Updating README file

README.md

@@ -1,7 +1,45 @@
-# ModelBasedCF
+# ModelBasedCF.jl
 
-[![Build Status](https://travis-ci.org/filipebraida/ModelBasedCF.jl.svg?branch=master)](https://travis-ci.org/filipebraida/ModelBasedCF.jl)
+*Model based algorithms for Collaborative Filtering in Julia*
 
-[![Coverage Status](https://coveralls.io/repos/filipebraida/ModelBasedCF.jl/badge.svg?branch=master&service=github)](https://coveralls.io/github/filipebraida/ModelBasedCF.jl?branch=master)
+| **Build Status**                                                                                |
+|:-----------------------------------------------------------------------------------------------:|
+| [![][docs-dev-img]][docs-dev-url] | [![][travis-img]][travis-url] [![][coverage-img]][coverage-url] [![][codecov-img]][codecov-url] |
 
-[![codecov.io](http://codecov.io/github/filipebraida/ModelBasedCF.jl/coverage.svg?branch=master)](http://codecov.io/github/filipebraida/ModelBasedCF.jl?branch=master)
+
+## Installation
+
+The package can be installed with the Julia package manager.
+From the Julia REPL, type `]` to enter the Pkg REPL mode and run:
+
+```
+pkg> add ModelBasedCF
+```
+
+Or, equivalently, via the `Pkg` API:
+
+```julia
+julia> import Pkg; Pkg.add("ModelBasedCF")
+```
+
+[contrib-url]: https://juliadocs.github.io/Documenter.jl/latest/man/contributing/
+
+[docs-dev-img]: https://img.shields.io/badge/docs-dev-blue.svg
+[docs-dev-url]: https://juliarecsys.github.io/ModelBasedCF.jl/latest
+
+[docs-stable-img]: https://img.shields.io/badge/docs-stable-blue.svg
+[docs-stable-url]: https://juliarecsys.github.io/ModelBasedCF.jl/stable
+
+[travis-img]: https://travis-ci.org/JuliaRecsys/ModelBasedCF.jl.svg?branch=master
+[travis-url]: https://travis-ci.org/JuliaRecsys/ModelBasedCF.jl
+
+[appveyor-img]: https://ci.appveyor.com/api/projects/status/xx7nimfpnl1r4gx0?svg=true
+[appveyor-url]: https://ci.appveyor.com/project/JuliaDocs/documenter-jl
+
+[codecov-img]: https://codecov.io/gh/JuliaRecsys/ModelBasedCF.jl/branch/master/graph/badge.svg
+[codecov-url]: https://codecov.io/gh/JuliaRecsys/ModelBasedCF.jl
+
+[coverage-img]: https://coveralls.io/repos/JuliaRecsys/ModelBasedCF.jl/badge.svg?branch=master&service=github
+[coverage-url]: https://coveralls.io/github/JuliaRecsys/ModelBasedCF.jl?branch=master
+
+[issues-url]: https://github.com/JuliaRecsys/ModelBasedCF.jl/issues