From f6167f5949576a6178667e8d4a09c01e94584d11 Mon Sep 17 00:00:00 2001 From: Gilles Vandewiele Date: Thu, 18 Jun 2020 08:31:41 +0200 Subject: [PATCH] README: Update functionalities & documentation --- README.md | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index b7c90b28f..345cb4a8d 100644 --- a/README.md +++ b/README.md @@ -103,16 +103,17 @@ tslearn further allows to perform all different types of analysis. Examples incl ## Available features -| data | processing | clustering | classification | regression | metrics | -|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------| -| [UCR Datasets](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.datasets.html#module-tslearn.datasets) | [Scaling](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.preprocessing.html#module-tslearn.preprocessing) | [TimeSeriesKMeans](https://tslearn.readthedocs.io/en/stable/gen_modules/clustering/tslearn.clustering.TimeSeriesKMeans.html#tslearn.clustering.TimeSeriesKMeans) | [KNN Classifier](https://tslearn.readthedocs.io/en/stable/gen_modules/neighbors/tslearn.neighbors.KNeighborsTimeSeriesClassifier.html#tslearn.neighbors.KNeighborsTimeSeriesClassifier) | [KNN Regressor](https://tslearn.readthedocs.io/en/stable/gen_modules/neighbors/tslearn.neighbors.KNeighborsTimeSeriesRegressor.html#tslearn.neighbors.KNeighborsTimeSeriesRegressor) | [Dynamic Time Warping](https://tslearn.readthedocs.io/en/stable/gen_modules/metrics/tslearn.metrics.dtw.html#tslearn.metrics.dtw) | -| [Generators](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.generators.html#module-tslearn.generators) | [Piecewise](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.piecewise.html#module-tslearn.piecewise) | [KShape](https://tslearn.readthedocs.io/en/stable/gen_modules/clustering/tslearn.clustering.KShape.html#tslearn.clustering.KShape) | [TimeSeriesSVC](https://tslearn.readthedocs.io/en/stable/gen_modules/svm/tslearn.svm.TimeSeriesSVC.html#tslearn.svm.TimeSeriesSVC) | [TimeSeriesSVR](https://tslearn.readthedocs.io/en/stable/gen_modules/svm/tslearn.svm.TimeSeriesSVR.html#tslearn.svm.TimeSeriesSVR) | [Global Alignment Kernel](https://tslearn.readthedocs.io/en/stable/gen_modules/metrics/tslearn.metrics.gak.html#tslearn.metrics.gak) | -| Conversion([1](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.utils.html#module-tslearn.utils), [2](https://tslearn.readthedocs.io/en/stable/integration_other_software.html)) | | [KernelKmeans](https://tslearn.readthedocs.io/en/stable/gen_modules/clustering/tslearn.clustering.KernelKMeans.html#tslearn.clustering.KernelKMeans) | [ShapeletModel](https://tslearn.readthedocs.io/en/stable/gen_modules/shapelets/tslearn.shapelets.ShapeletModel.html#tslearn.shapelets.ShapeletModel) | | [Barycenters](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.barycenters.html#module-tslearn.barycenters) | +| data | processing | clustering | classification | regression | metrics | +|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------| +| [UCR Datasets](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.datasets.html#module-tslearn.datasets) | [Scaling](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.preprocessing.html#module-tslearn.preprocessing) | [TimeSeriesKMeans](https://tslearn.readthedocs.io/en/stable/gen_modules/clustering/tslearn.clustering.TimeSeriesKMeans.html#tslearn.clustering.TimeSeriesKMeans) | [KNN Classifier](https://tslearn.readthedocs.io/en/stable/gen_modules/neighbors/tslearn.neighbors.KNeighborsTimeSeriesClassifier.html#tslearn.neighbors.KNeighborsTimeSeriesClassifier) | [KNN Regressor](https://tslearn.readthedocs.io/en/stable/gen_modules/neighbors/tslearn.neighbors.KNeighborsTimeSeriesRegressor.html#tslearn.neighbors.KNeighborsTimeSeriesRegressor) | [Dynamic Time Warping](https://tslearn.readthedocs.io/en/stable/gen_modules/metrics/tslearn.metrics.dtw.html#tslearn.metrics.dtw) | +| [Generators](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.generators.html#module-tslearn.generators) | [Piecewise](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.piecewise.html#module-tslearn.piecewise) | [KShape](https://tslearn.readthedocs.io/en/stable/gen_modules/clustering/tslearn.clustering.KShape.html#tslearn.clustering.KShape) | [TimeSeriesSVC](https://tslearn.readthedocs.io/en/stable/gen_modules/svm/tslearn.svm.TimeSeriesSVC.html#tslearn.svm.TimeSeriesSVC) | [TimeSeriesSVR](https://tslearn.readthedocs.io/en/stable/gen_modules/svm/tslearn.svm.TimeSeriesSVR.html#tslearn.svm.TimeSeriesSVR) | [Global Alignment Kernel](https://tslearn.readthedocs.io/en/stable/gen_modules/metrics/tslearn.metrics.gak.html#tslearn.metrics.gak) | +| Conversion([1](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.utils.html#module-tslearn.utils), [2](https://tslearn.readthedocs.io/en/stable/integration_other_software.html)) | | [KernelKmeans](https://tslearn.readthedocs.io/en/stable/gen_modules/clustering/tslearn.clustering.KernelKMeans.html#tslearn.clustering.KernelKMeans) | [ShapeletModel](https://tslearn.readthedocs.io/en/stable/gen_modules/shapelets/tslearn.shapelets.ShapeletModel.html#tslearn.shapelets.ShapeletModel) | [MLP](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.neural_network.html#module-tslearn.neural_network) | [Barycenters](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.barycenters.html#module-tslearn.barycenters) | +| | | | [Early Classification](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.early_classification.html#module-tslearn.early_classification) | | [Matrix Profile](https://tslearn.readthedocs.io/en/stable/gen_modules/tslearn.matrix_profile.html#module-tslearn.matrix_profile) | ## Documentation -The documentation, including a gallery of examples, is hosted at [readthedocs](http://tslearn.readthedocs.io/en/stable/index.html). +The documentation is hosted at [readthedocs](http://tslearn.readthedocs.io/en/stable/index.html). It includes an [API](https://tslearn.readthedocs.io/en/stable/reference.html), [gallery of examples](https://tslearn.readthedocs.io/en/stable/auto_examples/index.html) and a [user guide](https://tslearn.readthedocs.io/en/stable/user_guide/userguide.html). ## Contributing