ENH NonBLASDotWarning -> EfficiencyWarning; Improve error message
DOC Add exceptions module to modules/classes.rst
MAINT Move ConvergenceWarning, UndefinedMetricWarning et al into exceptions
MAINT Remove ChangedBehaviorWarning from base
DOC/FIX Improve DataConversionWarning's docstring
Renamed example file & added comments
FEAT Barnes-Hut t-SNE
Vectorized the math calls -- 3x faster on neg grad
Draft of n-dimensional barnes-hut; failing tests
Tests pass, error being computed in cython
Added error calculation to pos gradient
Changed cases where points are very close to be clearer
Clearer variable names
The LDA accronym for Linear Discriminant Analysis is ambiguous
because of the newly introduced Latent Dirichlet Allocation model.
We therefore deprecate the sklearn.lda.LDA and sklearn.lda.QDA
in favor of explicit names.
Passing 1D arrays to check_array, without setting `ensure_2d` to false now
raises a deprecation warning before reshaping it. This will later throw an
error.
All Scaler classes also throw warnings when 1D arrays are passed.
All unit tests/doctests are modified to ensure that no 1D arrays are passed,
except in explicit 1D array tests where the warnings have been silenced.
Additional tests are also included which check for different 1D array cases.
2D array tests with one samples and one features are also added and where
they failed, `check_array` call has been modified to give a more useful error
message
Changed SubjectIndependentKFold to DisjointGroupKFold
cosmetic changes test (fix seed correctly, use assert_equal for
meaningful error messages)
Changed name to DisjointLabelKFold
Added example of use
FIX: whitespace related doctest failure
FIX: Python 2.6 requires the field numbers in print
FIX: change docstring to comment in test function
DOC: moved docstring from function to class
FIX: added call to parent class
FIX: error in calling the parent
DOC: fixed doctest
FIX: doctest
Cosmetic changes (minor refactoring)
Optimised code (use np.bincount)
Cosmetic: use samples instead of weight for clarity
Minor fix: removed shuffle parameter
Cosmetic
Use mergesort instead of quicksort for reproducibility.
Changed variable name 'y' to 'label'.
Added test for degenerate case where n_folds > n_labels.
Documented the requirement n_labels > n_folds.
DOC: improved description + added see also sections.
Fixed dtype of temporary arrays.
Improved test: check that one label is not in both test and training.
Added documentation for DisjoinLabelKFold.
John Boersma