ai-glimpse/toynlp
ToyNLP: Learning NLP from Scratch
ToyNLP helps machine learning engineers and researchers understand core Natural Language Processing models by providing simple, clean code implementations. It takes in raw text data and outputs a working model, such as Word2Vec for word embeddings or a Transformer for sequence processing, allowing users to see the internal mechanics. This project is ideal for someone looking to learn or teach the foundational algorithms behind modern NLP applications.
Use this if you are a machine learning engineer, researcher, or student who wants to learn the fundamental NLP models from scratch through clear, simplified code examples.
Not ideal if you need an optimized, production-ready NLP library for real-world applications or if you are looking for advanced or very recent large language models.
Stars
32
Forks
6
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 01, 2026
Commits (30d)
0
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