[Chore] change readme and python version (#11)

README.md

@@ -1,17 +1,28 @@
-# Imbalanced-LightGBM
-
+<div style="text-align: center;">
+  <img src="https://capsule-render.vercel.app/api?type=transparent&fontColor=703ee5&text=imlightgbm&height=150&fontSize=60">
+</div>
+<p align="center">
+  <a href="https://github.com/RektPunk/Imbalance-LightGBM/releases/latest">
+    <img alt="release" src="https://img.shields.io/github/v/release/RektPunk/Imbalance-LightGBM.svg">
+  </a>
+  <a href="https://pypi.org/project/imlightgbm">
+    <img alt="Pythonv" src="https://img.shields.io/pypi/pyversions/imlightgbm.svg?logo=python&logoColor=white">
+  </a>
   <a href="https://github.com/RektPunk/Imbalance-LightGBM/blob/main/LICENSE">
     <img alt="License" src="https://img.shields.io/github/license/RektPunk/Imbalance-LightGBM.svg">
   </a>
   <a href="https://github.com/RektPunk/Imbalance-LightGBM/actions/workflows/lint.yaml">
     <img alt="Lint" src="https://github.com/RektPunk/Imbalance-LightGBM/actions/workflows/lint.yaml/badge.svg?branch=main">
   </a>
+</p>
+
 
 This repository contains implementations of weighted loss and focal loss functions specifically designed for classification problems using LightGBM.
 
 ## Installation
-Not implemented yet.
-
+```bash
+pip install imlightgbm
+```
 
 ## Example
 Please refer to the [**Examples**](https://github.com/RektPunk/Imbalance-LightGBM/tree/main/examples) provided for further clarification.

imlightgbm/__init__.py

@@ -1,4 +1,4 @@
 # ruff: noqa
 from imlightgbm.engine import cv, train
 
-__version__ = "0.0.1"
+__version__ = "0.0.2"

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "imlightgbm"
-version = "0.0.1"
+version = "0.0.2"
 description = "LightGBM for label-imbalanced data with focal and weighted loss function"
 authors = ["RektPunk <[email protected]>"]
 license = "MIT"
@@ -11,7 +11,7 @@ classifiers = [
 ]
 
 [tool.poetry.dependencies]
-python = "^3.12"
+python = "^3.9"
 lightgbm = "^4.5.0"
 scikit-learn = "^1.5.2"