Adding JOSS status

Updating contributing page in documentation

* init file and pull sample data

* add helper functions and reference dict

* clean up text, tokenize, add new labels from regex function

* move example into its own file, seperate out functions to use

* clean functions and make generic names

* clean up example

* move reference dict to example_data

* remove pdb

* move dict out of functions file

* missed import

* add metrics to measure accuracy

* rename other category to unknown for fair comparison

* move keyword search to preprocess step, util

* move add label fucntion to classify

* fix imports, add comment for viz

* remove temp file

* change arg to dict

* add keyword util

* update formating

* whitespace

* update args to match

* remove whitespace

* function rename

* clean up dict

* add sample data

* update docstring and change col dict name

* clean up and use sample data in examples

* add plot function

* add in visualization function for confusion matrix

* add more detail to dox string

* clean up function to expect predicted_col

* clean up example

* remove whitespace

* change col name from new to predicted

* clean up sample data

* add notebook example

* add functionality to replace text in preprocessing

* add text replacement step

* linter

* remove example .py file in favor of jupyter notebook

* remove reference dict

* add new csv mapping rfiles

* add csv

* update jupyternotebook example

* use df instead of dict

* remove dict

* remove unused imports and functions

* update jupyter notebook and remove module

* remove plot

* update docstrings

* linter

* remove whitespace

…te doc pages

Workflows and linting fixes

Addressing issue 49: Adding links to code in user guide

Addressing issue 51

* Update index.rst

* Remove boilerplate info (not useful)

* Update .gitignore

* removing unneccesary min requirements file

* Updating RTD docs requirements pins and updated python version used in RTD

* adding additional docs requirements to setup.py variable

* adding python version in req.txt note

* removing docs req txt file

* adding doc pins to setup py

* updaing rtd yaml to use new doc reqirements location

* adding pins to req.txt

* adding version, copyright, and license to __init__.py

* fix citation file

* add version to setup.py

* remove unnecessary init file

* update version to 0.2.0

* removing vestigial files

* remove notice folder

* troubleshooting GH tests

* fixing setup.py bug

* replacing package name

* adding missing commas

* correcting "doc" extra requirement for RTD

* updating author, copyright, and version in conf.py and setup.py

* pacakge->module

* Renaming examples to tutorials

* changing examples->tutorials

* Update tested versions in documentation

* adding 3.11 to supported versions in docs

---------

Co-authored-by: Kirk Bonney <[email protected]>

* Adding statement of need and accompanying bib items

* moving statement of need to landing page

* renaming documentation file examples->tutorials

* updating readme to reflect examples->tutorials

* fixing image embedd

* remove reference to  statement of need page

* Adding patch notes

* Adding statement of need and accompanying bib items

* moving statement of need to landing page

* renaming documentation file examples->tutorials

* updating readme to reflect examples->tutorials

* fixing image embedd

* remove reference to  statement of need page

* Adding patch notes

* removing WIP docs pages

* Remvoing reference to undefined reference "reqs"

* Fix image embed warnings

* adding noxfile for taskrunning

* Expanding temrinology page

* Adding structure to user guide toctree

* restructuring index

* Adding gallery to tutorials page

* updating doc pins

* fixing linting issues with noxfile