Metadata-Version: 2.1
Name: camel-learn
Version: 1.0.1
Summary: The official implementation for CAMEL: Curvature Augmented Manifold Embedding and Learning
Home-page: https://github.com/ymlasu/CAMEL
Author: Yongming Liu
Author-email: yongming.liu@asu.edu
Project-URL: Bug Tracker, https://github.com/ymlasu/CAMEL/issues
Keywords: CAMEL,dimension reduction,UMAP,tSNE,TriMap,PaCMAP,LargeVis,smallvis,manifold
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: Developers
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: scikit-learn >=1.3.0
Requires-Dist: numba >=0.59
Requires-Dist: annoy >=1.17
Requires-Dist: numpy >=1.24

Curvature Augmented Manifold Embedding and Learning -- CAMEL
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CAMEL (/CAMEL-Learn/) is a Python tool for dimension reduction and data visualization. CAMEL can perform unsupervised learning, supervised learning, semi-supervised learning, metric learning, and inverse learning! CAMEL offers a simple and intuitive API.


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Install:

pip install camel-learn

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Simple code examples in test folder: (more coming)


