add notebooks to reamde

Author: rflamary

README.md

@@ -77,13 +77,16 @@ The examples folder contain several examples and use case for the library. The f
  Here is a list of the Python notebooks if you want a quick look:
 
 * [1D optimal transport](https://github.com/rflamary/POT/blob/master/examples/Demo_1D_OT.ipynb)
+* [OT Ground Loss](https://github.com/rflamary/POT/blob/master/examples/Demo_Ground_Loss.ipynb)
+* [Multiple EMD computation](https://github.com/rflamary/POT/blob/master/examples/Demo_Compute_EMD.ipynb)
 * [2D optimal transport on empirical distributions](https://github.com/rflamary/POT/blob/master/examples/Demo_2D_OT_samples.ipynb)
 * [1D Wasserstein barycenter](https://github.com/rflamary/POT/blob/master/examples/Demo_1D_barycenter.ipynb)
 * [OT with user provided regularization](https://github.com/rflamary/POT/blob/master/examples/Demo_Optim_OTreg.ipynb)
 * [Domain adaptation with optimal transport](https://github.com/rflamary/POT/blob/master/examples/Demo_2D_OT_DomainAdaptation.ipynb)
 * [Color transfer in images](https://github.com/rflamary/POT/blob/master/examples/Demo_Image_ColorAdaptation.ipynb)
 * [OT mapping estimation for domain adaptation](https://github.com/rflamary/POT/blob/master/examples/Demo_2D_OTmapping_DomainAdaptation.ipynb)
 * [OT mapping estimation for color transfer in images](https://github.com/rflamary/POT/blob/master/examples/Demo_Image_ColorAdaptation_mapping.ipynb)
+* [Wasserstein Discriminant Analysis](https://github.com/rflamary/POT/blob/master/examples/Demo_Wasserstein_Discriminant_Analysis.ipynb)
 
 
 You can also see the notebooks with [Jupyter nbviewer](https://nbviewer.jupyter.org/github/rflamary/POT/tree/master/examples/).

docs/source/readme.rst

@@ -101,6 +101,10 @@ Here is a list of the Python notebooks if you want a quick look:
 
 -  `1D optimal
    transport <https://github.com/rflamary/POT/blob/master/examples/Demo_1D_OT.ipynb>`__
+-  `OT Ground
+   Loss <https://github.com/rflamary/POT/blob/master/examples/Demo_Ground_Loss.ipynb>`__
+-  `Multiple EMD
+   computation <https://github.com/rflamary/POT/blob/master/examples/Demo_Compute_EMD.ipynb>`__
 -  `2D optimal transport on empirical
    distributions <https://github.com/rflamary/POT/blob/master/examples/Demo_2D_OT_samples.ipynb>`__
 -  `1D Wasserstein
@@ -115,6 +119,8 @@ Here is a list of the Python notebooks if you want a quick look:
    adaptation <https://github.com/rflamary/POT/blob/master/examples/Demo_2D_OTmapping_DomainAdaptation.ipynb>`__
 -  `OT mapping estimation for color transfer in
    images <https://github.com/rflamary/POT/blob/master/examples/Demo_Image_ColorAdaptation_mapping.ipynb>`__
+-  `Wasserstein Discriminant
+   Analysis <https://github.com/rflamary/POT/blob/master/examples/Demo_Wasserstein_Discriminant_Analysis.ipynb>`__
 
 You can also see the notebooks with `Jupyter
 nbviewer <https://nbviewer.jupyter.org/github/rflamary/POT/tree/master/examples/>`__.