GitHub - bwhite/classipy: A collection of classifiers with a standardized interface. Has a HTTP server interface that allows any language to access.

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A collection of classifiers with a standardized interface. Has a HTTP server interface that allows any language to access.

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Name		Name	Last commit message	Last commit date
Latest commit History 154 Commits
classipy		classipy
doc		doc
examples		examples
tests		tests
thirdparty		thirdparty
.gitignore		.gitignore
README		README
TODO		TODO
setup.py		setup.py

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Classipy - Simple Python Classifier Library
Brandyn White
License: GPLv3

Initial Focus
- Binary classifiers
- Floating point vector data
- Scalar confidence values

Goals
- Simplify classifier comparison
- Provide standard evaluation metrics and visualizations
- Provide standard operations such as train, test, and cross-validation
- Stay simple!

Metrics
- Accuracy
- Mean Squared Error
- Squared Correlation Coefficient

Plots
- PR Curve
- ROC Curve