Add JOSS badge (#54)

* Update dev from master (#47)

* Working version of insert_point

* Fix bug with query and insertpoint

* Cleanup disp and codisp functions

* Reorder methods

* Insertpoint operational, add docstrings

* Small fix

* Remove old files

* Allow empty tree; handle duplicates in insert_point and forget_point

* Account for duplicates in tree construction

* Add ability to print tree

* Update docstrings and minor fixes

* Docstring fix

* Minor fixes

* Bugfix for forget_point

* Add image

* Update readme

* Update README.md

* Type check for point

* Update README.md

* Update README.md

* Store bounding boxes

* Minor changes

* Fix bbox bug, add unit tests

* Add support for CI

* Remove Python 3.7

* Update README.md

* Fix duplicate precision bug

* Fix duplicates issue?

* Use new indexing strategy with forget_point

* Update n bug

* Return 0 for codisp if leaf is root

* Add efficient shingle

* Add sine wave image

* Update README.md

* Minor cleanup

* sklearn test

* Add classification notebook

* Updated gitignore

* Edit classification notebook

* taxi data test

* removed swamp

* taxi data 200 tree run

* IF test

* Add OC-SVM example with sine wave

* Add OC-SVM example with taxi data

* Add IF example with sine wave

* Minor changes

* Minor updates

* Delete old sine_ocsvm_test notebook

* Delete old taxi_ocsvm_test notebook

* Delete old sine_if notebook

* Add IF example with sine wave

* Add OC-SVM example with sine wave

* Add OC-SVM example with taxi data

* Delete old taxi_ocsvm notebook

* Add OC-SVM example with taxi data

* sine wave comaprasion

* table1 notebook

* rrcf notebook

* renamed rrcf

* taxi data if

* Fix shingle bug; clean up classification example

* Set theme jekyll-theme-minimal

* Add index labels

* Update batch image

* Update README.md

* Update README.md

* Update README.md

* Create _config.yml

* Create default.html

* Create index.md

* Update index.md

* Create nav.html

* Create nav.yml

* Create tree-construction.html

* Rename tree-construction.html to tree-construction.md

* Create insert-and-delete.md

* Create anomaly-scoring.md

* Create batch.md

* Create streaming.md

* Update tree-construction.md

* Update tree-construction.md

* Update tree-construction.md

* Update tree-construction.md

* Update tree-construction.md

* Update tree-construction.md

* Update insert-and-delete.md

* Update insert-and-delete.md

* Update tree-construction.md

* Update insert-and-delete.md

* Update insert-and-delete.md

* Update anomaly-scoring.md

* Create related-work.md

* Update nav.yml

* Update related-work.md

* Create random-cut-tree.md

* Update nav.yml

* Create modifying-rctree.md

* Update nav.yml

* Update random-cut-tree.md

* Update random-cut-tree.md

* Update random-cut-tree.md

* Update random-cut-tree.md

* Update modifying-rctree.md

* Update random-cut-tree.md

* Create scoring-rctree.md

* Update nav.yml

* Update scoring-rctree.md

* Update README.md

* Update README.md

* Update index.md

* Update index.md

* Update index.md

* Create paper.md

* Create paper.bib

* Add files via upload

* Update paper.md

* Update README.md

* Delete figure_1.png

* Add files via upload

* Update paper.md

* Add files via upload

* Create taxi.md

* Update nav.yml

* Update batch.md

* Update streaming.md

* Update streaming.md

* Update streaming.md

* Update streaming.md

* Update taxi.md

* Update related-work.md

* Update related-work.md

* Update related-work.md

* Update tree-construction.md

* Update insert-and-delete.md

* Update anomaly-scoring.md

* Update related-work.md

* Update tree-construction.md

* Update insert-and-delete.md

* Update taxi.md

* Update README.md

* Update batch.md

* Update streaming.md

* Updates to authors

* Update paper

* updated abhi orcid

* Create rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update nav.yml

* Update rctree-api.md

* Update rctree-api.md

* Update docstrings

* Update rctree-api.md

* Update rctree-api.md

* Update anomaly-scoring.md

* Update random-cut-tree.md

* Update rctree-api.md

* Update related-work.md

* Update rctree-api.md

* Update setup.py

* Update __init__.py

* Update paper.md

* Update paper.md

* JOSS review updates (#48)

* Working version of insert_point

* Fix bug with query and insertpoint

* Cleanup disp and codisp functions

* Reorder methods

* Insertpoint operational, add docstrings

* Small fix

* Remove old files

* Allow empty tree; handle duplicates in insert_point and forget_point

* Account for duplicates in tree construction

* Add ability to print tree

* Update docstrings and minor fixes

* Docstring fix

* Minor fixes

* Bugfix for forget_point

* Add image

* Update readme

* Update README.md

* Type check for point

* Update README.md

* Update README.md

* Store bounding boxes

* Minor changes

* Fix bbox bug, add unit tests

* Add support for CI

* Remove Python 3.7

* Update README.md

* Fix duplicate precision bug

* Fix duplicates issue?

* Use new indexing strategy with forget_point

* Update n bug

* Return 0 for codisp if leaf is root

* Add efficient shingle

* Add sine wave image

* Update README.md

* Minor cleanup

* sklearn test

* Add classification notebook

* Updated gitignore

* Edit classification notebook

* taxi data test

* removed swamp

* taxi data 200 tree run

* IF test

* Add OC-SVM example with sine wave

* Add OC-SVM example with taxi data

* Add IF example with sine wave

* Minor changes

* Minor updates

* Delete old sine_ocsvm_test notebook

* Delete old taxi_ocsvm_test notebook

* Delete old sine_if notebook

* Add IF example with sine wave

* Add OC-SVM example with sine wave

* Add OC-SVM example with taxi data

* Delete old taxi_ocsvm notebook

* Add OC-SVM example with taxi data

* sine wave comaprasion

* table1 notebook

* rrcf notebook

* renamed rrcf

* taxi data if

* Fix shingle bug; clean up classification example

* Set theme jekyll-theme-minimal

* Add index labels

* Update batch image

* Update README.md

* Update README.md

* Update README.md

* Create _config.yml

* Create default.html

* Create index.md

* Update index.md

* Create nav.html

* Create nav.yml

* Create tree-construction.html

* Rename tree-construction.html to tree-construction.md

* Create insert-and-delete.md

* Create anomaly-scoring.md

* Create batch.md

* Create streaming.md

* Update tree-construction.md

* Update tree-construction.md

* Update tree-construction.md

* Update tree-construction.md

* Update tree-construction.md

* Update tree-construction.md

* Update insert-and-delete.md

* Update insert-and-delete.md

* Update tree-construction.md

* Update insert-and-delete.md

* Update insert-and-delete.md

* Update anomaly-scoring.md

* Create related-work.md

* Update nav.yml

* Update related-work.md

* Create random-cut-tree.md

* Update nav.yml

* Create modifying-rctree.md

* Update nav.yml

* Update random-cut-tree.md

* Update random-cut-tree.md

* Update random-cut-tree.md

* Update random-cut-tree.md

* Update modifying-rctree.md

* Update random-cut-tree.md

* Create scoring-rctree.md

* Update nav.yml

* Update scoring-rctree.md

* Update README.md

* Update README.md

* Update index.md

* Update index.md

* Update index.md

* Create paper.md

* Create paper.bib

* Add files via upload

* Update paper.md

* Update README.md

* Delete figure_1.png

* Add files via upload

* Update paper.md

* Add files via upload

* Create taxi.md

* Update nav.yml

* Update batch.md

* Update streaming.md

* Update streaming.md

* Update streaming.md

* Update streaming.md

* Update taxi.md

* Update related-work.md

* Update related-work.md

* Update related-work.md

* Update tree-construction.md

* Update insert-and-delete.md

* Update anomaly-scoring.md

* Update related-work.md

* Update tree-construction.md

* Update insert-and-delete.md

* Update taxi.md

* Update README.md

* Update batch.md

* Update streaming.md

* Updates to authors

* Update paper

* updated abhi orcid

* Create rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update rctree-api.md

* Update nav.yml

* Update rctree-api.md

* Update rctree-api.md

* Update docstrings

* Update rctree-api.md

* Update rctree-api.md

* Update anomaly-scoring.md

* Update random-cut-tree.md

* Update rctree-api.md

* Update related-work.md

* Update rctree-api.md

* Update setup.py

* Update __init__.py

* Update paper.md

* Update paper.md

* Update README.md

* Update paper.bib

* Update paper.md

* Update paper.md

* JOSS review suggested changes

* Add license badge

* Move installation instructions; list dependencies

* Add coveralls support

* Add classification and comparison to docs

* Move notebook material into documentation

* Add example data

* Update data locations in docs

* Fix error with coveralls build

* Add coveralls badge

* Add init for pytest

* Increase test coverage

* Add version numbers to dependencies

* Update README.md

* Update index.md

* Add caveats documentation

* Minor edit to caveats

* Fix spacing it comparisons documentation

* Spacing updates to docs

* Update version post-JOSS review

* Fix capitalization

* Add JOSS badge

README.md

@@ -1,5 +1,5 @@
 # rrcf 🌲🌲🌲
-[![Build Status](https://travis-ci.org/kLabUM/rrcf.svg?branch=master)](https://travis-ci.org/kLabUM/rrcf) [![Coverage Status](https://coveralls.io/repos/github/kLabUM/rrcf/badge.svg?branch=master)](https://coveralls.io/github/kLabUM/rrcf?branch=master) [![Python 3.6](https://img.shields.io/badge/python-3.6-blue.svg)](https://www.python.org/downloads/release/python-360/) ![GitHub](https://img.shields.io/github/license/kLabUM/rrcf.svg)
+[![Build Status](https://travis-ci.org/kLabUM/rrcf.svg?branch=master)](https://travis-ci.org/kLabUM/rrcf) [![Coverage Status](https://coveralls.io/repos/github/kLabUM/rrcf/badge.svg?branch=master)](https://coveralls.io/github/kLabUM/rrcf?branch=master) [![Python 3.6](https://img.shields.io/badge/python-3.6-blue.svg)](https://www.python.org/downloads/release/python-360/) ![GitHub](https://img.shields.io/github/license/kLabUM/rrcf.svg) [![status](http://joss.theoj.org/papers/f8c83c0b01a984d0dbf934939b53c96d/status.svg)](http://joss.theoj.org/papers/f8c83c0b01a984d0dbf934939b53c96d)
 
 Implementation of the *Robust Random Cut Forest Algorithm* for anomaly detection by [Guha et al. (2016)](http://proceedings.mlr.press/v48/guha16.pdf).