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Safe-DS/Library
Column selection

Is your feature request related to a problem? Currently, we can only select columns of a table by name. Desired solution - Add support for polars s column selectors. - New class ColumnSelector with ...
  • lars-reimann
  • Opened 
    19 days ago
  • #1006

Safe-DS/Library
Aggregation

Is your feature request related to a problem? Besides the explicit methods of Column, we do not support aggregation yet. Desired solution - New subclass of Cell: AggregatedCell or AggregationCell. ...
  • lars-reimann
  • Opened 
    19 days ago
  • #1005

Safe-DS/Library
Multilabel classification / multioutput regression

Is your feature request related to a problem? Our dataset classes assume that models should only predict a single value per instance. Multioutput problems are not supported yet. Desired solution Allow ...
  • lars-reimann
  • Opened 
    19 days ago
  • #1004

Safe-DS/Library
Composite column types

Is your feature request related to a problem? polars can handle composite column types, like list/array/struct. Desired solution - Also add them to our ColumnType class. - Add methods to work with ...
  • lars-reimann
  • Opened 
    19 days ago
  • #1003

Safe-DS/Library
Rename multiple columns at once?

Is your feature request related to a problem? Columns of a table must currently be renamed one by one. Desired solution Consider adding a function to rename multiple columns, e.g. using a dictionary ...
  • lars-reimann
  • Opened 
    19 days ago
  • #1002

Safe-DS/Library
Use new polars `remove` method

It has different semantics concerning null values. Add tests for such cases, too.
cleanup 🧹
  • lars-reimann
  • Opened 
    25 days ago
  • #998

Safe-DS/Library
Set plot size

Is your feature request related to a problem? Plot size is fixed. Desired solution Add an optional parameter to set the size of each plot. Possible alternatives (optional) No response Screenshots ...
  • lars-reimann
  • Opened 
    on Feb 26
  • #992

Safe-DS/Library
Stabilize the API

Stabilize the API to prepare for a 1.0.0 release. This includes checking the design, adding missing tests, and adding missing documentation. If a part of the API is not stable yet, it should be marked ...
breaking change ⚡
documentation 📖
testing 🧪
  • lars-reimann
  • Opened 
    on Jan 6
  • #977

Safe-DS/Library
Compose transformers and classical models

Is your feature request related to a problem? It would be nice to be able to compose transformers and a classical model, so they can be fitted in one step. Desired solution Add classes TransformingClassifier ...
  • lars-reimann
  • Opened 
    on Nov 26, 2024
  • #958

Safe-DS/Library
Conditionals in cells

Is your feature request related to a problem? Besides Cell.first_not_none, there is no conditional execution for cells. Desired solution Add new structures, e.g. via methods when and otherwise, to encode ...
  • lars-reimann
  • Opened 
    on Nov 26, 2024
  • #956
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