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# Sphinx build info version 1 | ||
# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. | ||
config: a550d150b6a93eef7b25c5c1c1b7749e | ||
tags: 645f666f9bcd5a90fca523b33c5a78b7 |
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DistanceMetricClassifier module | ||
=============================== | ||
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.. automodule:: distclassipy.classifier | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: |
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Distance module | ||
=============== | ||
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.. automodule:: distclassipy.distances | ||
:members: | ||
:undoc-members: | ||
:show-inheritance: |
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.. DistClassiPy documentation master file, created by | ||
sphinx-quickstart on Wed Feb 7 16:42:22 2024. | ||
You can adapt this file completely to your liking, but it should at least | ||
contain the root `toctree` directive. | ||
Welcome to DistClassiPy's documentation! | ||
======================================== | ||
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DistClassiPy is a Python package for a distance-based classifier which can use several different distance metrics. | ||
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Installation | ||
------------ | ||
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To install DistClassiPy, run the following command: | ||
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.. code-block:: bash | ||
pip install distclassipy | ||
Usage | ||
----- | ||
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Here's a quick example to get you started with DistClassiPy: | ||
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.. code-block:: python | ||
import distclassipy as dcpy | ||
clf = dcpy.DistanceMetricClassifier() | ||
# Add your data and labels | ||
clf.fit(data, labels) | ||
# Predict new instances | ||
predictions = clf.predict(new_data) | ||
Features | ||
-------- | ||
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- Multiple distance metrics support | ||
- Easy integration with existing data processing pipelines | ||
- Efficient and scalable for large datasets | ||
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Contact | ||
------- | ||
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For any queries, please reach out to Siddharth Chaini at [email protected]. | ||
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Indices and tables | ||
------------------ | ||
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* :ref:`genindex` | ||
* :ref:`modindex` | ||
* :ref:`search` | ||
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API Documentation | ||
----------------- | ||
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.. toctree:: | ||
:maxdepth: 2 | ||
:caption: API Reference | ||
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classifier | ||
distances |
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