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github.com/AnicetNgrt/jiro-nn
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Functions
858 in github.com/AnicetNgrt/jiro-nn
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Functions
858
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Types & classes
90
Method
reverse_columnswise
(&mut self, data: &DataTable)
src/preprocessing/square.rs:62
Method
reverse_columnswise
(&mut self, data: &DataTable)
src/preprocessing/log_scale.rs:73
Method
reverse_columnswise
(&mut self, data: &DataTable)
src/preprocessing/extract_timestamps.rs:57
Method
reverse_columnswise
(&mut self, data: &DataTable)
src/preprocessing/attach_ids.rs:32
Method
run
(&mut self)
src/preprocessing/mod.rs:135
Method
run
()
src/monitor/mod.rs:251
Method
run
Runs the k-fold cross validation Assumes the data has all the columns corresponding to the model's dataset. Assumes both the data and the model's da
src/trainers/kfolds.rs:380
Method
same_normalization
(&mut self, new_feature: &str, old_feature: &str)
src/preprocessing/normalize.rs:22
Method
samples
(&self)
src/vision/image/nalgebra_image.rs:131
Method
scalar
(value: Scalar)
src/preprocessing/map.rs:118
Method
scalar_add
(&self, scalar: Scalar)
src/linalg/nalgebra_matrix.rs:211
Method
scalar_add
(&self, scalar: Scalar)
src/vision/image/nalgebra_image.rs:95
Method
scalar_div
(&self, scalar: Scalar)
src/linalg/nalgebra_matrix.rs:223
Method
scalar_div
(&self, scalar: Scalar)
src/linalg/arrayfire_matrix.rs:260
Method
scalar_div
(&self, scalar: Scalar)
src/vision/image/nalgebra_image.rs:107
Method
scalar_div
(&self, scalar: Scalar)
src/vision/image/arrayfire_image.rs:290
Method
scalar_mul
(&self, scalar: Scalar)
src/linalg/nalgebra_matrix.rs:215
Method
scalar_mul
(&self, scalar: Scalar)
src/vision/image/nalgebra_image.rs:103
Method
scalar_sub
(&self, scalar: Scalar)
src/linalg/nalgebra_matrix.rs:219
Method
scalar_sub
(&self, scalar: Scalar)
src/linalg/arrayfire_matrix.rs:256
Method
scalar_sub
(&self, scalar: Scalar)
src/vision/image/nalgebra_image.rs:99
Method
scalar_sub
(&self, scalar: Scalar)
src/vision/image/arrayfire_image.rs:282
Method
scalar_sub
(&self, scalar: Scalar)
src/vision/image/ndarray_image.rs:99
Method
scale_kernels
(&mut self, scale: Scalar)
src/vision/conv_layer/direct_conv_layer.rs:140
Method
send
(message: Messages)
src/monitor/mod.rs:261
Method
series_as_ids
(series: &Series)
src/datatable.rs:483
Method
series_as_vector
(series: &Series)
src/datatable.rs:472
Method
set_learnable_parameters
takes a matrix of the (jxi) weights and the final column being the (j) biases
src/layer/dense_layer.rs:100
Method
set_learnable_parameters
(&mut self, params_matrix: &Vec<Vec<Scalar>>)
src/vision/conv_network.rs:88
Method
set_learnable_parameters
(&mut self, params_matrix: &Vec<Vec<Scalar>>)
src/vision/conv_layer/dense_conv_layer.rs:128
Method
set_learnable_parameters
(&mut self, params_matrix: &Vec<Vec<Scalar>>)
src/vision/conv_layer/full_conv_layer.rs:109
Method
set_learnable_parameters
(&mut self, params_matrix: &Vec<Vec<Scalar>>)
src/vision/conv_layer/direct_conv_layer.rs:127
Method
sgd
(self)
src/model/full_dense_conv_layer_model.rs:161
Method
sgd
(self)
src/model/full_direct_conv_layer_model.rs:158
Function
shuffle_vec
(vec: &mut Vec<T>)
src/vec_utils.rs:18
Method
sigmoid
(self)
src/model/full_dense_layer_model.rs:89
Method
sigmoid
(self)
src/model/full_dense_conv_layer_model.rs:101
Method
sigmoid
(self)
src/model/full_direct_conv_layer_model.rs:98
Function
sigmoid_prime
(m: &Image)
src/vision/conv_activation/sigmoid.rs:16
Function
sigmoid_prime
(m: &Matrix)
src/activation/sigmoid.rs:10
Method
sign
(&self)
src/linalg/nalgebra_matrix.rs:255
Method
sign
(&self)
src/linalg/arrayfire_matrix.rs:296
Method
sign
(&self)
src/vision/image/nalgebra_image.rs:183
Method
sign
(&self)
src/vision/image/arrayfire_image.rs:419
Function
softmax_prime
(m: &Matrix, output_gradient: &Matrix)
src/activation/softmax.rs:65
Method
sort_by_column
(&self, column: &str)
src/datatable.rs:177
Method
split_columns_to_datasets
(&self, columns: &[S])
src/datatable.rs:139
Method
sqrt
(&self)
src/linalg/nalgebra_matrix.rs:263
Method
sqrt
(&self)
src/linalg/arrayfire_matrix.rs:308
Method
sqrt
(&self)
src/vision/image/nalgebra_image.rs:191
Method
square
(&self)
src/linalg/nalgebra_matrix.rs:235
Method
square
(&self)
src/linalg/arrayfire_matrix.rs:272
Method
square
(&self)
src/vision/image/nalgebra_image.rs:159
Method
square
(&self)
src/vision/image/arrayfire_image.rs:386
Function
stablesoftmax
(m: &Matrix)
src/activation/softmax.rs:16
Method
start
(name: S)
src/monitor/mod.rs:270
Method
start_monitoring
()
src/monitor/mod.rs:266
Function
std_vector
(vec: &Vec<Scalar>)
src/vec_utils.rs:9
Method
stop_monitoring
()
src/monitor/mod.rs:291
Method
sum
(&self)
src/linalg/nalgebra_matrix.rs:239
Method
sum
(&self)
src/linalg/arrayfire_matrix.rs:280
Method
sum
(&self)
src/vision/image/nalgebra_image.rs:163
Method
sum
(&self)
src/vision/image/arrayfire_image.rs:399
Method
sum
(&self)
src/vision/image/ndarray_image.rs:163
Method
sum_samples
(&self)
src/vision/image/nalgebra_image.rs:147
Method
sum_samples
(&self)
src/vision/image/arrayfire_image.rs:360
Method
take_avg_model
Returns the average model of the folds if computed
src/trainers/kfolds.rs:72
Method
take_from_feature
(feature_name: S)
src/preprocessing/map.rs:122
Method
tanh
(self)
src/model/full_dense_conv_layer_model.rs:105
Method
tanh
(self)
src/model/full_direct_conv_layer_model.rs:102
Function
tanh_prime
(m: &Image)
src/vision/conv_activation/tanh.rs:10
Function
tanh_prime
(m: &Matrix)
src/activation/tanh.rs:10
Function
test_avg_vector_empty
()
tests/vec_utils.rs:7
Function
test_avg_vector_fractional
()
tests/vec_utils.rs:31
Function
test_avg_vector_negative
()
tests/vec_utils.rs:25
Function
test_avg_vector_single
()
tests/vec_utils.rs:13
Function
test_avg_vector_two
()
tests/vec_utils.rs:19
Function
test_columns_sum
()
tests/matrix.rs:114
Function
test_component_add
()
tests/matrix.rs:131
Function
test_component_div
()
tests/matrix.rs:152
Function
test_component_mul
()
tests/matrix.rs:122
Function
test_component_sub
()
tests/matrix.rs:143
Function
test_denormalize_vector
()
tests/vec_utils.rs:136
Function
test_denormalize_vector2
()
tests/vec_utils.rs:167
Function
test_dot
()
tests/matrix.rs:104
Function
test_from_column_vector
()
tests/matrix.rs:62
Function
test_from_iter
()
tests/matrix.rs:47
Function
test_from_row_leading_vector2
()
tests/matrix.rs:55
Function
test_from_row_vector
()
tests/matrix.rs:69
Function
test_from_to_vectors
()
src/datatable.rs:629
Function
test_get_column
()
tests/matrix.rs:77
Function
test_get_row
()
tests/matrix.rs:85
Function
test_median_vector_empty
()
tests/vec_utils.rs:37
Function
test_median_vector_even
()
tests/vec_utils.rs:67
Function
test_median_vector_fractional
()
tests/vec_utils.rs:61
Function
test_median_vector_negative
()
tests/vec_utils.rs:55
Function
test_median_vector_single
()
tests/vec_utils.rs:43
Function
test_median_vector_two
()
tests/vec_utils.rs:49
Function
test_normalize_vector
()
tests/vec_utils.rs:124
Function
test_normalize_vector2
()
tests/vec_utils.rs:146
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