Dense Stochastic Gradient Descent #15
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pprett
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Nov 5, 2010
- new dense implementation of SGD (sgd/sgd_fast.pyx and sgd/sgd.py)
- moved sparse extension module from sgd/sparse/src to sgd/
- sgd/sgd_fast_sparse.pyx now imports declarations (LossFunctions) from sgd/sgd_fast.pxd
- new example: examples/sgd/covertype_dense_sgd.py to showcase dense SGD.
…and changed shape of intercept_ and coef_ accordingly.
See thread "Sharing Declarations Between Cython Modules" on the scikit-learn mailing list.
ImportError stil present.
Updated setup accordingly.
test cases refactored.
added dense SGD to documentation.
Added decision surface plot of iris dataset for sgd. changed covertype example.
raghavrv
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Jun 23, 2017
Update with master and fix merge conflicts
prismdata
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Oct 28, 2020
Feature/agent
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