Videre

2026-04-10 15:06:59 +02:00
parent 3031b7153b
commit e5a4711004
7806 changed files with 1918528 additions and 335 deletions
--- a/linedance-app/venv/lib/python3.12/site-packages/sklearn/svm/_libsvm.pxi
+++ b/linedance-app/venv/lib/python3.12/site-packages/sklearn/svm/_libsvm.pxi
@@ -0,0 +1,75 @@
+################################################################################
+# Includes
+from ..utils._typedefs cimport intp_t
+
+cdef extern from "_svm_cython_blas_helpers.h":
+    ctypedef double (*dot_func)(int, const double*, int, const double*, int)
+    cdef struct BlasFunctions:
+        dot_func dot
+
+
+cdef extern from "svm.h":
+    cdef struct svm_node
+    cdef struct svm_model
+    cdef struct svm_parameter:
+        int svm_type
+        int kernel_type
+        int degree    # for poly
+        double gamma  # for poly/rbf/sigmoid
+        double coef0  # for poly/sigmoid
+
+        # these are for training only
+        double cache_size  # in MB
+        double eps         # stopping criteria
+        double C           # for C_SVC, EPSILON_SVR and NU_SVR
+        int nr_weight      # for C_SVC
+        int *weight_label  # for C_SVC
+        double* weight     # for C_SVC
+        double nu          # for NU_SVC, ONE_CLASS, and NU_SVR
+        double p           # for EPSILON_SVR
+        int shrinking      # use the shrinking heuristics
+        int probability    # do probability estimates
+        int max_iter       # ceiling on Solver runtime
+        int random_seed    # seed for random generator in probability estimation
+
+    cdef struct svm_problem:
+        int l
+        double *y
+        svm_node *x
+        double *W  # instance weights
+
+    char *svm_check_parameter(svm_problem *, svm_parameter *)
+    svm_model *svm_train(svm_problem *, svm_parameter *, int *, BlasFunctions *) nogil
+    void svm_free_and_destroy_model(svm_model** model_ptr_ptr)
+    void svm_cross_validation(svm_problem *, svm_parameter *, int nr_fold, double *target, BlasFunctions *) nogil
+
+
+cdef extern from "libsvm_helper.c":
+    # this file contains methods for accessing libsvm 'hidden' fields
+    svm_node **dense_to_sparse (char *, intp_t *)
+    void set_parameter (svm_parameter *, int , int , int , double, double ,
+                        double , double , double , double,
+                        double, int, int, int, char *, char *, int,
+                        int)
+    void set_problem (svm_problem *, char *, char *, char *, intp_t *, int)
+
+    svm_model *set_model (svm_parameter *, int, char *, intp_t *,
+                          char *, intp_t *, intp_t *, char *,
+                          char *, char *, char *, char *)
+
+    void copy_sv_coef   (char *, svm_model *)
+    void copy_n_iter  (char *, svm_model *)
+    void copy_intercept (char *, svm_model *, intp_t *)
+    void copy_SV        (char *, svm_model *, intp_t *)
+    int copy_support (char *data, svm_model *model)
+    int copy_predict (char *, svm_model *, intp_t *, char *, BlasFunctions *) nogil
+    int copy_predict_proba (char *, svm_model *, intp_t *, char *, BlasFunctions *) nogil
+    int copy_predict_values(char *, svm_model *, intp_t *, char *, int, BlasFunctions *) nogil
+    void copy_nSV     (char *, svm_model *)
+    void copy_probA   (char *, svm_model *, intp_t *)
+    void copy_probB   (char *, svm_model *, intp_t *)
+    intp_t  get_l  (svm_model *)
+    intp_t  get_nr (svm_model *)
+    int  free_problem   (svm_problem *)
+    int  free_model     (svm_model *)
+    void set_verbosity(int)