ContinuumIO / elm

Phase I & part of Phase II of NASA SBIR - Parallel Machine Learning on Satellite Data

http://ensemble-learning-models.readthedocs.io

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Fixes to support sklearn.manifold #200

Closed PeterDSteinberg closed 6 years ago

PeterDSteinberg commented 6 years ago

Phase I added to ELM the spectral embedding / clustering and manifold learning methods that are part of scikit-learn's manifold subpackage, including:

Isomap
Locally Linear Embedding
Multidimensional Scaling
Spectral Embedding
T-distributed Stochastic Neighbor Estimation

These scikit-learn spectral clustering methods were partially supported - the docs were ambiguous and the testing coverage was not adequate.

PeterDSteinberg commented 6 years ago

192 largely fixes this (see elm.tests.test_pipeline)