DOC readme adjustments TST GA python 3.12 test

.github/workflows/test.yml

@@ -17,7 +17,7 @@ jobs:
       # If failure occurs on one OS, it is still relevant to see which others may work
       fail-fast: false
       matrix:
-        python-version: ["3.11"]
+        python-version: ["3.12"]
         os: [ubuntu-latest]
 
     steps:

README.md

@@ -4,6 +4,7 @@
 
 # Pandas TA
 ### A Comprehensive Python Technical Analysis Library for Traders and Investors
+=================
 
 [![license](https://img.shields.io/github/license/twopirllc/pandas-ta)](#license)
 [![Python Version](https://img.shields.io/pypi/pyversions/pandas-ta?style=flat)](https://pypi.org/project/pandas_ta/)
@@ -18,20 +19,16 @@
 [![Issues](https://img.shields.io/github/issues-raw/twopirllc/pandas-ta?style=flat)](#issues)
 [![Closed Issues](https://img.shields.io/github/issues-closed-raw/twopirllc/pandas-ta?style=flat)](#closed-issues)
 [![Buy Me a Coffee](https://img.shields.io/badge/buy_me_a_coffee-orange.svg?style=flat)](https://www.buymeacoffee.com/twopirllc)
-[![ko-fi](https://ko-fi.com/img/githubbutton_sm.svg)](https://ko-fi.com/K3K4ZRH9D)
-
-<br><br>
 
 # Description
 
 _Pandas Technical Analysis_ ([Pandas TA](https://www.pandas-ta.dev)) is a Popular Comprehensive and Easy to Use Python 3 Technical Analysis Library with primary dependencies: _numpy_ for accuracy, _numba_ for performance, and _pandas_ for brevity and bulk processing.
 
-<br><br>
-
 ![Example Chart](/images/SPY_Chart.png)
 ![Example Chart](/images/SPY_VOL.png)
 
-<br><br>
+<br>
+
 
 ## Features
 * A Free & Open Source library with a LARGE flat library structure similar to TA Lib.
@@ -45,7 +42,7 @@ _Pandas Technical Analysis_ ([Pandas TA](https://www.pandas-ta.dev)) is a Popula
   * **Tertiary:** [Sierra Chart](https://search.sierrachart.com/?Query=indicators&submitted=true) | [MQL5](https://www.mql5.com) | [FM Labs](https://www.fmlabs.com/reference/default.htm) | [Pro Real Code](https://www.prorealcode.com/prorealtime-indicators) | [User 42](https://user42.tuxfamily.org/chart/manual/index.html) | [Technical Traders](http://technical.traders.com/tradersonline/FeedTT-2014.html) | etc
 * And [more ...](https://www.pandas-ta.dev/#features)
 
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+<br>
 
 ## About Churn
 The **state** and **status** of this library and it's slowversioning increments _seem_ to be having an impact on it's long term viability and support.
@@ -56,25 +53,27 @@ This adapted variation from [Intercooler JS](https://intercoolerjs.org/docs#conc
 
 Thus there will not be constant activity and churn on the project, but rather a stewardship relationship, where the main goal now is to not screw it up. Documentation and testing will be improved, features/indicators will be added/removed as needed, but there will be no massive rewrite or constant updating. This is in contrast with the software industry in general, which often has comical levels of churn."
 
-<br><br>
-
 <picture>
   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=twopirllc/pandas-ta&type=Date&theme=dark" />
   <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/svg?repos=twopirllc/pandas-ta&type=Date" />
   <img alt="Pandas TA Project Star History Chart" src="https://api.star-history.com/svg?repos=twopirllc/pandas-ta&type=Date" />
 </picture>
 
-<br><br>
+<br>
 
 
 # Support :broken_heart:
 **A big thank you to all current and past sponsors, whose generous support has been and continues to be essential to the success of the project!** :pray:
 
+[!["Buy Me A Coffee"](https://www.buymeacoffee.com/assets/img/custom_images/orange_img.png)](https://www.buymeacoffee.com/twopirllc)
+[![ko-fi](https://ko-fi.com/img/githubbutton_sm.svg)](https://ko-fi.com/K3K4ZRH9D)
+
 Despite what the usage metrics indicate, current and past levels of support are **unsustainable** for maintaining and improving the library. Unless  significant additional support is provided by _July 1st, 2026_, this widely used library will be **archived**. Support through [contributions](https://github.com/twopirllc/pandas-ta/labels/help%20wanted), [donations](https://www.buymeacoffee.com/twopirllc) & [sponsorships](https://github.com/twopirllc) is **necessary** to ensure the project's continued success and development.
 
 :stop_sign: Please* **DO NOT** email me personally with Pandas TA Bugs, Issues or Feature Requests that are best handled via Github [Issues](https://github.com/twopirllc/pandas-ta/issues).
 
-<br><br>
+<br>
+
 
 # Installation
 Before installing, review the installation [requirements.txt](https://github.com/twopirllc/pandas-ta/requirements.txt) to ensure your system is set up properly.
@@ -98,42 +97,44 @@ $ pip install -U git+https://github.com/twopirllc/pandas-ta.git@development
 ### Local Installation
 Click on green [<> Code](https://github.com/twopirllc/pandas-ta) button to download the source zip and unzip in your application directory. Then perform a local install.
 
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+
 
 # Bugs, Indicators and Feature Requests
 * Some bugs and features may already be fixed or implemented in the _development_ version. _Please_ try the _development_ version first **before** making an issue!
 * If the _development_ version does not resolve the bug, search both _Open_ and _Closed_ [Issues](https://github.com/twopirllc/pandas-ta/issues) **before** opening a new Issue.
 
-<br><br>
+<br>
 
-# Contributors
 
+# Contributors
 Your help has continues to be integral to this project. Thank you for your help! :sunglasses:
 <a href="https://github.com/twopirllc/pandas-ta/graphs/contributors">
   <img src="https://contrib.rocks/image?&columns=25&max=10000&&repo=twopirllc/pandas-ta" noZoom />
 </a>
 
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+<br>
 
-# Contributing
 
+# Contributing
 Anyone who wishes to contribute to this project - be it documentation, features, bug fixes, code cleanup, testing, open issue help, or code reviews - are encouraged to do so. These contributions are crucial to the longevity of this project.
 
 Based on your skill level, select from the following issue topics:
 
 [Good First Issue](https://github.com/twopirllc/pandas-ta/labels/good%20first%20issue) | [Bugs](https://github.com/twopirllc/pandas-ta/labels/bug) | [Help Wanted](https://github.com/twopirllc/pandas-ta/labels/help%20wanted) | [Enhancements](https://github.com/twopirllc/pandas-ta/labels/enhancement)
 
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+<br>
+
 
 # Code of Conduct
 See the [Code of Conduct](https://github.com/twopirllc/pandas-ta?tab=coc-ov-file) regarding handling yourself and dealing with others in and around the Pandas TA community. Ensure you completely understand the "common sense" **Guidelines** outlined there.
 
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+<br>
 
 
 # License
 [MIT](https://github.com/twopirllc/pandas-ta/LICENSE)
 
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+<br>
 
 Copyright © 2024 - Pandas TA