makcedward/nlp resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

1082 stars · 318 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A tutorial repository documenting the author's NLP learning journey, with notebooks and articles covering text preprocessing, tokenization, and data augmentation. It accompanies the nlpaug library and links to Medium articles on NLP techniques.

Use cases

• learn nlp fundamentals like tokenization and lemmatization
• understand data augmentation for text models
• find tutorials on text preprocessing pipelines
• study adversarial attacks on NLP models
• get started with subword tokenization
• learn back translation for text augmentation

When to choose

• you want guided tutorials with runnable notebooks for NLP concepts
• you are learning text preprocessing and augmentation techniques
• you prefer article-plus-code style learning resources

When to avoid

• you need a production-ready NLP library
• you need maintained, licensed software for a project
• you need comprehensive coverage of modern LLM techniques

Facets

learning-resource · maturity maintenance

nlp machine-learning deep-learning machine-learning tutorials python notebooks data-augmentation text-preprocessing educational natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="makcedward/nlp")