ai_toolkit
Reusable NLP, EDA, ML, and DL utilities for text and tabular workflows.
Install
# Core (light)
pip install ai_toolkit
# With EDA/viz extras (wordcloud, plotly)
pip install ai_toolkit[viz]
# Full (torch, transformers, sentence-transformers, etc.)
pip install ai_toolkit[full]
# Run all tests (no skips): install test + dev extras
pip install -e ".[test,dev]"
pytest tests/ -v
Subpackages
- eda — Exploratory data analysis and visualization (README)
- nlp — Text preprocessing and embeddings (README)
- ml — Training and evaluation (README)
- dl — LSTM, attention, BERT utilities (README)
- utils — Configuration and shared helpers
Every public function is documented in the subpackage README with arguments and examples.
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