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Observed since 20 Oct, 17:02 UTC
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aaryan-ai-toolkit
Reusable NLP, EDA, ML, and DL utilities for text and tabular workflows.
Reusable NLP, EDA, ML, and DL utilities for text and tabular workflows.
# 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
Every public function is documented in the subpackage README with arguments and examples.
Download counts and popularity will appear here as the collector receives them.
| Package / target | Requirement | Relationship |
|---|---|---|
numpyEnvironment{
"extras": "",
"marker": null,
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | numpy | runtime |
pandasEnvironment{
"extras": "",
"marker": null,
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | pandas | runtime |
matplotlibEnvironment{
"extras": "",
"marker": null,
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | matplotlib | runtime |
seabornEnvironment{
"extras": "",
"marker": null,
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | seaborn | runtime |
scikit-learnEnvironment{
"extras": "",
"marker": null,
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | scikit-learn | runtime |
wordcloudEnvironment{
"extras": "",
"marker": "extra == \"viz\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | wordcloud; extra == "viz" | runtime |
plotlyEnvironment{
"extras": "",
"marker": "extra == \"viz\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | plotly; extra == "viz" | runtime |
torchEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | torch; extra == "full" | runtime |
transformersEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | transformers; extra == "full" | runtime |
sentence-transformersEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | sentence-transformers; extra == "full" | runtime |
spacyEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | spacy; extra == "full" | runtime |
gensimEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | gensim; extra == "full" | runtime |
lightgbmEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | lightgbm; extra == "full" | runtime |
shapEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | shap; extra == "full" | runtime |
limeEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | lime; extra == "full" | runtime |
wordcloudEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | wordcloud; extra == "full" | runtime |
plotlyEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | plotly; extra == "full" | runtime |
captumEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | captum; extra == "full" | runtime |
beautifulsoup4Environment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | beautifulsoup4; extra == "full" | runtime |
contractionsEnvironment{
"extras": "",
"marker": "extra == \"full\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | contractions; extra == "full" | runtime |
torchEnvironment{
"extras": "",
"marker": "extra == \"test\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | torch; extra == "test" | runtime |
transformersEnvironment{
"extras": "",
"marker": "extra == \"test\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | transformers; extra == "test" | runtime |
sentence-transformersEnvironment{
"extras": "",
"marker": "extra == \"test\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | sentence-transformers; extra == "test" | runtime |
beautifulsoup4Environment{
"extras": "",
"marker": "extra == \"test\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | beautifulsoup4; extra == "test" | runtime |
contractionsEnvironment{
"extras": "",
"marker": "extra == \"test\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | contractions; extra == "test" | runtime |
wordcloudEnvironment{
"extras": "",
"marker": "extra == \"test\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | wordcloud; extra == "test" | runtime |
pytestEnvironment{
"extras": "",
"marker": "extra == \"dev\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | pytest; extra == "dev" | runtime |
ruffEnvironment{
"extras": "",
"marker": "extra == \"dev\"",
"requires_python": ">=3.10",
"evaluation": "NOT_EVALUATED"
} | ruff; extra == "dev" | runtime |
bdist_wheel · 15.94 KB · Python py3
sdist · 15.04 KB · Python source
Observed since 20 Oct, 17:02 UTC
No superseded metadata states collected. Unchanged observations do not create new revisions.
package_version:99b9daf0cd20267dba8bcc00a2fc370b159502c1ee0788a09d4f0492d9b94a3c