handled review comments

Author: robdeltares

readme.md

@@ -0,0 +1,40 @@
+# Probabilistic Library
+
+This is the repository of the Probabilistic Library of Deltares.
+
+The library provides a set of routines that enable reliability, uncertainty, and sensitivity analyses.
+
+## Scientific background
+
+The scientific background can be found here:
+[scientific_background.pdf](https://github.com/Deltares/ProbabilisticLibrary/releases/download/25.3.1/scientific_background.pdf)
+
+## Python wrapper
+
+You can access the routines of the library using a Python wrapper. 
+A description of the Python classes is given here:
+[API documentation](https://deltares.github.io/ProbabilisticLibrary/api_reference/index.html.html)
+
+### Installation
+
+The installation file can be found in the [Python Package Index](https://pypi.org/project/probabilistic-library).
+The Probabilistic Library should be installed with pip, see the [getting started](https://deltares.github.io/ProbabilisticLibrary/installation.html#install-using-pip) explanation.
+
+### Tutorials
+
+See the [Tutorials](https://deltares.github.io/ProbabilisticLibrary/tutorials/tutorials.html) for several demonstrations and instructions on how to use the Probabilistic Library. Jupyter notebooks are available for each item and demonstrate how to use the Probabilistic Library.
+
+## License
+
+This library is released under the LGPL license. For full text of this license, refer to the [LICENSE](LICENSE) file.
+
+## Developers section
+
+Please check our [Wiki](https://github.com/Deltares/ProbabilisticLibrary/wiki) for more details.
+
+## Contact
+For the wheel or additional information, contact:
+* Edwin Spee
+* Rob Brinkman
+* Karolina Wojciechowska
+* Matthias Hauth

web/_resources/scientific_background.pdf

@@ -28,7 +28,7 @@ It consists of the following components:
 
 Together, these components allow users to move seamlessly from exploratory analysis to automated workflows and large-scale studies.
 
-The algorithms implemented in the Probabilistic Suite are described in detail in the `scientific background <./_static/scientific_background.pdf>`_.
+The algorithms implemented in the Probabilistic Suite are described in detail in the `scientific background <https://github.com/Deltares/ProbabilisticLibrary/releases/download/25.3.1/scientific_background.pdf>`_.
 
 
 ----

web/index.rst

@@ -1,7 +1,7 @@
 
 # Functionality
 
-The batch file `run_tutorials.bat` generates the rst file for the tutorials (`tutorials.rst`) and all needed image files. The files are placed in the [directory](https://github.com/Deltares/ProbabilisticLibrary/tree/master/web/gallery). After running the batch file, the gallery contents should be pushed to the repository.
+The batch file `run_tutorials.bat` generates the rst file for the tutorials (`tutorials.rst`) and all needed image files. The files are placed in the [directory](https://github.com/Deltares/ProbabilisticLibrary/tree/master/web/tutorials). After running the batch file, the tutorials contents should be pushed to the repository.
 
 # Requirements