nltk
NLTK
NLTK is the classic library for teaching and researching NLP. While slower than spaCy, it offers comprehensive linguistic data.
When to Use
- Education: Learning how tokenizers or stemmers work from scratch.
- Lexical Resources: Access to WordNet, FrameNet, and huge corpora.
- Low-level Text Processing: Porter/Snowball stemmers.
Core Concepts
Corpora
nltk.download('gutenberg'). Access to classic texts.
Tokenization
Splitting text into words/sentences.
More from g1joshi/agent-skills
template
Expert [skill-name] assistance covering [feature 1], [feature 2], and [feature 3]. Use when [working with X], [debugging Y], or [implementing Z].
34mariadb
MariaDB MySQL-compatible database with Galera clustering. Use for MySQL-compatible database needs.
6claude
Anthropic Claude AI models for analysis and coding. Use for AI assistants.
5javascript
JavaScript ES6+ programming including async/await, DOM manipulation, modules, and Node.js. Use for .js files and web development.
4typescript
TypeScript static typing with interfaces, generics, decorators, and type inference. Use for .ts files.
4python
Python programming with type hints, async/await, decorators, and package management. Use for .py files and data science.
4