ai-starter-kit 0.2.0

Importable modules for learning machine learning and deep learning.

ai-starter-kit

Importable modules for learning and starting machine learning / deep learning projects. Install it, import what you need.

Install

pip install ai-starter-kit

Available modules

Module	Description
ask.text	Chains common NLP preprocessing steps (noise/punctuation removal, tokenization, stopword removal, stemming, lemmatization) behind a fluent TextProcessor API using NLTK.

More modules will be added as the project grows.

Text Processing

from ask.text import TextProcessor, PartOfSpeech

processor = (
    TextProcessor(["Running, runners ran quickly through the running trails."])
    .to_lowercase()
    .remove_noise()
    .remove_punctuation()
    .tokenize()
    .remove_stopwords()
    .lemmatize(pos=PartOfSpeech.Verb)
    .reset_from_tokens()
)

Development

To set up a local environment for running the test suite:

# Windows
powershell -ExecutionPolicy Bypass -File .\scripts\bootstrap.ps1

# macOS/Linux
./scripts/bootstrap.sh

This creates a .venv, installs the package in editable mode, and pulls in dev/test dependencies (nltk, pytest). Then activate it and run the tests:

# Windows
. .\.venv\Scripts\Activate.ps1
pytest -v

# macOS/Linux
source .venv/bin/activate
pytest -v

Contributing

New modules are welcome. Add a package under src/ask/<name>/, cover it with tests, then open a PR.

License

MIT