MechCoder 7e79adca9d Huber regressor ... Add gradient calculation in _huber_loss_and_gradient Add tests to check the correctness of the loss and gradient Fix for old scipy Add parameter sigma for robust linear regression Add gradient formula to robust _huber_loss_and_gradient Add fit_intercept option and fix tests Add docs to HuberRegressor and the helper functions Add example demonstrating ridge_regression vs huber_regression Add sample_weight implementation Add scaling invariant huber test Remove exp and add bounds to fmin_l_bfgs_b Add sparse data support Add more tests and refactoring of code Add narrative docs review huber regressor Minor additions to docs and tests Minor fixes that deals with dealing with NaN values in targets and old verions of SciPy and NumPy Add HuberRegressor to robust estimator Refactored computation of gradient and make docs render properly Temp Remove float64 dtype conversion trivial optimizations and add a note about R Remove sample_weights special_casing address @amueller comments		2016-02-25 16:31:08 -05:00
..
__init__.py	Move project directory from scikits.learn to sklearn	2011-09-02 12:06:57 +02:00
test_base.py	MAINT depr of center_data, normalize in linear_model	2016-02-17 14:26:50 -05:00
test_bayes.py	MAINT docstring --> comments to prevent nose from using doc in verbose mode	2015-03-21 11:16:49 +05:30
test_coordinate_descent.py	Remove redundant words in sklearn	2016-02-23 16:54:03 +08:00
test_huber.py	Huber regressor	2016-02-25 16:31:08 -05:00
test_least_angle.py	General spelling fixes	2015-12-16 09:46:42 -08:00
test_logistic.py	General spelling fixes	2015-12-16 09:46:42 -08:00
test_omp.py	fix ompcv on old scipy versions	2015-03-18 10:25:01 -04:00
test_passive_aggressive.py	add class_weight to PA cls, remove from PA reg	2015-06-06 08:57:17 -07:00
test_perceptron.py	COSMIT pep8	2012-11-10 14:02:29 +00:00
test_randomized_l1.py	MAINT depr of center_data, normalize in linear_model	2016-02-17 14:26:50 -05:00
test_ransac.py	Deprecate residual_metric and add support for loss	2016-01-14 17:42:34 -05:00
test_ridge.py	MAINT depr of center_data, normalize in linear_model	2016-02-17 14:26:50 -05:00
test_sag.py	ENH add multinomial SAG solver for LogisticRegression	2015-12-04 18:36:37 +01:00
test_sgd.py	Remove redundant words in sklearn	2016-02-23 16:54:03 +08:00
test_sparse_coordinate_descent.py	General spelling fixes	2015-12-16 09:46:42 -08:00
test_theil_sen.py	TST close /dev/null in the theil sen tests.	2015-11-01 22:25:23 -05:00