[DOC] author credits to tslearn authors (#6269)

With increased visibility of the authors field in the docs (e.g., in the
reworked [estimator
overview](https://www.sktime.net/en/latest/estimator_overview.html)), we
should make sure it properly reflects contribution. Also see #5938.

This adds upstream authors to the author fields of interfaced estimators
from `tslearn` - based on best guesses inferred from author strings and
commit history.

sktime/classification/distance_based/_time_series_neighbors_tslearn.py

@@ -4,7 +4,7 @@
 
 
 class KNeighborsTimeSeriesClassifierTslearn(_TslearnAdapter, BaseClassifier):
-    """K-nearest neighbors Time Series Classifier.
+    """K-nearest neighbors Time Series Classifier, from tslearn.
 
     Direct interface to ``tslearn.neighbors.KNeighborsTimeSeriesClassifier``.
 
@@ -60,7 +60,7 @@ class KNeighborsTimeSeriesClassifierTslearn(_TslearnAdapter, BaseClassifier):
     _tags = {
         # packaging info
         # --------------
-        "authors": "fkiraly",
+        "authors": ["rtavenar", "fkiraly"],  # rtavenar credit for interfaced code
         "python_dependencies": "tslearn",
         # estimator type
         # --------------

sktime/clustering/k_means/_k_means_tslearn.py

@@ -6,7 +6,7 @@
 
 
 class TimeSeriesKMeansTslearn(_TslearnAdapter, BaseClusterer):
-    """K-means clustering for time-series data.
+    """K-means clustering for time-series data, from tslearn.
 
     Direct interface to ``tslearn.clustering.TimeSeriesKMeans``.
 
@@ -102,7 +102,7 @@ class TimeSeriesKMeansTslearn(_TslearnAdapter, BaseClusterer):
     _tags = {
         # packaging info
         # --------------
-        "authors": "fkiraly",
+        "authors": ["rtavenar", "fkiraly"],  # rtavenar credit for interfaced code
         "python_dependencies": "tslearn",
         # estimator type
         # --------------

sktime/clustering/k_shapes.py

@@ -9,7 +9,7 @@
 
 
 class TimeSeriesKShapes(_TslearnAdapter, BaseClusterer):
-    """Kshape clustering for time series.
+    """K-shape clustering for time series, from tslearn.
 
     Direct interface to ``tslearn.clustering.KShape``.
 
@@ -52,7 +52,7 @@ class TimeSeriesKShapes(_TslearnAdapter, BaseClusterer):
     _tags = {
         # packaging info
         # --------------
-        "authors": "fkiraly",
+        "authors": ["rtavenar", "fkiraly"],  # rtavenar credit for interfaced code
         "python_dependencies": "tslearn",
         # estimator type
         # --------------

sktime/clustering/kernel_k_means.py

@@ -9,7 +9,9 @@
 
 
 class TimeSeriesKernelKMeans(_TslearnAdapter, BaseClusterer):
-    """Kernel algorithm wrapper tslearns implementation.
+    """Kernel k-means clustering, from tslearn.
+
+    Direct interface to ``tslearn.clustering.KernelKMeans``.
 
     Parameters
     ----------
@@ -67,7 +69,7 @@ class TimeSeriesKernelKMeans(_TslearnAdapter, BaseClusterer):
     _tags = {
         # packaging info
         # --------------
-        "authors": "fkiraly",
+        "authors": ["rtavenar", "fkiraly"],  # rtavenar credit for interfaced code
         "python_dependencies": "tslearn",
         # estimator type
         # --------------

sktime/dists_kernels/ctw.py

@@ -53,7 +53,8 @@ class CtwDistTslearn(_TslearnPwTrafoAdapter, BasePairwiseTransformerPanel):
     _tags = {
         # packaging info
         # --------------
-        "authors": ["fkiraly"],
+        "authors": ["rtavenar", "ysoullard", "chusloj", "fkiraly"],
+        # rtavenar, ysoullard, chusloj credit for interfaced code
         "python_dependencies": ["tslearn"],
         # estimator type
         # --------------

sktime/dists_kernels/dtw/_dtw_tslearn.py

@@ -53,7 +53,8 @@ class DtwDistTslearn(_TslearnPwTrafoAdapter, BasePairwiseTransformerPanel):
     _tags = {
         # packaging info
         # --------------
-        "authors": ["fkiraly"],
+        "authors": ["rtavenar", "yanncabanes", "fkiraly"],
+        # rtavenar, yanncabanes credit for interfaced code
         "python_dependencies": ["tslearn"],
         # estimator type
         # --------------

sktime/dists_kernels/gak.py

@@ -37,7 +37,8 @@ class GAKernel(_TslearnPwTrafoAdapter, BasePairwiseTransformerPanel):
     _tags = {
         # packaging info
         # --------------
-        "authors": ["fkiraly"],
+        "authors": ["rtavenar", "yanncabanes", "fkiraly"],
+        # rtavenar, yanncabanes credit for interfaced code
         "python_dependencies": ["tslearn"],
         # estimator type
         # --------------

sktime/dists_kernels/lcss.py

@@ -47,7 +47,7 @@ class LcssTslearn(_TslearnPwTrafoAdapter, BasePairwiseTransformerPanel):
     _tags = {
         # packaging info
         # --------------
-        "authors": ["fkiraly"],
+        "authors": ["danisodu", "rtavenar", "fkiraly"],
         "python_dependencies": ["tslearn"],
         # estimator type
         # --------------