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Author:
Venkateswara Sahu
License:
MIT
Summary:
Vigil — unsupervised concept drift detection for network streams with feature-level attribution. Based on arXiv:2605.29834.
Latest version:
0.1.4
Required dependencies:
numpy
|
pandas
|
scikit-learn
|
scipy
|
torch
Optional dependencies:
black
|
confluent-kafka
|
fastapi
|
jupyter
|
matplotlib
|
mlflow
|
plotly
|
psutil
|
pyarrow
|
pydantic
|
pytest
|
pytest-cov
|
pyyaml
|
river
|
ruff
|
streamlit
|
uvicorn
|
vigil-drift
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