SYMBOL INDEX (823 symbols across 34 files) FILE: assignment1/cs231n/classifiers/k_nearest_neighbor.py class KNearestNeighbor (line 7) | class KNearestNeighbor(object): method __init__ (line 10) | def __init__(self): method train (line 13) | def train(self, X, y): method predict (line 27) | def predict(self, X, k=1, num_loops=0): method compute_distances_two_loops (line 53) | def compute_distances_two_loops(self, X): method compute_distances_one_loop (line 85) | def compute_distances_one_loop(self, X): method compute_distances_no_loops (line 109) | def compute_distances_no_loops(self, X): method predict_labels (line 147) | def predict_labels(self, dists, k=1): FILE: assignment1/cs231n/classifiers/linear_classifier.py class LinearClassifier (line 11) | class LinearClassifier(object): method __init__ (line 13) | def __init__(self): method train (line 16) | def train(self, X, y, learning_rate=1e-3, reg=1e-5, num_iters=100, method predict (line 88) | def predict(self, X): method loss (line 115) | def loss(self, X_batch, y_batch, reg): class LinearSVM (line 133) | class LinearSVM(LinearClassifier): method loss (line 136) | def loss(self, X_batch, y_batch, reg): class Softmax (line 140) | class Softmax(LinearClassifier): method loss (line 143) | def loss(self, X_batch, y_batch, reg): FILE: assignment1/cs231n/classifiers/linear_svm.py function svm_loss_naive (line 6) | def svm_loss_naive(W, X, y, reg): function svm_loss_vectorized (line 74) | def svm_loss_vectorized(W, X, y, reg): FILE: assignment1/cs231n/classifiers/neural_net.py class TwoLayerNet (line 9) | class TwoLayerNet(object): method __init__ (line 24) | def __init__(self, input_size, hidden_size, output_size, std=1e-4): method loss (line 46) | def loss(self, X, y=None, reg=0.0): method train (line 143) | def train(self, X, y, X_val, y_val, method predict (line 227) | def predict(self, X): FILE: assignment1/cs231n/classifiers/softmax.py function softmax_loss_naive (line 6) | def softmax_loss_naive(W, X, y, reg): function softmax_loss_vectorized (line 65) | def softmax_loss_vectorized(W, X, y, reg): FILE: assignment1/cs231n/data_utils.py function load_pickle (line 10) | def load_pickle(f): function load_CIFAR_batch (line 18) | def load_CIFAR_batch(filename): function load_CIFAR10 (line 28) | def load_CIFAR10(ROOT): function get_CIFAR10_data (line 44) | def get_CIFAR10_data(num_training=49000, num_validation=1000, num_test=1... function load_tiny_imagenet (line 86) | def load_tiny_imagenet(path, dtype=np.float32, subtract_mean=True): function load_models (line 214) | def load_models(models_dir): function load_imagenet_val (line 237) | def load_imagenet_val(num=None): FILE: assignment1/cs231n/features.py function extract_features (line 11) | def extract_features(imgs, feature_fns, verbose=False): function rgb2gray (line 61) | def rgb2gray(rgb): function hog_feature (line 74) | def hog_feature(im): function color_histogram_hsv (line 128) | def color_histogram_hsv(im, nbin=10, xmin=0, xmax=255, normalized=True): FILE: assignment1/cs231n/gradient_check.py function eval_numerical_gradient (line 8) | def eval_numerical_gradient(f, x, verbose=True, h=0.00001): function eval_numerical_gradient_array (line 39) | def eval_numerical_gradient_array(f, x, df, h=1e-5): function eval_numerical_gradient_blobs (line 61) | def eval_numerical_gradient_blobs(f, inputs, output, h=1e-5): function eval_numerical_gradient_net (line 103) | def eval_numerical_gradient_net(net, inputs, output, h=1e-5): function grad_check_sparse (line 108) | def grad_check_sparse(f, x, analytic_grad, num_checks=10, h=1e-5): FILE: assignment1/cs231n/vis_utils.py function visualize_grid (line 7) | def visualize_grid(Xs, ubound=255.0, padding=1): function vis_grid (line 41) | def vis_grid(Xs): function vis_nn (line 59) | def vis_nn(rows): FILE: assignment2/cs231n/classifiers/cnn.py class ThreeLayerConvNet (line 9) | class ThreeLayerConvNet(object): method __init__ (line 20) | def __init__(self, input_dim=(3, 32, 32), num_filters=32, filter_size=7, method loss (line 80) | def loss(self, X, y=None): FILE: assignment2/cs231n/classifiers/fc_net.py class TwoLayerNet (line 9) | class TwoLayerNet(object): method __init__ (line 25) | def __init__(self, input_dim=3*32*32, hidden_dim=100, num_classes=10, method loss (line 67) | def loss(self, X, y=None): class FullyConnectedNet (line 143) | class FullyConnectedNet(object): method __init__ (line 159) | def __init__(self, hidden_dims, input_dim=3*32*32, num_classes=10, method loss (line 248) | def loss(self, X, y=None): FILE: assignment2/cs231n/data_utils.py function load_pickle (line 10) | def load_pickle(f): function load_CIFAR_batch (line 18) | def load_CIFAR_batch(filename): function load_CIFAR10 (line 28) | def load_CIFAR10(ROOT): function get_CIFAR10_data (line 44) | def get_CIFAR10_data(num_training=49000, num_validation=1000, num_test=1... function load_tiny_imagenet (line 86) | def load_tiny_imagenet(path, dtype=np.float32, subtract_mean=True): function load_models (line 214) | def load_models(models_dir): function load_imagenet_val (line 237) | def load_imagenet_val(num=None): FILE: assignment2/cs231n/fast_layers.py function conv_forward_im2col (line 16) | def conv_forward_im2col(x, w, b, conv_param): function conv_forward_pytorch (line 45) | def conv_forward_pytorch(x, w, b, conv_param): function conv_backward_pytorch (line 57) | def conv_backward_pytorch(dout, cache): function conv_forward_strides (line 65) | def conv_forward_strides(x, w, b, conv_param): function conv_backward_strides (line 109) | def conv_backward_strides(dout, cache): function conv_backward_im2col (line 129) | def conv_backward_im2col(dout, cache): function max_pool_forward_fast (line 155) | def max_pool_forward_fast(x, pool_param): function max_pool_backward_fast (line 179) | def max_pool_backward_fast(dout, cache): function max_pool_forward_reshape (line 195) | def max_pool_forward_reshape(x, pool_param): function max_pool_backward_reshape (line 216) | def max_pool_backward_reshape(dout, cache): function max_pool_forward_im2col (line 247) | def max_pool_forward_im2col(x, pool_param): function max_pool_backward_im2col (line 274) | def max_pool_backward_im2col(dout, cache): FILE: assignment2/cs231n/gradient_check.py function eval_numerical_gradient (line 8) | def eval_numerical_gradient(f, x, verbose=True, h=0.00001): function eval_numerical_gradient_array (line 39) | def eval_numerical_gradient_array(f, x, df, h=1e-5): function eval_numerical_gradient_blobs (line 61) | def eval_numerical_gradient_blobs(f, inputs, output, h=1e-5): function eval_numerical_gradient_net (line 103) | def eval_numerical_gradient_net(net, inputs, output, h=1e-5): function grad_check_sparse (line 108) | def grad_check_sparse(f, x, analytic_grad, num_checks=10, h=1e-5): FILE: assignment2/cs231n/im2col.py function get_im2col_indices (line 5) | def get_im2col_indices(x_shape, field_height, field_width, padding=1, st... function im2col_indices (line 26) | def 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*__pyx_pf_13im2col_cython_18col2im_6d_cython(CYTHON_UNUS... function PyObject (line 7959) | static PyObject *__pyx_fuse_1__pyx_pw_13im2col_cython_21col2im_6d_cython... function PyObject (line 8100) | static PyObject *__pyx_pf_13im2col_cython_20col2im_6d_cython(CYTHON_UNUS... function CYTHON_UNUSED (line 8436) | static CYTHON_UNUSED int __pyx_pw_5numpy_7ndarray_1__getbuffer__(PyObjec... function __pyx_pf_5numpy_7ndarray___getbuffer__ (line 8447) | static int __pyx_pf_5numpy_7ndarray___getbuffer__(PyArrayObject *__pyx_v... function CYTHON_UNUSED (line 9200) | static CYTHON_UNUSED void __pyx_pw_5numpy_7ndarray_3__releasebuffer__(Py... function __pyx_pf_5numpy_7ndarray_2__releasebuffer__ (line 9209) | static void __pyx_pf_5numpy_7ndarray_2__releasebuffer__(PyArrayObject *_... function CYTHON_INLINE (line 9290) | static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew1(PyOb... function CYTHON_INLINE (line 9337) | static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew2(PyOb... function CYTHON_INLINE (line 9384) | static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew3(PyOb... function CYTHON_INLINE (line 9431) | static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew4(PyOb... function CYTHON_INLINE (line 9478) | static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyArray_MultiIterNew5(PyOb... function CYTHON_INLINE (line 9525) | static CYTHON_INLINE PyObject *__pyx_f_5numpy_PyDataType_SHAPE(PyArray_D... function CYTHON_INLINE (line 9599) | static CYTHON_INLINE char *__pyx_f_5numpy__util_dtypestring(PyArray_Desc... function CYTHON_INLINE (line 10345) | static CYTHON_INLINE void __pyx_f_5numpy_set_array_base(PyArrayObject *_... function CYTHON_INLINE (line 10387) | static CYTHON_INLINE PyObject *__pyx_f_5numpy_get_array_base(PyArrayObje... function CYTHON_INLINE (line 10468) | static CYTHON_INLINE int __pyx_f_5numpy_import_array(void) { function CYTHON_INLINE (line 10597) | static CYTHON_INLINE int __pyx_f_5numpy_import_umath(void) { function CYTHON_INLINE (line 10726) | static CYTHON_INLINE int __pyx_f_5numpy_import_ufunc(void) { function __pyx_array___cinit__ (line 10854) | static int __pyx_array___cinit__(PyObject *__pyx_v_self, PyObject *__pyx... function __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__ (line 10979) | static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array___cinit__(s... function CYTHON_UNUSED (line 11599) | static CYTHON_UNUSED int __pyx_array_getbuffer(PyObject *__pyx_v_self, P... function __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffer__ (line 11610) | static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_2__getbuffe... function __pyx_array___dealloc__ (line 11903) | static void __pyx_array___dealloc__(PyObject *__pyx_v_self) { function __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc__ (line 11912) | static void __pyx_array___pyx_pf_15View_dot_MemoryView_5array_4__dealloc... function PyObject (line 12034) | static PyObject *__pyx_pw_15View_dot_MemoryView_5array_7memview_1__get__... function PyObject (line 12045) | static PyObject *__pyx_pf_15View_dot_MemoryView_5array_7memview___get__(... function PyObject (line 12092) | static PyObject *__pyx_array_get_memview(struct __pyx_array_obj *__pyx_v... function Py_ssize_t (line 12171) | static Py_ssize_t __pyx_array___len__(PyObject *__pyx_v_self) { function Py_ssize_t (line 12182) | static Py_ssize_t __pyx_array___pyx_pf_15View_dot_MemoryView_5array_6__l... function PyObject (line 12221) | static PyObject *__pyx_array___getattr__(PyObject *__pyx_v_self, PyObjec... function PyObject (line 12232) | static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_8__ge... function PyObject (line 12286) | static PyObject *__pyx_array___getitem__(PyObject *__pyx_v_self, PyObjec... function PyObject (line 12297) | static PyObject *__pyx_array___pyx_pf_15View_dot_MemoryView_5array_10__g... function __pyx_array___setitem__ (line 12351) | static int __pyx_array___setitem__(PyObject *__pyx_v_self, PyObject *__p... function __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem__ (line 12362) | static int __pyx_array___pyx_pf_15View_dot_MemoryView_5array_12__setitem... function PyObject (line 12408) | static PyObject *__pyx_pw___pyx_array_1__reduce_cython__(PyObject *__pyx... function PyObject (line 12419) | static PyObject *__pyx_pf___pyx_array___reduce_cython__(CYTHON_UNUSED st... function PyObject (line 12462) | static PyObject *__pyx_pw___pyx_array_3__setstate_cython__(PyObject *__p... function PyObject (line 12473) | static PyObject *__pyx_pf___pyx_array_2__setstate_cython__(CYTHON_UNUSED... type __pyx_array_obj (line 12515) | struct __pyx_array_obj type __pyx_array_obj (line 12516) | struct __pyx_array_obj type __pyx_array_obj (line 12517) | struct __pyx_array_obj type __pyx_array_obj (line 12566) | struct __pyx_array_obj type __pyx_array_obj (line 12630) | struct __pyx_array_obj function __pyx_MemviewEnum___init__ (line 12689) | static int __pyx_MemviewEnum___init__(PyObject *__pyx_v_self, PyObject *... function __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init__ (line 12737) | static int __pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum___init... function PyObject (line 12779) | static PyObject *__pyx_MemviewEnum___repr__(PyObject *__pyx_v_self) { function PyObject (line 12790) | static PyObject *__pyx_MemviewEnum___pyx_pf_15View_dot_MemoryView_4Enum_... function PyObject (line 12830) | static PyObject *__pyx_pw___pyx_MemviewEnum_1__reduce_cython__(PyObject ... function PyObject (line 12841) | static PyObject *__pyx_pf___pyx_MemviewEnum___reduce_cython__(struct __p... function PyObject (line 13062) | static PyObject *__pyx_pw___pyx_MemviewEnum_3__setstate_cython__(PyObjec... function PyObject (line 13073) | static PyObject *__pyx_pf___pyx_MemviewEnum_2__setstate_cython__(struct ... function __pyx_memoryview___cinit__ (line 13202) | static int __pyx_memoryview___cinit__(PyObject *__pyx_v_self, PyObject *... function __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview___cinit__ (line 13279) | static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_... function __pyx_memoryview___dealloc__ (line 13575) | static void __pyx_memoryview___dealloc__(PyObject *__pyx_v_self) { function __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_2__dealloc__ (line 13584) | static void __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview... type __pyx_memoryview_obj (line 13765) | struct __pyx_memoryview_obj function PyObject (line 13902) | static PyObject *__pyx_memoryview___getitem__(PyObject *__pyx_v_self, Py... function PyObject (line 13913) | static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memor... function __pyx_memoryview___setitem__ (line 14088) | static int __pyx_memoryview___setitem__(PyObject *__pyx_v_self, PyObject... function __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_6__setitem__ (line 14099) | static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_... function PyObject (line 14311) | static PyObject *__pyx_memoryview_is_slice(struct __pyx_memoryview_obj *... function PyObject (line 14518) | static PyObject *__pyx_memoryview_setitem_slice_assignment(struct __pyx_... function PyObject (line 14601) | static PyObject *__pyx_memoryview_setitem_slice_assign_scalar(struct __p... function PyObject (line 14886) | static PyObject *__pyx_memoryview_setitem_indexed(struct __pyx_memoryvie... function PyObject (line 14944) | static PyObject *__pyx_memoryview_convert_item_to_object(struct __pyx_me... function PyObject (line 15218) | static PyObject *__pyx_memoryview_assign_item_from_object(struct __pyx_m... function CYTHON_UNUSED (line 15456) | static CYTHON_UNUSED int __pyx_memoryview_getbuffer(PyObject *__pyx_v_se... function __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_8__getbuffer__ (line 15467) | static int __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memoryview_... function PyObject (line 15797) | static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_1T_1__get__... function PyObject (line 15808) | static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_1T___get__(... function PyObject (line 15880) | static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4base_1__ge... function PyObject (line 15891) | static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4base___get... function PyObject (line 15933) | static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_5shape_1__g... function PyObject (line 15944) | static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_5shape___ge... function PyObject (line 16011) | static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_7strides_1_... function PyObject (line 16022) | static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_7strides___... function PyObject (line 16122) | static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_10suboffset... function PyObject (line 16133) | static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_10suboffset... function PyObject (line 16237) | static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4ndim_1__ge... function PyObject (line 16248) | static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4ndim___get... function PyObject (line 16297) | static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_8itemsize_1... function PyObject (line 16308) | static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_8itemsize__... function PyObject (line 16357) | static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_6nbytes_1__... function PyObject (line 16368) | static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_6nbytes___g... function PyObject (line 16427) | static PyObject *__pyx_pw_15View_dot_MemoryView_10memoryview_4size_1__ge... function PyObject (line 16438) | static PyObject *__pyx_pf_15View_dot_MemoryView_10memoryview_4size___get... function Py_ssize_t (line 16565) | static Py_ssize_t __pyx_memoryview___len__(PyObject *__pyx_v_self) { function Py_ssize_t (line 16576) | static Py_ssize_t __pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memo... function PyObject (line 16645) | static PyObject *__pyx_memoryview___repr__(PyObject *__pyx_v_self) { function PyObject (line 16656) | static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memor... function PyObject (line 16744) | static PyObject *__pyx_memoryview___str__(PyObject *__pyx_v_self) { function PyObject (line 16755) | static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memor... function PyObject (line 16820) | static PyObject *__pyx_memoryview_is_c_contig(PyObject *__pyx_v_self, CY... function PyObject (line 16831) | static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memor... function PyObject (line 16891) | static PyObject *__pyx_memoryview_is_f_contig(PyObject *__pyx_v_self, CY... function PyObject (line 16902) | static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memor... function PyObject (line 16962) | static PyObject *__pyx_memoryview_copy(PyObject *__pyx_v_self, CYTHON_UN... function PyObject (line 16973) | static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memor... function PyObject (line 17053) | static PyObject *__pyx_memoryview_copy_fortran(PyObject *__pyx_v_self, C... function PyObject (line 17064) | static PyObject *__pyx_memoryview___pyx_pf_15View_dot_MemoryView_10memor... function PyObject (line 17143) | static PyObject *__pyx_pw___pyx_memoryview_1__reduce_cython__(PyObject *... function PyObject (line 17154) | static PyObject *__pyx_pf___pyx_memoryview___reduce_cython__(CYTHON_UNUS... function PyObject (line 17197) | static PyObject *__pyx_pw___pyx_memoryview_3__setstate_cython__(PyObject... function PyObject (line 17208) | static PyObject *__pyx_pf___pyx_memoryview_2__setstate_cython__(CYTHON_U... function PyObject (line 17250) | static PyObject *__pyx_memoryview_new(PyObject *__pyx_v_o, int __pyx_v_f... function CYTHON_INLINE (line 17338) | static CYTHON_INLINE int __pyx_memoryview_check(PyObject *__pyx_v_o) { function PyObject (line 17377) | static PyObject *_unellipsify(PyObject *__pyx_v_index, int __pyx_v_ndim) { function PyObject (line 17831) | static PyObject *assert_direct_dimensions(Py_ssize_t *__pyx_v_suboffsets... type __pyx_memoryview_obj (line 17916) | struct __pyx_memoryview_obj type __pyx_memoryview_obj (line 17916) | struct __pyx_memoryview_obj type __pyx_memoryviewslice_obj (line 17923) | struct __pyx_memoryviewslice_obj type __pyx_memoryview_obj (line 17933) | struct __pyx_memoryview_obj type __pyx_memoryview_obj (line 17938) | struct __pyx_memoryview_obj type __pyx_memoryviewslice_obj (line 18005) | struct __pyx_memoryviewslice_obj type __pyx_memoryview_obj (line 18417) | struct __pyx_memoryview_obj type __pyx_memoryview_obj (line 18458) | struct __pyx_memoryview_obj function __pyx_memoryview_slice_memviewslice (line 18493) | static int __pyx_memoryview_slice_memviewslice(__Pyx_memviewslice *__pyx... function __pyx_memslice_transpose (line 19580) | static int __pyx_memslice_transpose(__Pyx_memviewslice *__pyx_v_memslice) { function __pyx_memoryviewslice___dealloc__ (line 19753) | static void __pyx_memoryviewslice___dealloc__(PyObject *__pyx_v_self) { function __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memoryviewslice___dealloc__ (line 19762) | static void __pyx_memoryviewslice___pyx_pf_15View_dot_MemoryView_16_memo... function PyObject (line 19795) | static PyObject *__pyx_memoryviewslice_convert_item_to_object(struct __p... function PyObject (line 19878) | static PyObject *__pyx_memoryviewslice_assign_item_from_object(struct __... function PyObject (line 19960) | static PyObject *__pyx_pw_15View_dot_MemoryView_16_memoryviewslice_4base... function PyObject (line 19971) | static PyObject *__pyx_pf_15View_dot_MemoryView_16_memoryviewslice_4base... function PyObject (line 20011) | static PyObject *__pyx_pw___pyx_memoryviewslice_1__reduce_cython__(PyObj... function PyObject (line 20022) | static PyObject *__pyx_pf___pyx_memoryviewslice___reduce_cython__(CYTHON... function PyObject (line 20065) | static PyObject *__pyx_pw___pyx_memoryviewslice_3__setstate_cython__(PyO... function PyObject (line 20076) | static PyObject *__pyx_pf___pyx_memoryviewslice_2__setstate_cython__(CYT... function PyObject (line 20118) | static PyObject *__pyx_memoryview_fromslice(__Pyx_memviewslice __pyx_v_m... function __Pyx_memviewslice (line 20501) | static __Pyx_memviewslice *__pyx_memoryview_get_slice_from_memoryview(st... function __pyx_memoryview_slice_copy (line 20601) | static void __pyx_memoryview_slice_copy(struct __pyx_memoryview_obj *__p... function PyObject (line 20727) | static PyObject *__pyx_memoryview_copy_object(struct __pyx_memoryview_ob... function PyObject (line 20784) | static PyObject *__pyx_memoryview_copy_object_from_slice(struct __pyx_me... function Py_ssize_t (line 20907) | static Py_ssize_t abs_py_ssize_t(Py_ssize_t __pyx_v_arg) { function __pyx_get_best_slice_order (line 20973) | static char __pyx_get_best_slice_order(__Pyx_memviewslice *__pyx_v_mslic... function _copy_strided_to_strided (line 21163) | static void _copy_strided_to_strided(char *__pyx_v_src_data, Py_ssize_t ... function copy_strided_to_strided (line 21400) | static void copy_strided_to_strided(__Pyx_memviewslice *__pyx_v_src, __P... function Py_ssize_t (line 21430) | static Py_ssize_t __pyx_memoryview_slice_get_size(__Pyx_memviewslice *__... function Py_ssize_t (line 21502) | static Py_ssize_t __pyx_fill_contig_strides_array(Py_ssize_t *__pyx_v_sh... type __pyx_memoryview_obj (line 21633) | struct __pyx_memoryview_obj function __pyx_memoryview_err_extents (line 21876) | static int __pyx_memoryview_err_extents(int __pyx_v_i, Py_ssize_t __pyx_... function __pyx_memoryview_err_dim (line 21961) | static int __pyx_memoryview_err_dim(PyObject *__pyx_v_error, char *__pyx... function __pyx_memoryview_err (line 22042) | static int __pyx_memoryview_err(PyObject *__pyx_v_error, char *__pyx_v_m... function __pyx_memoryview_copy_contents (line 22149) | static int __pyx_memoryview_copy_contents(__Pyx_memviewslice __pyx_v_src... function __pyx_memoryview_broadcast_leading (line 22725) | static void __pyx_memoryview_broadcast_leading(__Pyx_memviewslice *__pyx... function __pyx_memoryview_refcount_copying (line 22838) | static void __pyx_memoryview_refcount_copying(__Pyx_memviewslice *__pyx_... function __pyx_memoryview_refcount_objects_in_slice_with_gil (line 22888) | static void __pyx_memoryview_refcount_objects_in_slice_with_gil(char *__... function __pyx_memoryview_refcount_objects_in_slice (line 22927) | static void __pyx_memoryview_refcount_objects_in_slice(char *__pyx_v_dat... function __pyx_memoryview_slice_assign_scalar (line 23059) | static void __pyx_memoryview_slice_assign_scalar(__Pyx_memviewslice *__p... function __pyx_memoryview__slice_assign_scalar (line 23107) | static void __pyx_memoryview__slice_assign_scalar(char *__pyx_v_data, Py... function PyObject (line 23239) | static PyObject *__pyx_pw_15View_dot_MemoryView_1__pyx_unpickle_Enum(PyO... function PyObject (line 23309) | static PyObject *__pyx_pf_15View_dot_MemoryView___pyx_unpickle_Enum(CYTH... function PyObject (line 23497) | static PyObject *__pyx_unpickle_Enum__set_state(struct __pyx_MemviewEnum... type __pyx_vtabstruct_array (line 23617) | struct __pyx_vtabstruct_array function PyObject (line 23619) | static PyObject *__pyx_tp_new_array(PyTypeObject *t, PyObject *a, PyObje... function __pyx_tp_dealloc_array (line 23639) | static void __pyx_tp_dealloc_array(PyObject *o) { function PyObject (line 23658) | static PyObject *__pyx_sq_item_array(PyObject *o, Py_ssize_t i) { function __pyx_mp_ass_subscript_array (line 23666) | static int __pyx_mp_ass_subscript_array(PyObject *o, PyObject *i, PyObje... function PyObject (line 23677) | static PyObject *__pyx_tp_getattro_array(PyObject *o, PyObject *n) { function PyObject (line 23686) | static PyObject *__pyx_getprop___pyx_array_memview(PyObject *o, CYTHON_U... type PyGetSetDef (line 23697) | struct PyGetSetDef type __pyx_array_obj (line 23741) | struct __pyx_array_obj function PyObject (line 23796) | static PyObject *__pyx_tp_new_Enum(PyTypeObject *t, CYTHON_UNUSED PyObje... function __pyx_tp_dealloc_Enum (line 23810) | static void __pyx_tp_dealloc_Enum(PyObject *o) { function __pyx_tp_traverse_Enum (line 23822) | static int __pyx_tp_traverse_Enum(PyObject *o, visitproc v, void *a) { function __pyx_tp_clear_Enum (line 23831) | static int __pyx_tp_clear_Enum(PyObject *o) { type __pyx_MemviewEnum_obj (line 23849) | struct __pyx_MemviewEnum_obj type __pyx_vtabstruct_memoryview (line 23903) | struct __pyx_vtabstruct_memoryview function PyObject (line 23905) | static PyObject *__pyx_tp_new_memoryview(PyTypeObject *t, PyObject *a, P... function __pyx_tp_dealloc_memoryview (line 23927) | static void __pyx_tp_dealloc_memoryview(PyObject *o) { function __pyx_tp_traverse_memoryview (line 23949) | static int __pyx_tp_traverse_memoryview(PyObject *o, visitproc v, void *... function __pyx_tp_clear_memoryview (line 23967) | static int __pyx_tp_clear_memoryview(PyObject *o) { function PyObject (line 23982) | static PyObject *__pyx_sq_item_memoryview(PyObject *o, Py_ssize_t i) { function __pyx_mp_ass_subscript_memoryview (line 23990) | static int __pyx_mp_ass_subscript_memoryview(PyObject *o, PyObject *i, P... function PyObject (line 24001) | static PyObject *__pyx_getprop___pyx_memoryview_T(PyObject *o, CYTHON_UN... function PyObject (line 24005) | static PyObject *__pyx_getprop___pyx_memoryview_base(PyObject *o, CYTHON... function PyObject (line 24009) | static PyObject *__pyx_getprop___pyx_memoryview_shape(PyObject *o, CYTHO... function PyObject (line 24013) | static PyObject *__pyx_getprop___pyx_memoryview_strides(PyObject *o, CYT... function PyObject (line 24017) | static PyObject *__pyx_getprop___pyx_memoryview_suboffsets(PyObject *o, ... function PyObject (line 24021) | static PyObject *__pyx_getprop___pyx_memoryview_ndim(PyObject *o, CYTHON... function PyObject (line 24025) | static PyObject *__pyx_getprop___pyx_memoryview_itemsize(PyObject *o, CY... function PyObject (line 24029) | static PyObject *__pyx_getprop___pyx_memoryview_nbytes(PyObject *o, CYTH... function PyObject (line 24033) | static PyObject *__pyx_getprop___pyx_memoryview_size(PyObject *o, CYTHON... type PyGetSetDef (line 24047) | struct PyGetSetDef type __pyx_memoryview_obj (line 24099) | struct __pyx_memoryview_obj type __pyx_vtabstruct__memoryviewslice (line 24153) | struct __pyx_vtabstruct__memoryviewslice function PyObject (line 24155) | static PyObject *__pyx_tp_new__memoryviewslice(PyTypeObject *t, PyObject... function __pyx_tp_dealloc__memoryviewslice (line 24166) | static void __pyx_tp_dealloc__memoryviewslice(PyObject *o) { function __pyx_tp_traverse__memoryviewslice (line 24187) | static int __pyx_tp_traverse__memoryviewslice(PyObject *o, visitproc v, ... function __pyx_tp_clear__memoryviewslice (line 24197) | static int __pyx_tp_clear__memoryviewslice(PyObject *o) { function PyObject (line 24208) | static PyObject *__pyx_getprop___pyx_memoryviewslice_base(PyObject *o, C... type PyGetSetDef (line 24218) | struct PyGetSetDef type __pyx_memoryviewslice_obj (line 24226) | struct __pyx_memoryviewslice_obj type PyModuleDef (line 24304) | struct PyModuleDef function CYTHON_SMALL_CODE (line 24475) | static CYTHON_SMALL_CODE int __Pyx_InitCachedBuiltins(void) { function CYTHON_SMALL_CODE (line 24491) | static CYTHON_SMALL_CODE int __Pyx_InitCachedConstants(void) { function CYTHON_SMALL_CODE (line 24935) | static CYTHON_SMALL_CODE int __Pyx_InitGlobals(void) { function __Pyx_modinit_global_init_code (line 24956) | static int 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__Pyx_copy_spec_to_module(PyObject *spec, P... function CYTHON_SMALL_CODE (line 25156) | static CYTHON_SMALL_CODE PyObject* __pyx_pymod_create(PyObject *spec, CY... function __Pyx_RefNannyAPIStruct (line 25584) | static __Pyx_RefNannyAPIStruct *__Pyx_RefNannyImportAPI(const char *modn... function CYTHON_INLINE (line 25601) | static CYTHON_INLINE PyObject* __Pyx_PyObject_GetAttrStr(PyObject* obj, ... function PyObject (line 25614) | static PyObject *__Pyx_GetBuiltinName(PyObject *name) { function __Pyx_RaiseArgtupleInvalid (line 25628) | static void __Pyx_RaiseArgtupleInvalid( function __Pyx_RaiseDoubleKeywordsError (line 25654) | static void __Pyx_RaiseDoubleKeywordsError( function __Pyx_ParseOptionalKeywords (line 25668) | static int __Pyx_ParseOptionalKeywords( function PyObject (line 25770) | static PyObject *__Pyx_GetItemInt_Generic(PyObject *o, PyObject* j) { function CYTHON_INLINE (line 25777) | static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, P... function CYTHON_INLINE (line 25795) | static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Tuple_Fast(PyObject *o, ... function CYTHON_INLINE (line 25813) | static CYTHON_INLINE PyObject *__Pyx_GetItemInt_Fast(PyObject *o, Py_ssi... function PyObject (line 25858) | static PyObject *__Pyx_PyDict_GetItem(PyObject *d, PyObject* key) { function CYTHON_INLINE (line 25882) | static CYTHON_INLINE PyObject * __Pyx_PyCFunction_FastCall(PyObject *fun... function PyObject (line 25905) | static PyObject* __Pyx_PyFunction_FastCallNoKw(PyCodeObject *co, PyObjec... function CYTHON_INLINE (line 26024) | static CYTHON_INLINE PyObject* __Pyx_PyObject_Call(PyObject *func, PyObj... function CYTHON_INLINE (line 26044) | static CYTHON_INLINE PyObject* __Pyx_PyObject_CallMethO(PyObject *func, ... function PyObject (line 26064) | static PyObject* __Pyx__PyObject_CallOneArg(PyObject *func, PyObject *ar... function CYTHON_INLINE (line 26074) | static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func,... function CYTHON_INLINE (line 26092) | static CYTHON_INLINE PyObject* __Pyx_PyObject_CallOneArg(PyObject *func,... function CYTHON_INLINE (line 26104) | static CYTHON_INLINE void __Pyx_ErrRestoreInState(PyThreadState *tstate,... function CYTHON_INLINE (line 26116) | static CYTHON_INLINE void __Pyx_ErrFetchInState(PyThreadState *tstate, P... function __Pyx_Raise (line 26128) | static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, function __Pyx_Raise (line 26179) | static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, P... function CYTHON_INLINE (line 26286) | static CYTHON_INLINE Py_UCS4 __Pyx_PyUnicode_AsPy_UCS4(PyObject* x) { function __Pyx__PyObject_Ord (line 26317) | static long __Pyx__PyObject_Ord(PyObject* c) { function __Pyx_SetItemInt_Generic (line 26346) | static int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *... function CYTHON_INLINE (line 26353) | static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i... function CYTHON_INLINE (line 26395) | static CYTHON_INLINE int __Pyx_IterFinish(void) { function CYTHON_INLINE (line 26431) | static CYTHON_INLINE PyObject* __Pyx_PyObject_CallNoArg(PyObject *func) { function __Pyx_PyObject_GetMethod (line 26452) | static int __Pyx_PyObject_GetMethod(PyObject *obj, PyObject *name, PyObj... function PyObject (line 26548) | static PyObject* __Pyx_PyObject_CallMethod0(PyObject* obj, PyObject* met... function CYTHON_INLINE (line 26564) | static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t inde... function CYTHON_INLINE (line 26571) | static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expec... function __Pyx_IternextUnpackEndCheck (line 26577) | static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t exp... function CYTHON_INLINE (line 26589) | static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { function __Pyx_UnpackTupleError (line 26594) | static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t 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26873) | static int __Pyx_BufFmt_ExpectNumber(const char **ts) { function __Pyx_BufFmt_RaiseUnexpectedChar (line 26880) | static void __Pyx_BufFmt_RaiseUnexpectedChar(char ch) { function __Pyx_BufFmt_TypeCharToStandardSize (line 26908) | static size_t __Pyx_BufFmt_TypeCharToStandardSize(char ch, int is_comple... function __Pyx_BufFmt_TypeCharToNativeSize (line 26926) | static size_t __Pyx_BufFmt_TypeCharToNativeSize(char ch, int is_complex) { type __Pyx_st_short (line 26945) | typedef struct { char c; short x; } __Pyx_st_short; type __Pyx_st_int (line 26946) | typedef struct { char c; int x; } __Pyx_st_int; type __Pyx_st_long (line 26947) | typedef struct { char c; long x; } __Pyx_st_long; type __Pyx_st_float (line 26948) | typedef struct { char c; float x; } __Pyx_st_float; type __Pyx_st_double (line 26949) | typedef struct { char c; double x; } __Pyx_st_double; type __Pyx_st_longdouble (line 26950) | typedef struct { char c; long double x; } __Pyx_st_longdouble; type __Pyx_st_void_p (line 26951) | typedef struct { char c; void *x; } __Pyx_st_void_p; type __Pyx_st_longlong (line 26953) | typedef struct { char c; PY_LONG_LONG x; } __Pyx_st_longlong; function __Pyx_BufFmt_TypeCharToAlignment (line 26955) | static size_t __Pyx_BufFmt_TypeCharToAlignment(char ch, CYTHON_UNUSED in... type __Pyx_pad_short (line 26977) | typedef struct { short x; char c; } __Pyx_pad_short; type __Pyx_pad_int (line 26978) | typedef struct { int x; char c; } __Pyx_pad_int; type __Pyx_pad_long (line 26979) | typedef struct { long x; char c; } __Pyx_pad_long; type __Pyx_pad_float (line 26980) | typedef struct { float x; char c; } __Pyx_pad_float; type __Pyx_pad_double (line 26981) | typedef struct { double x; char c; } __Pyx_pad_double; type __Pyx_pad_longdouble (line 26982) | typedef struct { long double x; char c; } __Pyx_pad_longdouble; type __Pyx_pad_void_p (line 26983) | typedef struct { void *x; char c; } __Pyx_pad_void_p; type __Pyx_pad_longlong (line 26985) | typedef struct { PY_LONG_LONG x; char c; } __Pyx_pad_longlong; function __Pyx_BufFmt_TypeCharToPadding (line 26987) | static size_t __Pyx_BufFmt_TypeCharToPadding(char ch, CYTHON_UNUSED int ... function __Pyx_BufFmt_TypeCharToGroup (line 27005) | static char __Pyx_BufFmt_TypeCharToGroup(char ch, int is_complex) { function __Pyx_BufFmt_RaiseExpected (line 27026) | static void __Pyx_BufFmt_RaiseExpected(__Pyx_BufFmt_Context* ctx) { function __Pyx_BufFmt_ProcessTypeChunk (line 27050) | static int __Pyx_BufFmt_ProcessTypeChunk(__Pyx_BufFmt_Context* ctx) { function PyObject (line 27152) | static PyObject * function CYTHON_INLINE (line 27333) | static CYTHON_INLINE void __Pyx_SafeReleaseBuffer(Py_buffer* info) { function __Pyx_ZeroBuffer (line 27338) | static void __Pyx_ZeroBuffer(Py_buffer* buf) { function __Pyx__GetBufferAndValidate (line 27345) | static int __Pyx__GetBufferAndValidate( function __Pyx_div_long (line 27380) | static CYTHON_INLINE long __Pyx_div_long(long a, long b) { function CYTHON_INLINE 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void __Pyx_ExceptionSwap(PyObject **type, PyObject ... function PyObject (line 27873) | static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int l... function __Pyx_InBases (line 27939) | static int __Pyx_InBases(PyTypeObject *a, PyTypeObject *b) { function CYTHON_INLINE (line 27947) | static CYTHON_INLINE int __Pyx_IsSubtype(PyTypeObject *a, PyTypeObject *... function __Pyx_inner_PyErr_GivenExceptionMatches2 (line 27963) | static int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObject *err, PyObj... function CYTHON_INLINE (line 27985) | static CYTHON_INLINE int __Pyx_inner_PyErr_GivenExceptionMatches2(PyObje... function __Pyx_PyErr_GivenExceptionMatchesTuple (line 27993) | static int __Pyx_PyErr_GivenExceptionMatchesTuple(PyObject *exc_type, Py... function CYTHON_INLINE (line 28014) | static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches(PyObject *err... function CYTHON_INLINE (line 28026) | static CYTHON_INLINE int __Pyx_PyErr_GivenExceptionMatches2(PyObject *er... function PyObject (line 28039) | static PyObject* __Pyx_PyInt_AddObjC(PyObject *op1, PyObject *op2, CYTHO... function CYTHON_INLINE (line 28160) | static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varna... function __Pyx_WriteUnraisable (line 28165) | static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int cl... function PyObject (line 28207) | static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name) { function CYTHON_INLINE (line 28221) | static CYTHON_INLINE int __Pyx_HasAttr(PyObject *o, PyObject *n) { function PyObject (line 28240) | static PyObject *__Pyx_RaiseGenericGetAttributeError(PyTypeObject *tp, P... function CYTHON_INLINE (line 28251) | static CYTHON_INLINE PyObject* __Pyx_PyObject_GenericGetAttrNoDict(PyObj... function PyObject (line 28280) | static PyObject* __Pyx_PyObject_GenericGetAttr(PyObject* obj, PyObject* ... function __Pyx_SetVtable (line 28289) | static int __Pyx_SetVtable(PyObject *dict, void *vtable) { function __Pyx_setup_reduce_is_named (line 28307) | static int __Pyx_setup_reduce_is_named(PyObject* meth, PyObject* name) { function __Pyx_setup_reduce (line 28323) | static int __Pyx_setup_reduce(PyObject* type_obj) { function PyTypeObject (line 28385) | static PyTypeObject *__Pyx_ImportType(PyObject *module, const char *modu... function PyTypeObject (line 28444) | static PyTypeObject* __Pyx_FetchCommonType(PyTypeObject* type) { function PyObject (line 28484) | static PyObject * function __Pyx_CyFunction_set_doc (line 28504) | static int function PyObject (line 28516) | static PyObject * function __Pyx_CyFunction_set_name (line 28531) | static int function PyObject (line 28551) | static PyObject * function __Pyx_CyFunction_set_qualname (line 28557) | static int function PyObject (line 28577) | static PyObject * function PyObject (line 28587) | static PyObject * function __Pyx_CyFunction_set_dict (line 28598) | static int function PyObject (line 28618) | static PyObject * function PyObject 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static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitpro... function PyObject (line 28879) | static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *ob... function PyObject (line 28895) | static PyObject* function PyObject (line 28906) | static PyObject * __Pyx_CyFunction_CallMethod(PyObject *func, PyObject *... function CYTHON_INLINE (line 28960) | static CYTHON_INLINE PyObject *__Pyx_CyFunction_Call(PyObject *func, PyO... function PyObject (line 28963) | static PyObject *__Pyx_CyFunction_CallAsMethod(PyObject *func, PyObject ... function __pyx_CyFunction_init (line 29046) | static int __pyx_CyFunction_init(void) { function CYTHON_INLINE (line 29053) | static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func,... function CYTHON_INLINE (line 29062) | static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *fu... function CYTHON_INLINE (line 29067) | static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *f... function CYTHON_INLINE (line 29072) | static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *... function PyObject (line 29079) | static PyObject * function __pyx_FusedFunction_dealloc (line 29095) | static void function __pyx_FusedFunction_traverse (line 29104) | static int function __pyx_FusedFunction_clear (line 29114) | static int function PyObject (line 29122) | static PyObject * function PyObject (line 29157) | static PyObject * function PyObject (line 29165) | static PyObject * function PyObject (line 29227) | static PyObject * function PyObject (line 29239) | static PyObject * function __pyx_FusedFunction_init (line 29400) | static int __pyx_FusedFunction_init(void) { function __Pyx_CLineForTraceback (line 29410) | static int __Pyx_CLineForTraceback(PyThreadState *tstate, int c_line) { function __pyx_bisect_code_objects (line 29451) | static int __pyx_bisect_code_objects(__Pyx_CodeObjectCacheEntry* entries... function PyCodeObject (line 29472) | static PyCodeObject *__pyx_find_code_object(int code_line) { function __pyx_insert_code_object (line 29486) | static void __pyx_insert_code_object(int code_line, PyCodeObject* code_o... function PyCodeObject (line 29534) | static PyCodeObject* __Pyx_CreateCodeObjectForTraceback( function __Pyx_AddTraceback (line 29586) | static void __Pyx_AddTraceback(const char *funcname, int c_line, function __Pyx_GetBuffer (line 29616) | static int __Pyx_GetBuffer(PyObject *obj, Py_buffer *view, int flags) { function __Pyx_ReleaseBuffer (line 29624) | static void __Pyx_ReleaseBuffer(Py_buffer *view) { function __pyx_memviewslice_is_contig (line 29640) | static int function __pyx_get_array_memory_extents (line 29662) | static void function __pyx_slices_overlap (line 29686) | static int function CYTHON_INLINE (line 29698) | static CYTHON_INLINE PyObject * function __pyx_typeinfo_cmp (line 29711) | static int function __pyx_check_strides (line 29752) | static int function __pyx_check_suboffsets (line 29805) | static int function __pyx_verify_contig (line 29828) | static int function __Pyx_ValidateAndInit_memviewslice (line 29860) | static int __Pyx_ValidateAndInit_memviewslice( function CYTHON_INLINE (line 29934) | static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlic... function CYTHON_INLINE (line 29957) | static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlic... function CYTHON_INLINE (line 29980) | static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlic... function CYTHON_INLINE (line 30003) | static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlic... function CYTHON_INLINE (line 30026) | static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlic... function CYTHON_INLINE (line 30049) | static CYTHON_INLINE __Pyx_memviewslice __Pyx_PyObject_to_MemoryviewSlic... function CYTHON_INLINE (line 30094) | static CYTHON_INLINE PyObject* __Pyx_PyInt_From_long(long value) { function CYTHON_INLINE (line 30125) | static CYTHON_INLINE PyObject* __Pyx_PyInt_From_int(int value) { function CYTHON_INLINE (line 30158) | static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_pa... function CYTHON_INLINE (line 30162) | static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_pa... function CYTHON_INLINE (line 30167) | static CYTHON_INLINE __pyx_t_float_complex __pyx_t_float_complex_from_pa... function CYTHON_INLINE (line 30178) | static CYTHON_INLINE int __Pyx_c_eq_float(__pyx_t_float_complex a, __pyx... function CYTHON_INLINE (line 30181) | static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_sum_float(__pyx_t_flo... function CYTHON_INLINE (line 30187) | static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_diff_float(__pyx_t_fl... function CYTHON_INLINE (line 30193) | static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_prod_float(__pyx_t_fl... function CYTHON_INLINE (line 30200) | static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_fl... function CYTHON_INLINE (line 30220) | static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_quot_float(__pyx_t_fl... function CYTHON_INLINE (line 30231) | static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_neg_float(__pyx_t_flo... function CYTHON_INLINE (line 30237) | static CYTHON_INLINE int __Pyx_c_is_zero_float(__pyx_t_float_complex a) { function CYTHON_INLINE (line 30240) | static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_conj_float(__pyx_t_fl... function CYTHON_INLINE (line 30247) | static CYTHON_INLINE float __Pyx_c_abs_float(__pyx_t_float_complex z) { function CYTHON_INLINE (line 30254) | static CYTHON_INLINE __pyx_t_float_complex __Pyx_c_pow_float(__pyx_t_flo... function CYTHON_INLINE (line 30313) | static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_... function CYTHON_INLINE (line 30317) | static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_... function CYTHON_INLINE (line 30322) | static CYTHON_INLINE __pyx_t_double_complex __pyx_t_double_complex_from_... function CYTHON_INLINE (line 30333) | static CYTHON_INLINE int __Pyx_c_eq_double(__pyx_t_double_complex a, __p... function CYTHON_INLINE (line 30336) | static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_sum_double(__pyx_t_d... function CYTHON_INLINE (line 30342) | static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_diff_double(__pyx_t_... function CYTHON_INLINE (line 30348) | static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_prod_double(__pyx_t_... function CYTHON_INLINE (line 30355) | static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_... function CYTHON_INLINE (line 30375) | static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_quot_double(__pyx_t_... function CYTHON_INLINE (line 30386) | static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_neg_double(__pyx_t_d... function CYTHON_INLINE (line 30392) | static CYTHON_INLINE int __Pyx_c_is_zero_double(__pyx_t_double_complex a) { function CYTHON_INLINE (line 30395) | static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_conj_double(__pyx_t_... function CYTHON_INLINE (line 30402) | static CYTHON_INLINE double __Pyx_c_abs_double(__pyx_t_double_complex z) { function CYTHON_INLINE (line 30409) | static CYTHON_INLINE __pyx_t_double_complex __Pyx_c_pow_double(__pyx_t_d... function CYTHON_INLINE (line 30466) | static CYTHON_INLINE PyObject* __Pyx_PyInt_From_enum__NPY_TYPES(enum NPY... function __Pyx_memviewslice (line 30497) | static __Pyx_memviewslice function __Pyx_init_memviewslice (line 30564) | static int function __pyx_fatalerror (line 30620) | static void __pyx_fatalerror(const char *fmt, ...) Py_NO_RETURN { function CYTHON_INLINE (line 30632) | static CYTHON_INLINE int function CYTHON_INLINE (line 30642) | static CYTHON_INLINE int function CYTHON_INLINE (line 30652) | static CYTHON_INLINE void function CYTHON_INLINE (line 30673) | static CYTHON_INLINE void __Pyx_XDEC_MEMVIEW(__Pyx_memviewslice *memslice, function CYTHON_INLINE (line 30891) | static CYTHON_INLINE int __Pyx_BytesContains(PyObject* bytes, char chara... function PyObject (line 30898) | static PyObject* __Pyx__ImportNumPyArray(void) { function CYTHON_INLINE (line 30915) | static CYTHON_INLINE PyObject* __Pyx_ImportNumPyArrayTypeIfAvailable(voi... function __Pyx_check_binary_version (line 31302) | static int __Pyx_check_binary_version(void) { function __Pyx_InitStrings (line 31318) | static int __Pyx_InitStrings(__Pyx_StringTabEntry *t) { function CYTHON_INLINE (line 31350) | static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(const char* c_... function CYTHON_INLINE (line 31353) | static CYTHON_INLINE const char* __Pyx_PyObject_AsString(PyObject* o) { function CYTHON_INLINE (line 31380) | static CYTHON_INLINE const char* __Pyx_PyUnicode_AsStringAndSize(PyObjec... function CYTHON_INLINE (line 31422) | static CYTHON_INLINE int __Pyx_PyObject_IsTrue(PyObject* x) { function CYTHON_INLINE (line 31427) | static CYTHON_INLINE int __Pyx_PyObject_IsTrueAndDecref(PyObject* x) { function PyObject (line 31434) | static PyObject* __Pyx_PyNumber_IntOrLongWrongResultType(PyObject* resul... function CYTHON_INLINE (line 31503) | static CYTHON_INLINE Py_ssize_t __Pyx_PyIndex_AsSsize_t(PyObject* b) { function CYTHON_INLINE (line 31565) | static CYTHON_INLINE PyObject * __Pyx_PyBool_FromLong(long b) { function CYTHON_INLINE (line 31568) | static CYTHON_INLINE PyObject * __Pyx_PyInt_FromSize_t(size_t ival) { FILE: assignment2/cs231n/layer_utils.py function affine_relu_forward (line 5) | def affine_relu_forward(x, w, b): function affine_relu_backward (line 23) | def affine_relu_backward(dout, cache): function conv_relu_forward (line 33) | def conv_relu_forward(x, w, b, conv_param): function conv_relu_backward (line 51) | def conv_relu_backward(dout, cache): function conv_bn_relu_forward (line 61) | def conv_bn_relu_forward(x, w, b, gamma, beta, conv_param, bn_param): function conv_bn_relu_backward (line 69) | def conv_bn_relu_backward(dout, cache): function conv_relu_pool_forward (line 77) | def conv_relu_pool_forward(x, w, b, conv_param, pool_param): function conv_relu_pool_backward (line 97) | def conv_relu_pool_backward(dout, cache): FILE: assignment2/cs231n/layers.py function affine_forward (line 5) | def affine_forward(x, w, b): function affine_backward (line 42) | def affine_backward(dout, cache): function relu_forward (line 78) | def relu_forward(x): function relu_backward (line 105) | def relu_backward(dout, cache): function batchnorm_forward (line 132) | def batchnorm_forward(x, gamma, beta, bn_param): function batchnorm_backward (line 241) | def batchnorm_backward(dout, cache): function batchnorm_backward_alt (line 288) | def batchnorm_backward_alt(dout, cache): function layernorm_forward (line 343) | def layernorm_forward(x, gamma, beta, ln_param): function layernorm_backward (line 393) | def layernorm_backward(dout, cache): function dropout_forward (line 439) | def dropout_forward(x, dropout_param): function dropout_backward (line 507) | def dropout_backward(dout, cache): function conv_forward_naive (line 536) | def conv_forward_naive(x, w, b, conv_param): function conv_backward_naive (line 596) | def conv_backward_naive(dout, cache): function max_pool_forward_naive (line 645) | def max_pool_forward_naive(x, pool_param): function max_pool_backward_naive (line 692) | def max_pool_backward_naive(dout, cache): function spatial_batchnorm_forward (line 735) | def spatial_batchnorm_forward(x, gamma, beta, bn_param): function spatial_batchnorm_backward (line 781) | def spatial_batchnorm_backward(dout, cache): function spatial_groupnorm_forward (line 818) | def spatial_groupnorm_forward(x, gamma, beta, G, gn_param): function spatial_groupnorm_backward (line 875) | def spatial_groupnorm_backward(dout, cache): function svm_loss (line 928) | def svm_loss(x, y): function softmax_loss (line 955) | def softmax_loss(x, y): FILE: assignment2/cs231n/optim.py function sgd (line 33) | def sgd(w, dw, config=None): function sgd_momentum (line 47) | def sgd_momentum(w, dw, config=None): function rmsprop (line 83) | def rmsprop(w, dw, config=None): function adam (line 121) | def adam(w, dw, config=None): FILE: assignment2/cs231n/solver.py class Solver (line 14) | class Solver(object): method __init__ (line 82) | def __init__(self, model, data, **kwargs): method _reset (line 150) | def _reset(self): method _step (line 170) | def _step(self): method _save_checkpoint (line 194) | def _save_checkpoint(self): method check_accuracy (line 216) | def check_accuracy(self, X, y, num_samples=None, batch_size=100): method train (line 257) | def train(self): FILE: assignment2/cs231n/vis_utils.py function visualize_grid (line 7) | def visualize_grid(Xs, ubound=255.0, padding=1): function vis_grid (line 41) | def vis_grid(Xs): function vis_nn (line 59) | def vis_nn(rows): FILE: assignment3/cs231n/captioning_solver.py class CaptioningSolver (line 10) | class CaptioningSolver(object): method __init__ (line 67) | def __init__(self, model, data, **kwargs): method _reset (line 119) | def _reset(self): method _step (line 139) | def _step(self): method check_accuracy (line 163) | def check_accuracy(self, X, y, num_samples=None, batch_size=100): method train (line 205) | def train(self): FILE: assignment3/cs231n/classifiers/rnn.py class CaptioningRNN (line 9) | class CaptioningRNN(object): method __init__ (line 21) | def __init__(self, word_to_idx, input_dim=512, wordvec_dim=128, method loss (line 78) | def loss(self, features, captions): method sample (line 184) | def sample(self, features, max_length=30): FILE: assignment3/cs231n/classifiers/squeezenet.py class Fire (line 5) | class Fire(tf.keras.Model): method __init__ (line 6) | def __init__(self, inplanes, squeeze_planes, expand1x1_planes, expand3... method call (line 13) | def call(self, x): class SqueezeNet (line 21) | class SqueezeNet(tf.keras.Model): method __init__ (line 22) | def __init__(self, num_classes=NUM_CLASSES): method call (line 43) | def call(self, x, save_path=None): FILE: assignment3/cs231n/coco_utils.py function load_coco_data (line 8) | def load_coco_data(base_dir=BASE_DIR, function decode_captions (line 57) | def decode_captions(captions, idx_to_word): function sample_coco_minibatch (line 78) | def sample_coco_minibatch(data, batch_size=100, split='train'): FILE: assignment3/cs231n/data_utils.py function load_pickle (line 10) | def load_pickle(f): function load_CIFAR_batch (line 18) | def load_CIFAR_batch(filename): function load_CIFAR10 (line 28) | def load_CIFAR10(ROOT): function get_CIFAR10_data (line 44) | def get_CIFAR10_data(num_training=49000, num_validation=1000, num_test=1... function load_tiny_imagenet (line 86) | def load_tiny_imagenet(path, dtype=np.float32, subtract_mean=True): function load_models (line 214) | def load_models(models_dir): function load_imagenet_val (line 237) | def load_imagenet_val(num=None): FILE: assignment3/cs231n/fast_layers.py function conv_forward_im2col (line 14) | def conv_forward_im2col(x, w, b, conv_param): function conv_forward_strides (line 43) | def conv_forward_strides(x, w, b, conv_param): function conv_backward_strides (line 87) | def conv_backward_strides(dout, cache): function conv_backward_im2col (line 107) | def conv_backward_im2col(dout, cache): function max_pool_forward_fast (line 133) | def max_pool_forward_fast(x, pool_param): function max_pool_backward_fast (line 157) | def max_pool_backward_fast(dout, cache): function max_pool_forward_reshape (line 173) | def max_pool_forward_reshape(x, pool_param): function max_pool_backward_reshape (line 194) | def max_pool_backward_reshape(dout, cache): function max_pool_forward_im2col (line 225) | def max_pool_forward_im2col(x, pool_param): function max_pool_backward_im2col (line 252) | def max_pool_backward_im2col(dout, cache): FILE: assignment3/cs231n/gradient_check.py function eval_numerical_gradient (line 8) | def eval_numerical_gradient(f, x, verbose=True, h=0.00001): function eval_numerical_gradient_array (line 39) | def eval_numerical_gradient_array(f, x, df, h=1e-5): function eval_numerical_gradient_blobs (line 61) | def eval_numerical_gradient_blobs(f, inputs, output, h=1e-5): function eval_numerical_gradient_net (line 103) | def eval_numerical_gradient_net(net, inputs, output, h=1e-5): function grad_check_sparse (line 108) | def grad_check_sparse(f, x, analytic_grad, num_checks=10, h=1e-5): FILE: assignment3/cs231n/im2col.py function get_im2col_indices (line 5) | def get_im2col_indices(x_shape, field_height, field_width, padding=1, st... function im2col_indices (line 26) | def im2col_indices(x, field_height, field_width, padding=1, stride=1): function col2im_indices (line 41) | def col2im_indices(cols, x_shape, field_height=3, field_width=3, padding=1, FILE: assignment3/cs231n/image_utils.py function blur_image (line 15) | def blur_image(X): function preprocess_image (line 40) | def preprocess_image(img): function deprocess_image (line 48) | def deprocess_image(img, rescale=False): function image_from_url (line 57) | def image_from_url(url): function load_image (line 79) | def load_image(filename, size=None): FILE: assignment3/cs231n/layer_utils.py function affine_relu_forward (line 5) | def affine_relu_forward(x, w, b): function affine_relu_backward (line 23) | def affine_relu_backward(dout, cache): function affine_bn_relu_forward (line 33) | def affine_bn_relu_forward(x, w, b, gamma, beta, bn_param): function affine_bn_relu_backward (line 57) | def affine_bn_relu_backward(dout, cache): function affine_ln_relu_forward (line 68) | def affine_ln_relu_forward(x, w, b, gamma, beta, ln_param): function affine_ln_relu_backward (line 92) | def affine_ln_relu_backward(dout, cache): function conv_relu_forward (line 102) | def conv_relu_forward(x, w, b, conv_param): function conv_relu_backward (line 120) | def conv_relu_backward(dout, cache): function conv_bn_relu_forward (line 130) | def conv_bn_relu_forward(x, w, b, gamma, beta, conv_param, bn_param): function conv_bn_relu_backward (line 138) | def conv_bn_relu_backward(dout, cache): function conv_relu_pool_forward (line 146) | def conv_relu_pool_forward(x, w, b, conv_param, pool_param): function conv_relu_pool_backward (line 166) | def conv_relu_pool_backward(dout, cache): FILE: assignment3/cs231n/layers.py function affine_forward (line 4) | def affine_forward(x, w, b): function affine_backward (line 26) | def affine_backward(dout, cache): function relu_forward (line 48) | def relu_forward(x): function relu_backward (line 64) | def relu_backward(dout, cache): function batchnorm_forward (line 80) | def batchnorm_forward(x, gamma, beta, bn_param): function batchnorm_backward (line 161) | def batchnorm_backward(dout, cache): function spatial_batchnorm_forward (line 204) | def spatial_batchnorm_forward(x, gamma, beta, bn_param): function spatial_batchnorm_backward (line 233) | def spatial_batchnorm_backward(dout, cache): function svm_loss (line 253) | def svm_loss(x, y): function softmax_loss (line 280) | def softmax_loss(x, y): FILE: assignment3/cs231n/optim.py function sgd (line 33) | def sgd(w, dw, config=None): function adam (line 47) | def adam(x, dx, config=None): FILE: assignment3/cs231n/rnn_layers.py function rnn_step_forward (line 12) | def rnn_step_forward(x, prev_h, Wx, Wh, b): function rnn_step_backward (line 50) | def rnn_step_backward(dnext_h, cache): function rnn_forward (line 89) | def rnn_forward(x, h0, Wx, Wh, b): function rnn_backward (line 133) | def rnn_backward(dh, cache): function word_embedding_forward (line 183) | def word_embedding_forward(x, W): function word_embedding_backward (line 219) | def word_embedding_backward(dout, cache): function sigmoid (line 257) | def sigmoid(x): function lstm_step_forward (line 271) | def lstm_step_forward(x, prev_h, prev_c, Wx, Wh, b): function lstm_step_backward (line 322) | def lstm_step_backward(dnext_h, dnext_c, cache): function lstm_forward (line 380) | def lstm_forward(x, h0, Wx, Wh, b): function lstm_backward (line 428) | def lstm_backward(dh, cache): function temporal_affine_forward (line 476) | def temporal_affine_forward(x, w, b): function temporal_affine_backward (line 499) | def temporal_affine_backward(dout, cache): function temporal_softmax_loss (line 523) | def temporal_softmax_loss(x, y, mask, verbose=False):