From a0e2becaf0800efcc2f4f32399d52c0c2e4edd32 Mon Sep 17 00:00:00 2001
From: Netkas <zixing.narrakas1996@gmail.com>
Date: Tue, 21 Feb 2023 00:48:56 -0500
Subject: [PATCH] Updated README.md

---
 README.md | 88 ++++++++++++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 87 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 7f6bfcb..aa5e694 100644
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+++ b/README.md
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 # AlizeLib
 
-Coming soon...
+Calculate the averages, total & best of labelled data, import and export the model for later use.
+
+## Installation
+
+The library can be installed using ncc:
+
+```bash
+ncc install -p "nosial/libs.alize=latest@n64"
+```
+
+or by adding the following to your project.json file under
+
+the `build.dependencies` section:
+
+```json
+{
+  "name": "net.nosial.alizelib",
+  "version": "latest",
+  "source_type": "remote",
+  "source": "nosial/libs.alize=latest@n64"
+}
+```
+
+If you don't have the n64 source configured you can add it
+
+by running the following command:
+
+```bash
+ncc source add --name n64 --type gitlab --host git.n64.cc
+```
+
+## Compiling from source
+
+The library can be compiled from source using ncc:
+
+```bash
+ncc build --config release
+```
+
+or by running the following command:
+
+```bash
+make release
+```
+
+## Usage
+
+```php
+// ncc
+require 'ncc';
+import('net.nosial.alizelib');
+
+// Create a new model
+$size = 100; // The size of the model
+$model = new \AlizeLib\GeneralizationModel($size);
+
+// We are intentionally adding more data to the model
+// than the model can hold, this is to demonstrate
+// how old data is removed from the model.
+
+// Add random high float values to the model under label "en" x 150 times
+for($i = 0; $i < 150; $i++)
+{
+    $model->add("en", random_float(0.5, 1));
+}
+
+// Add random low float values to the model under label "zh" x 150 times
+for($i = 0; $i < 150; $i++)
+{
+    $model->add("zh", random_float(0, 0.5));
+}
+
+// Add random very low float values to the model under label "fr" x 150 times
+for($i = 0; $i < 150; $i++)
+{
+    $model->add("fr", random_float(0, 0.1));
+}
+
+// Add random very high float values to the model under label "de" x 150 times
+for($i = 0; $i < 150; $i++)
+{
+    $model->add("de", random_float(0.9, 1));
+}
+
+// Best label should be "de" or second best "en"
+var_dump($model->calculateBestLabels());
+```
 
 # License