Index

_

_abc_impl (pymcr.constraints.Constraint attribute) (pymcr.constraints.ConstraintCompressAbove attribute) (pymcr.constraints.ConstraintCompressBelow attribute) (pymcr.constraints.ConstraintCumsumNonneg attribute) (pymcr.constraints.ConstraintCutAbove attribute), [1] (pymcr.constraints.ConstraintCutBelow attribute) (pymcr.constraints.ConstraintNonneg attribute) (pymcr.constraints.ConstraintNorm attribute) (pymcr.constraints.ConstraintPlanarize attribute) (pymcr.constraints.ConstraintReplaceZeros attribute) (pymcr.constraints.ConstraintZeroCumSumEndPoints attribute) (pymcr.constraints.ConstraintZeroEndPoints attribute) (pymcr.regressors.LinearRegression attribute) (pymcr.regressors.NNLS attribute) (pymcr.regressors.OLS attribute)

_check_regr() (pymcr.mcr.McrAR method) _ismin_err() (pymcr.mcr.McrAR method) _setup_xy() (pymcr.constraints.ConstraintPlanarize method)

C

C_ (pymcr.mcr.McrAR attribute) C_opt_ (pymcr.mcr.McrAR attribute) coef_ (pymcr.regressors.NNLS attribute) (pymcr.regressors.OLS attribute) coef_() (pymcr.regressors.LinearRegression property) Constraint (class in pymcr.constraints) ConstraintCompressAbove (class in pymcr.constraints) ConstraintCompressBelow (class in pymcr.constraints)

ConstraintCumsumNonneg (class in pymcr.constraints) ConstraintCutAbove (class in pymcr.constraints), [1] ConstraintCutBelow (class in pymcr.constraints) ConstraintNonneg (class in pymcr.constraints) ConstraintNorm (class in pymcr.constraints) ConstraintPlanarize (class in pymcr.constraints) ConstraintReplaceZeros (class in pymcr.constraints) ConstraintZeroCumSumEndPoints (class in pymcr.constraints) ConstraintZeroEndPoints (class in pymcr.constraints)

D

D_() (pymcr.mcr.McrAR property)

D_opt_() (pymcr.mcr.McrAR property) dataset() (in module pymcr.tests.test_mcr)

E

err (pymcr.mcr.McrAR attribute) exit_max_iter_reached (pymcr.mcr.McrAR attribute) exit_tol_err_change (pymcr.mcr.McrAR attribute)

exit_tol_increase (pymcr.mcr.McrAR attribute) exit_tol_n_above_min (pymcr.mcr.McrAR attribute) exit_tol_n_increase (pymcr.mcr.McrAR attribute)

F

fit() (pymcr.mcr.McrAR method) (pymcr.regressors.LinearRegression method) (pymcr.regressors.NNLS method) (pymcr.regressors.OLS method)

L

LinearRegression (class in pymcr.regressors)

M

McrAR (class in pymcr.mcr)

Methods() (in module pymcr.tests.test_regressors) mse() (in module pymcr.metrics)

N

n_features (pymcr.mcr.McrAR attribute) n_features() (pymcr.mcr.McrAR property) n_iter (pymcr.mcr.McrAR attribute) n_iter_opt (pymcr.mcr.McrAR attribute)

n_samples (pymcr.mcr.McrAR attribute) n_samples() (pymcr.mcr.McrAR property) n_targets (pymcr.mcr.McrAR attribute) n_targets() (pymcr.mcr.McrAR property) NNLS (class in pymcr.regressors)

O

OLS (class in pymcr.regressors)

P

pymcr (module) pymcr.condition (module), [1] pymcr.constraints (module), [1] pymcr.mcr (module), [1] pymcr.metrics (module), [1] pymcr.regressors (module), [1] pymcr.tests (module)

pymcr.tests.test_condition (module) pymcr.tests.test_constraints (module) pymcr.tests.test_external_regressors (module) pymcr.tests.test_mcr (module) pymcr.tests.test_metrics (module) pymcr.tests.test_regressors (module) pytestmark (pymcr.tests.test_external_regressors.TestSklearn attribute)

R

rank_ (pymcr.regressors.OLS attribute)

residual_ (pymcr.regressors.NNLS attribute) (pymcr.regressors.OLS attribute)

S

ST_ (pymcr.mcr.McrAR attribute) ST_opt_ (pymcr.mcr.McrAR attribute)

standardize() (in module pymcr.condition) svs_ (pymcr.regressors.OLS attribute)

T

test_basic_positive_least_squares() (in module pymcr.tests.test_regressors) test_compress_above() (in module pymcr.tests.test_constraints) test_compress_below() (in module pymcr.tests.test_constraints) test_cumsumnonneg() (in module pymcr.tests.test_constraints) test_cut_above() (in module pymcr.tests.test_constraints) test_cut_above_exclude() (in module pymcr.tests.test_constraints) test_cut_above_nonzerosum() (in module pymcr.tests.test_constraints) test_cut_below() (in module pymcr.tests.test_constraints) test_cut_below_exclude() (in module pymcr.tests.test_constraints) test_cut_below_nonzerosum() (in module pymcr.tests.test_constraints) test_cut_below_nonzerosum_exclude() (in module pymcr.tests.test_constraints) test_dimensionality() (in module pymcr.tests.test_regressors) test_instantiation() (in module pymcr.tests.test_regressors) test_mcr_c_semilearned() (in module pymcr.tests.test_mcr) test_mcr_errors() (in module pymcr.tests.test_mcr) test_mcr_ideal_default() (in module pymcr.tests.test_mcr) test_mcr_ideal_str_regressors() (in module pymcr.tests.test_mcr) test_mcr_max_iterations() (in module pymcr.tests.test_mcr) test_mcr_semilearned_both_c_st() (in module pymcr.tests.test_mcr) test_mcr_st_semilearned() (in module pymcr.tests.test_mcr) test_mcr_tol_err_change() (in module pymcr.tests.test_mcr) test_mcr_tol_increase() (in module pymcr.tests.test_mcr) test_mcr_tol_n_above_min() (in module pymcr.tests.test_mcr) test_mcr_tol_n_increase() (in module pymcr.tests.test_mcr) test_mse() (in module pymcr.tests.test_metrics) test_nnls_negative_x() (in module pymcr.tests.test_regressors) test_nonneg() (in module pymcr.tests.test_constraints) test_norm() (in module pymcr.tests.test_constraints) test_norm_fixed_axes() (in module pymcr.tests.test_constraints) test_ols_negative_x() (in module pymcr.tests.test_regressors)

test_planarize_err_type_input() (in module pymcr.tests.test_constraints) test_planarize_no_noise() (in module pymcr.tests.test_constraints) test_planarize_noisy() (in module pymcr.tests.test_constraints) test_planarize_noisy_list_target() (in module pymcr.tests.test_constraints) test_planarize_set_scaler() (in module pymcr.tests.test_constraints) test_planarize_use_above_and_below_on_plane() (in module pymcr.tests.test_constraints) test_props_features_samples_targets() (in module pymcr.tests.test_mcr) test_replace_zeros() (in module pymcr.tests.test_constraints) test_replace_zeros_multifeature() (in module pymcr.tests.test_constraints) test_replace_zeros_non1fval() (in module pymcr.tests.test_constraints) test_replace_zeros_non1fval_multifeature() (in module pymcr.tests.test_constraints) test_scale() (in module pymcr.tests.test_condition) test_sklearn_linear_regression() (pymcr.tests.test_external_regressors.TestSklearn method) test_zerocumsumendpoints() (in module pymcr.tests.test_constraints) test_zerocumsumendpoints_nodes() (in module pymcr.tests.test_constraints) test_zeroendpoints() (in module pymcr.tests.test_constraints) test_zeroendpoints_span() (in module pymcr.tests.test_constraints) TestSklearn (class in pymcr.tests.test_external_regressors) transform() (pymcr.constraints.Constraint method) (pymcr.constraints.ConstraintCompressAbove method) (pymcr.constraints.ConstraintCompressBelow method) (pymcr.constraints.ConstraintCumsumNonneg method) (pymcr.constraints.ConstraintCutAbove method), [1] (pymcr.constraints.ConstraintCutBelow method) (pymcr.constraints.ConstraintNonneg method) (pymcr.constraints.ConstraintNorm method) (pymcr.constraints.ConstraintPlanarize method) (pymcr.constraints.ConstraintReplaceZeros method) (pymcr.constraints.ConstraintZeroCumSumEndPoints method) (pymcr.constraints.ConstraintZeroEndPoints method)