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Jan 8, 2026
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Update README.md #2673

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Expand Up @@ -167,7 +167,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).

## Authentication

*Libraries for implementing authentications schemes.*
*Libraries for implementing authentication schemes.*

* OAuth
* [authlib](https://github.com/lepture/authlib) - JavaScript Object Signing and Encryption draft implementation.
Expand Down Expand Up @@ -230,8 +230,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).

* Code Analysis
* [code2flow](https://github.com/scottrogowski/code2flow) - Turn your Python and JavaScript code into DOT flowcharts.
* [prospector](https://github.com/PyCQA/prospector) - A tool to analyse Python code.
* [vulture](https://github.com/jendrikseipp/vulture) - A tool for finding and analysing dead Python code.
* [prospector](https://github.com/PyCQA/prospector) - A tool to analyze Python code.
* [vulture](https://github.com/jendrikseipp/vulture) - A tool for finding and analyzing dead Python code.
* Code Linters
* [flake8](https://github.com/PyCQA/flake8) - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
* [awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions)
Expand Down Expand Up @@ -314,7 +314,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).

## Data Analysis

*Libraries for data analyzing.*
*Libraries for data analysis.*

* [pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools.
* [aws-sdk-pandas](https://github.com/aws/aws-sdk-pandas) - Pandas on AWS.
Expand Down Expand Up @@ -725,7 +725,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [itsdangerous](https://github.com/pallets/itsdangerous) - Various helpers to pass trusted data to untrusted environments.
* [magenta](https://github.com/magenta/magenta) - A tool to generate music and art using artificial intelligence.
* [pluginbase](https://github.com/mitsuhiko/pluginbase) - A simple but flexible plugin system for Python.
* [tryton](http://www.tryton.org/) - A general purpose business framework.
* [tryton](http://www.tryton.org/) - A general-purpose business framework.

## Natural Language Processing

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