feat: Stubs for safe-ds version 0.22.1

docs/api/SUMMARY.md

@@ -9,12 +9,14 @@ search:
             - containers
                 - [Image](safeds/data/image/containers/Image.md)
                 - [ImageList](safeds/data/image/containers/ImageList.md)
+        - labeled
+            - containers
+                - [TabularDataset](safeds/data/labeled/containers/TabularDataset.md)
         - tabular
             - containers
                 - [Column](safeds/data/tabular/containers/Column.md)
                 - [Row](safeds/data/tabular/containers/Row.md)
                 - [Table](safeds/data/tabular/containers/Table.md)
-                - [TaggedTable](safeds/data/tabular/containers/TaggedTable.md)
                 - [TimeSeries](safeds/data/tabular/containers/TimeSeries.md)
             - transformation
                 - [Discretizer](safeds/data/tabular/transformation/Discretizer.md)
@@ -79,6 +81,10 @@ search:
                 - [SupportVectorMachineRegressor](safeds/ml/classical/regression/SupportVectorMachineRegressor.md)
         - nn
             - [ForwardLayer](safeds/ml/nn/ForwardLayer.md)
+            - [InputConversion](safeds/ml/nn/InputConversion.md)
+            - [InputConversionTable](safeds/ml/nn/InputConversionTable.md)
             - [Layer](safeds/ml/nn/Layer.md)
             - [NeuralNetworkClassifier](safeds/ml/nn/NeuralNetworkClassifier.md)
             - [NeuralNetworkRegressor](safeds/ml/nn/NeuralNetworkRegressor.md)
+            - [OutputConversion](safeds/ml/nn/OutputConversion.md)
+            - [OutputConversionTable](safeds/ml/nn/OutputConversionTable.md)

docs/api/safeds/data/labeled/containers/TabularDataset.md

@@ -0,0 +1,101 @@
+# `#!sds class` TabularDataset {#safeds.data.labeled.containers.TabularDataset data-toc-label='TabularDataset'}
+
+A tabular dataset maps feature columns to a target column.
+
+Create a tabular dataset from a mapping of column names to their values.
+
+**Parameters:**
+
+| Name | Type | Description | Default |
+|------|------|-------------|---------|
+| `data` | `#!sds union<Map<String, List<Any>>, Table>` | The data. | - |
+| `targetName` | [`String`][safeds.lang.String] | Name of the target column. | - |
+| `extraNames` | [`List<String>`][safeds.lang.List] | Names of the columns that are neither features nor target. If None, no extra columns are used, i.e. all but the target column are used as features. | `#!sds []` |
+
+**Examples:**
+
+```sds hl_lines="2"
+pipeline example {
+    val dataset = TabularDataset(
+        {"id": [1, 2, 3], "feature": [4, 5, 6], "target": [1, 2, 3]},
+        targetName="target",
+        extraNames=["id"]
+    );
+}
+```
+
+??? quote "Stub code in `tabular_dataset.sdsstub`"
+
+    ```sds linenums="27"
+    class TabularDataset(
+        data: union<Map<String, List<Any>>, Table>,
+        @PythonName("target_name") targetName: String,
+        @PythonName("extra_names") extraNames: List<String> = []
+    ) {
+        /**
+         * The feature columns of the tabular dataset.
+         */
+        attr features: Table
+        /**
+         * The target column of the tabular dataset.
+         */
+        attr target: Column
+        /**
+         * Additional columns of the tabular dataset that are neither features nor target.
+         *
+         * These can be used to store additional information about instances, such as IDs.
+         */
+        attr extras: Table
+
+        /**
+         * Return a new `Table` containing the feature columns and the target column.
+         *
+         * The original `TabularDataset` is not modified.
+         *
+         * @result table A table containing the feature columns and the target column.
+         */
+        @Pure
+        @PythonName("to_table")
+        fun toTable() -> table: Table
+    }
+    ```
+
+## `#!sds attr` extras {#safeds.data.labeled.containers.TabularDataset.extras data-toc-label='extras'}
+
+Additional columns of the tabular dataset that are neither features nor target.
+
+These can be used to store additional information about instances, such as IDs.
+
+**Type:** [`Table`][safeds.data.tabular.containers.Table]
+
+## `#!sds attr` features {#safeds.data.labeled.containers.TabularDataset.features data-toc-label='features'}
+
+The feature columns of the tabular dataset.
+
+**Type:** [`Table`][safeds.data.tabular.containers.Table]
+
+## `#!sds attr` target {#safeds.data.labeled.containers.TabularDataset.target data-toc-label='target'}
+
+The target column of the tabular dataset.
+
+**Type:** [`Column<Any?>`][safeds.data.tabular.containers.Column]
+
+## `#!sds fun` toTable {#safeds.data.labeled.containers.TabularDataset.toTable data-toc-label='toTable'}
+
+Return a new `Table` containing the feature columns and the target column.
+
+The original `TabularDataset` is not modified.
+
+**Results:**
+
+| Name | Type | Description |
+|------|------|-------------|
+| `table` | [`Table`][safeds.data.tabular.containers.Table] | A table containing the feature columns and the target column. |
+
+??? quote "Stub code in `tabular_dataset.sdsstub`"
+
+    ```sds linenums="54"
+    @Pure
+    @PythonName("to_table")
+    fun toTable() -> table: Table
+    ```

docs/api/safeds/data/tabular/containers/Column.md

@@ -347,6 +347,27 @@ pipeline example {
         @Pure
         fun minimum() -> minimum: Float
 
+        /**
+         * Return the number of missing values in the column.
+         *
+         * @result count The number of missing values.
+         *
+         * @example
+         * pipeline example {
+         *     val column = Column("test", [1, 2, 3, 4]);
+         *     val missingValueCount = column.missingValueCount(); // 0
+         * }
+         *
+         * @example
+         * pipeline example {
+         *     val column = Column("test", [1, 2, 3, null]);
+         *     val missingValueCount = column.missingValueCount(); // 1
+         * }
+         */
+        @Pure
+        @PythonName("missing_value_count")
+        fun missingValueCount() -> count: Int
+
         /**
          * Return the ratio of missing values to the total number of elements in the column.
          *
@@ -923,6 +944,39 @@ pipeline example {
     fun minimum() -> minimum: Float
     ```
 
+## `#!sds fun` missingValueCount {#safeds.data.tabular.containers.Column.missingValueCount data-toc-label='missingValueCount'}
+
+Return the number of missing values in the column.
+
+**Results:**
+
+| Name | Type | Description |
+|------|------|-------------|
+| `count` | [`Int`][safeds.lang.Int] | The number of missing values. |
+
+**Examples:**
+
+```sds hl_lines="3"
+pipeline example {
+    val column = Column("test", [1, 2, 3, 4]);
+    val missingValueCount = column.missingValueCount(); // 0
+}
+```
+```sds hl_lines="3"
+pipeline example {
+    val column = Column("test", [1, 2, 3, null]);
+    val missingValueCount = column.missingValueCount(); // 1
+}
+```
+
+??? quote "Stub code in `column.sdsstub`"
+
+    ```sds linenums="355"
+    @Pure
+    @PythonName("missing_value_count")
+    fun missingValueCount() -> count: Int
+    ```
+
 ## `#!sds fun` missingValueRatio {#safeds.data.tabular.containers.Column.missingValueRatio data-toc-label='missingValueRatio'}
 
 Return the ratio of missing values to the total number of elements in the column.
@@ -950,7 +1004,7 @@ pipeline example {
 
 ??? quote "Stub code in `column.sdsstub`"
 
-    ```sds linenums="355"
+    ```sds linenums="376"
     @Pure
     @PythonName("missing_value_ratio")
     fun missingValueRatio() -> missinValueRatio: Float
@@ -983,7 +1037,7 @@ pipeline example {
 
 ??? quote "Stub code in `column.sdsstub`"
 
-    ```sds linenums="376"
+    ```sds linenums="397"
     @Pure
     fun mode() -> mode: List<T>
     ```
@@ -1049,7 +1103,7 @@ pipeline example {
 
 ??? quote "Stub code in `column.sdsstub`"
 
-    ```sds linenums="461"
+    ```sds linenums="482"
     @Pure
     @PythonName("plot_boxplot")
     fun plotBoxplot() -> boxplot: Image
@@ -1076,7 +1130,7 @@ pipeline example {
 
 ??? quote "Stub code in `column.sdsstub`"
 
-    ```sds linenums="476"
+    ```sds linenums="497"
     @Pure
     @PythonName("plot_histogram")
     fun plotHistogram() -> histogram: Image
@@ -1153,7 +1207,7 @@ pipeline example {
 
 ??? quote "Stub code in `column.sdsstub`"
 
-    ```sds linenums="404"
+    ```sds linenums="425"
     @Pure
     fun stability() -> stability: Float
     ```
@@ -1179,7 +1233,7 @@ pipeline example {
 
 ??? quote "Stub code in `column.sdsstub`"
 
-    ```sds linenums="418"
+    ```sds linenums="439"
     @Pure
     @PythonName("standard_deviation")
     fun standardDeviation() -> standardDeviation: Float
@@ -1206,7 +1260,7 @@ pipeline example {
 
 ??? quote "Stub code in `column.sdsstub`"
 
-    ```sds linenums="433"
+    ```sds linenums="454"
     @Pure
     fun sum() -> sum: Float
     ```
@@ -1232,7 +1286,7 @@ pipeline example {
 
 ??? quote "Stub code in `column.sdsstub`"
 
-    ```sds linenums="491"
+    ```sds linenums="512"
     @Pure
     @PythonName("to_html")
     fun toHtml() -> html: String
@@ -1301,7 +1355,7 @@ pipeline example {
 
 ??? quote "Stub code in `column.sdsstub`"
 
-    ```sds linenums="447"
+    ```sds linenums="468"
     @Pure
     fun variance() -> variance: Float
     ```