+
Built for Speed
+Polymer 1.0 replaces the shadow DOM polyfill with a lightweight shim, uses a new, faster data-binding system, and significantly reduces code size.
+
-
-[](#contributors-)
-
-
-# CosmoStat Tutorials
----
-
-CosmoStat is committed to the philosophy of reproducible research, endeavouring
-to provide source code and data for all publications. In this spirit, we have
-additionally put significant effort into providing useful educational
-materials. The aim being to provide other researchers with an in-depth
-understanding of the various tools we use in our work.
-
-We always welcome new tutorial requests, just click [here](https://github.com/CosmoStat/Tutorials/issues/new?assignees=&labels=tutorial+request&template=tutorial-request.md&title=%5BTutorial%5D+Your+idea+for+a+tutorial).
-
-## Contents
-
-### Data Science
-
-1. **[Introduction to Python](https://github.com/CosmoStat/Tutorials/tree/python)** | [](https://github.com/CosmoStat/Tutorials/tree/python) [](https://www.youtube.com/watch?v=cbekcGxm70Q&list=PLquvp9RIoLGBFfsz8dqzPtLeaEngHYybM) [](https://mybinder.org/v2/gh/CosmoStat/Tutorials/tree/python)
- *Authors:* [@sfarrens](https://github.com/sfarrens), [@santiagocasas](https://github.com/santiagocasas)
- * [Tutorial 1: Beginner Topics](https://github.com/CosmoStat/Tutorials/tree/python#tutorial-1-beginner-topics)
- The objective of this tutorial is to provide a first look at Python for beginners. The level is aimed at individuals with little or no experience whatsoever with Python. Experienced users are unlikely to benefit from this tutorial.
- * [Tutorial 2: Intermediate and Advanced Topics](https://github.com/CosmoStat/Tutorials/tree/python#tutorial-2-intermediate-and-advanced-topics)
- The objective of this tutorial is to provide a more in-depth look at object-oriented and pythonic coding. The level is aimed at individuals with some experience with Python and good knowledge of basic object types. This tutorial will likely benefit all except the most advanced users.
-
-2. **[C++](https://github.com/CosmoStat/Tutorials/tree/CPlusPlus)** | [](https://github.com/CosmoStat/Tutorials/tree/CPlusPlus) [](https://www.youtube.com/watch?v=47Ldg6i2B8Y&list=PLquvp9RIoLGD5yDykupoCueNp2EHEjuZB)
- *Authors:* [@kansal9](https://github.com/kansal9)
- This tutorial aims to help newcomers learn C++ and solve their programming problems. It is assumed that readers are already familiar with C, or at least that they do not have any difficulty reading C code. In other words, those who have experience in C and peo·ple who desire to quickly understand the features of modern C++ in a short period of time are well suited to follow this tutorial.
-
-3. **[Sparsity](https://github.com/CosmoStat/Tutorials/tree/ada)** | [](https://github.com/CosmoStat/Tutorials/tree/ada) [](https://mybinder.org/v2/gh/CosmoStat/Tutorials/ada)
- *Authors:* [@sfarrens](https://github.com/sfarrens)
- This tutorial is comprised of a series of Jupyter notebooks that demonstrate how the tools implemented in sparsity work as well as showing the applicability of these tools to various simple problems.
-
-4. **[Low-Rank](https://github.com/CosmoStat/Tutorials/tree/low-rank)** | [](https://github.com/CosmoStat/Tutorials/tree/low-rank) [](https://mybinder.org/v2/gh/CosmoStat/Tutorials/low-rank)
- *Authors:* [@sfarrens](https://github.com/sfarrens)
- The objective is to provide a beginner level introduction to the concept of low-rank approximation, in particular as a regularisation method for solving linear inverse problems.
-
-5. **[TensorFlow](https://github.com/CosmoStat/Tutorials/tree/tensorflow-tutorial)** | [](https://github.com/CosmoStat/Tutorials/tree/tensorflow-tutorial)
- *Authors:* [@zaccharieramzi](https://github.com/zaccharieramzi), [@EiffL](https://github.com/EiffL)
- * *First Steps with TensorFlow*: [](https://www.youtube.com/watch?v=kawHQpxytLo) [](https://colab.research.google.com/github/CosmoStat/Tutorials/blob/tensorflow-tutorial/TensorFlowFirstSteps.ipynb)
- A short introduction to the basic concepts underpinning TensorFlow, in particular automatic differentation.
- * *MRI reconstruction with TensorFlow*: [](https://www.youtube.com/watch?v=HqNm5fowdTU) [](https://colab.research.google.com/github/CosmoStat/Tutorials/blob/tensorflow-tutorial/MRIReconstructionWithTensorflow.ipynb)
- An illustration of how to use TensorFlow to solve a toy MRI reconstruction problem using classical iterative reconstructions, and a deep learning approach.
-
-### Software carpentries
-
-1. **[Git Tutorial](https://github.com/zaccharieramzi/git-tuto)** | [](https://github.com/zaccharieramzi/git-tuto) [](https://docs.google.com/presentation/d/1vfsG__2-T7xJYGKFs9HfPKmaoMN1Je0V0h7gLyiY1AU/edit?usp=sharing) [](https://www.youtube.com/watch?v=S1A2qSA0TWo)
- *Authors:* [@zaccharieramzi](https://github.com/zaccharieramzi)
- This tutorial will help you practice the basics of the GitHub flow and how to work on open source projects.
-
-2. **[Jekyll Tutorial](https://github.com/sfarrens/jekyll_tutorial)** | [](https://github.com/sfarrens/jekyll_tutorial) [](https://www.youtube.com/watch?v=qRxbbSaVW7M)
- *Authors:* [@sfarrens](https://github.com/sfarrens)
- The objective of this tutorial is to introduce Jekyll and show you how to build a website that you can host on GitHub for free.
-
-3. **[Make and CMake Tutorial](https://github.com/sfarrens/make-tutorial)** | [](https://github.com/sfarrens/make-tutorial) [](https://www.youtube.com/watch?v=K27-uncFZgM)
- *Authors:* [@sfarrens](https://github.com/sfarrens)
- This tutorial is designed to provide a first look at using Make and CMake to build C/C++ projects.
-
-4. **[Introduction to Docker for Data Scientists](https://cosmostat.github.io/Tutorials/docker/docker-introduction)** | [](https://github.com/CosmoStat/Tutorials/tree/docker) [](https://www.youtube.com/watch?v=N7cYFfIWjdw)
- *Authors:* [@EiffL](https://github.com/EiffL)
- This tutorial demonstrates how to create a Docker container to distribute a complete Jupyter notebook environment.
-
-## Contributors ✨
-
-Thanks goes to these wonderful people ([emoji key](https://allcontributors.org/docs/en/emoji-key)):
-
-
-
-
- Samuel Farrens 🖋 🤔 🚧 |
-  Santiago Casas 🖋 🤔 |
-  Zaccharie Ramzi 🖋 🤔 |
-  Francois Lanusse 🤔 🚧 |
-  Vanshika Kansal 🖋 |
-
](https://polymerelements.github.io/app-layout/)
+
+https://polymerelements.github.io/app-layout/
+
+For additional documentation, please check out [Responsive app layout](https://www.polymer-project.org/1.0/toolbox/app-layout).
+
+A set of layout elements for your app. It includes:
+
+- [app-box](/app-box) - A container element that can have scroll effects - visual effects based on scroll position.
+
+- [app-drawer](/app-drawer) - A navigation drawer that can slide in from the left or right.
+
+- [app-drawer-layout](/app-drawer-layout) - A wrapper element that positions an app-drawer and other content.
+
+- [app-grid](/app-grid) - A helper class useful for creating responsive, fluid grid layouts using custom properties.
+
+- [app-header](/app-header) - A container element for app-toolbars at the top of the screen that can have scroll effects - visual effects based on scroll position.
+
+- [app-header-layout](/app-header-layout) - A wrapper element that positions an app-header and other content.
+
+- [app-scrollpos-control](/app-scrollpos-control) - A manager for saving and restoring the scroll position when multiple pages are sharing the same document scroller.
+
+- [app-toolbar](/app-toolbar) - A horizontal toolbar containing items that can be used for label, navigation, search and actions.
+
+### Install
+
+```bash
+$ bower install PolymerElements/app-layout --save
+```
+
+### Import
+
+```html
+
+```
diff --git a/bower_components/app-layout/app-box/README.md b/bower_components/app-layout/app-box/README.md
new file mode 100644
index 0000000..ecdd77e
--- /dev/null
+++ b/bower_components/app-layout/app-box/README.md
@@ -0,0 +1,43 @@
+##<app-box>
+
+app-box is a container element that can have scroll effects - visual effects based on
+scroll position. For example, the parallax effect can be used to move an image at a slower
+rate than the foreground.
+
+```html
+
+Polymer 1.0 replaces the shadow DOM polyfill with a lightweight shim, uses a new, faster data-binding system, and significantly reduces code size.
+
+ Polymer is built from the ground up for modern browsers, using the latest web platform APIs. Polyfills provide support on evergreen browsers for APIs that aren't universal yet.
+Polymer leverages web components, a new set of standards designed to provide reusable components for the web.
+The Polymer library makes it easy to create your own powerful elements. Give your element some markup and properties, and then use it on a site. Polymer provides useful features like templating and data binding to reduce the amount of boilerplate you need to write.
+Polymer 1.0 replaces the shadow DOM polyfill with a lightweight shim, uses a new, faster data-binding system, and significantly reduces code size.
+
+ Polymer is built from the ground up for modern browsers, using the latest web platform APIs. Polyfills provide support on evergreen browsers for APIs that aren't universal yet.
+Polymer leverages web components, a new set of standards designed to provide reusable components for the web.
+The Polymer library makes it easy to create your own powerful elements. Give your element some markup and properties, and then use it on a site. Polymer provides useful features like templating and data binding to reduce the amount of boilerplate you need to write.
+Content
+