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Release of version 0.13.0 #149

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Jun 18, 2023
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Release of version 0.13.0 #149

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40 changes: 20 additions & 20 deletions doc/reproducibility.rst
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Original file line number Diff line number Diff line change
Expand Up @@ -81,7 +81,7 @@ The metrics used are:
* Dynamic Time Warping (DTW), and
* Dynamic Time Warping with a learned warping window (DTW(w)).

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/KNN.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/KNN.ipynb>`__

+------------------+---------------+-----------+----------------+------------+-------------------+----------------+
| Name | ED (reported) | ED (pyts) | DTW (reported) | DTW (pyts) | DTW(w) (reported) | DTW(w) (pyts) |
Expand All @@ -103,7 +103,7 @@ The metrics used are:
Bag-of-Patterns transformer followed by a 1NN classifier using Euclidean distance
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/Bag-of-Patterns.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/Bag-of-Patterns.ipynb>`__

+------------------+----------------------------+------------------------+
| Name | Bag-of-Patterns (reported) | Bag-of-Patterns (pyts) |
Expand All @@ -125,7 +125,7 @@ Bag-of-Patterns transformer followed by a 1NN classifier using Euclidean distanc
BOSS transformer followed by a 1NN classifier using the BOSS metric
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/BOSS.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/BOSS.ipynb>`__

+------------------+-----------------+-------------+
| Name | BOSS (reported) | BOSS (pyts) |
Expand All @@ -147,7 +147,7 @@ BOSS transformer followed by a 1NN classifier using the BOSS metric
BOSSVS classifier
^^^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/BOSSVS.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/BOSSVS.ipynb>`__

+------------------+-------------------+---------------+
| Name | BOSSVS (reported) | BOSSVS (pyts) |
Expand All @@ -169,20 +169,20 @@ BOSSVS classifier
Learning-Shapelet classifier
^^^^^^^^^^^^^^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/LearningShapelet.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/LearningShapelet.ipynb>`__

+------------------+------------------------------+--------------------------+
| Name | LearningShapelet (reported) | LearningShapelet (pyts) |
+==================+==============================+==========================+
| Adiac | 0.5274 | 0.527 |
| Adiac | 0.5274 | 0.537 |
+------------------+------------------------------+--------------------------+
| ECG200 | 0.8714 | 0.860 |
+------------------+------------------------------+--------------------------+
| GunPoint | 0.9826 | 0.987 |
| GunPoint | 0.9826 | 0.973 |
+------------------+------------------------------+--------------------------+
| MiddlePhalanxTW | 0.5403 | 0.552 |
| MiddlePhalanxTW | 0.5403 | 0.494 |
+------------------+------------------------------+--------------------------+
| Plane | 0.9948 | 0.990 |
| Plane | 0.9948 | 0.981 |
+------------------+------------------------------+--------------------------+
| SyntheticControl | 0.9946 | 0.990 |
+------------------+------------------------------+--------------------------+
Expand All @@ -191,29 +191,29 @@ Learning-Shapelet classifier
ROCKET transformer followed by a Ridge Classifier with built-in cross-validation
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/ROCKET.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/ROCKET.ipynb>`__

+------------------+------------------------------+--------------------------+
| Name | ROCKET (reported) | ROCKET (pyts) |
+==================+==============================+==========================+
| Adiac | 0.7847 | 0.785 |
| Adiac | 0.7847 | 0.808 |
+------------------+------------------------------+--------------------------+
| ECG200 | 0.9060 | 0.910 |
| ECG200 | 0.9060 | 0.850 |
+------------------+------------------------------+--------------------------+
| GunPoint | 1.0000 | 1.000 |
| GunPoint | 1.0000 | 0.987 |
+------------------+------------------------------+--------------------------+
| MiddlePhalanxTW | 0.5558 | 0.565 |
| MiddlePhalanxTW | 0.5558 | 0.571 |
+------------------+------------------------------+--------------------------+
| Plane | 1.0000 | 1.000 |
+------------------+------------------------------+--------------------------+
| SyntheticControl | 0.8733 | 1.000 |
| SyntheticControl | 0.8733 | 0.983 |
+------------------+------------------------------+--------------------------+


SAXVSM classifier
^^^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/SAXVSM.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/SAXVSM.ipynb>`__

+------------------+------------------------------+--------------------------+
| Name | SAXVSM (reported) | SAXVSM (pyts) |
Expand All @@ -235,7 +235,7 @@ SAXVSM classifier
ShapeletTransform transformer followed by a Support Vector Machine with a linear kernel
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/ShapeletTransform.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/ShapeletTransform.ipynb>`__

+------------------+------------------------------+--------------------------+
| Name | ShapeletTransform (reported) | ShapeletTransform (pyts) |
Expand All @@ -257,7 +257,7 @@ ShapeletTransform transformer followed by a Support Vector Machine with a linear
TimeSeriesForest classifier
^^^^^^^^^^^^^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/TimeSeriesForest.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/TimeSeriesForest.ipynb>`__

+------------------+------------------------------+--------------------------+
| Name | TimeSeriesForest (reported) | TimeSeriesForest (pyts) |
Expand All @@ -279,7 +279,7 @@ TimeSeriesForest classifier
TSBF classifier
^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/TSBF.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/TSBF.ipynb>`__

+------------------+------------------------------+--------------------------+
| Name | TSBF (reported) | TSBF (pyts) |
Expand All @@ -301,7 +301,7 @@ TSBF classifier
WEASEL transformer followed by a logistic regression
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.12.0/WEASEL.ipynb>`__
`Link to the notebook <https://github.com/johannfaouzi/pyts-repro/blob/master/0.13.0/WEASEL.ipynb>`__

+------------------+-------------------+---------------+
| Name | WEASEL (reported) | WEASEL (pyts) |
Expand Down
2 changes: 1 addition & 1 deletion pyts/__init__.py
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Expand Up @@ -7,7 +7,7 @@
several tools to perform these transformations.
"""

__version__ = '0.12.0'
__version__ = '0.13.0'

__all__ = ['approximation', 'bag_of_words', 'classification', 'datasets',
'decomposition', 'image', 'metrics', 'multivariate',
Expand Down