries_creation.py

changes: added a new _column_type, the list
there will be an need for an list type I think
…or, which can generate windows for the feature columns and create labels for the target column
converted correctly a Table into a input for a PyTorch Model with the generator

this is a very flexible take cause we can load multiple columns into the input and it will automaticly form the Input Tensor for this, cause it has the size window_size*feature_column.
This can also be used for not windowed data just set the windowsize to 1 and you can use any numerical column as an input for an nn.(this is the goal it need to be testes way better)
@Gerhardsa0 Gerhardsa0 linked an issue Nov 6, 2023 that may be closed by this pull request
…d RNN Layer and a Model class, which holds a List of layers. There are things for an Layer Interface.

will structure and check it more tomorrow
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…or is fixed

tested also the Dataloader and now set for good model implementation
example is finished and works just like the benchmark model
@Gerhardsa0 Gerhardsa0 changed the title 481 timeseries class in safe ds std lib 481 timeseries class in safe ds std lib first testing Dec 5, 2023
@Gerhardsa0 Gerhardsa0 changed the title 481 timeseries class in safe ds std lib first testing First Demo testing with time series and other features Dec 5, 2023
@Gerhardsa0 Gerhardsa0 closed this Jan 8, 2024
@lars-reimann lars-reimann deleted the 481-timeseries-class-in-safe-ds-std-lib branch May 20, 2024 13:26
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TimeSeries Class in Safe-DS std-Lib
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