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

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

ai attention-mechanism deep-learning huggingface huggingface-transformers language-models machine-learning nlp python tokenization transformer transformers

Last synced: 5 months ago
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Collection of Notes, Guides, and Examples for Artificial Intelligence, Machine Learning, Natural Language Processing and Computer Vision

• Host: GitHub
• URL: https://github.com/leomsgit/personal-lib---ai-ml-nlp-cv
• Owner: LeoMSgit
• License: cc0-1.0
• Created: 2025-06-23T07:39:23.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2025-08-21T02:22:11.000Z (10 months ago)
• Last Synced: 2025-09-12T01:04:47.413Z (9 months ago)
• Topics: ai, attention-mechanism, deep-learning, huggingface, huggingface-transformers, language-models, machine-learning, nlp, python, tokenization, transformer, transformers
• Homepage:
• Size: 176 KB
• Stars: 1
• 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, Natural Language Processing, and Computer Vision

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 and OpenCV libraries

## 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, OpenCV, 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!