Multiclass Statistics Added (#12)

* updating project metadata

* fixing CI yaml

* using venv

* trying again

* redoing CI

* fixing tests

* changing some settings

* updates

* fixing build

* trying to fix this

* fixing release

* bumping version

* better code organization

* updates

* adding initial cm impl

* adding unique, dispatching pattern to Py objects, renaming ext

* rustfmt

* cm dispatched

* rustfmt

* tests and benchmarks added

* bump version

* 100% test coverage

* updating readme

* Threading enabled (#9)

* bumping version

* major refactor leveraging macros

* bumping version and updating test

* adding executed notebook

* fixing performance w/ bool

* multiclass implemented and tested ready for 1.0.0

.flake8

@@ -1,4 +1,5 @@
 [flake8]
 max-line-length = 88
 per-file-ignores=
-    **/__init__.py:F401
+    **/__init__.py:F401
+    **/*.py:E731

Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "fast-stats"
-version = "0.0.6"
+version = "1.0.0"
 edition = "2021"
 
 [lib]

README.md

@@ -4,18 +4,17 @@
 [![License](https://img.shields.io/badge/license-Apache2.0-green)](./LICENSE)
 
 # fast-stats
-`fast-stats` is a fast and simple library for calculating basic statistics such as: precision, recall, and f1-score. The library also supports the calculation of multi-class confusion matrices.
+`fast-stats` is a fast and simple library for calculating basic statistics such as: precision, recall, and f1-score. The library also supports the calculation of confusion matrices. For examples, please look at the `benchmarks/` folder.
 
-The project was developed using the [maturin](https://maturin.rs) framework. 
-
-This project is still in development.
+The project was developed using the [maturin](https://maturin.rs) framework.
 
 ## Installation
 From PyPI:
 ```shell
 pip install fast-stats
 ```
-Build from source
+
+Build from source:
 ```
 maturin build -r -i=path/to/python
 pip install .../fast-stats/target/wheels/<whl file name>.whl