https://github.com/leomsgit/personal-lib---ai-ml-nlp

Collection of Notes, Guides, and Examples for Artificial Intelligence, Machine Learning, and Natural Language Processing
https://github.com/leomsgit/personal-lib---ai-ml-nlp

Last synced: 12 months ago
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Collection of Notes, Guides, and Examples for Artificial Intelligence, Machine Learning, and Natural Language Processing

• Host: GitHub
• URL: https://github.com/leomsgit/personal-lib---ai-ml-nlp
• Owner: LeoMSgit
• License: cc0-1.0
• Created: 2025-06-23T07:39:23.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2025-06-23T08:36:54.000Z (12 months ago)
• Last Synced: 2025-06-23T08:38:11.001Z (12 months ago)
• Size: 0 Bytes
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Personal Lib - AI / ML / NLP

## Collection of Notes, Guides, and Examples for Artificial Intelligence, Machine Learning, and Natural Language Processing

This personal project aims to document, study, and share practical and theoretical knowledge about AI, with a focus on:

- Python development

- Code examples and best practices

- Transformer models

- Using the PyTorch library

## Contents

- 📚 Core concepts of Transformers: explanations and diagrams

  - [Explaning Transformers Logic](https://github.com/LeoMSgit/Personal-Lib---AI-ML-NLP/blob/main/Explaining%20Transformer%20Logic.md)

- 🛠️ Python code examples using PyTorch and Transformers

- 🔍 Techniques for text preprocessing and postprocessing

- 🚀 Best practices for training and fine-tuning models

- 📖 References for further study

## Socials

[![Linkedin](https://img.shields.io/badge/-LinkedIn/leomsantos-blue?style=flat-square&logo=Linkedin&logoColor=white&link=https://www.linkedin.com/in/leomsantos/)](https://www.linkedin.com/in/leomsantos/)

[![Gmail Badge](https://img.shields.io/badge/-leoms--98@hotmail.com-D14836?style=flat-square&logo=Gmail&logoColor=white)](mailto:leoms-98@hotmail.com)

[![GitHub](https://img.shields.io/github/followers/LeoMSgit?label=follow&style=social)](https://github.com/LeoMSgit)

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This library is Public Domain and can be freely shared and used by anyone.

Feedback and contributions are highly welcome!