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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
get_learnable_parameters
returns a matrix of the (jxi) weights and the final column being the (j) biases
src/layer/dense_layer.rs:93
Method
get_learnable_parameters
(&self)
src/vision/conv_network.rs:77
Method
get_learnable_parameters
(&self)
src/vision/conv_layer/dense_conv_layer.rs:122
Method
get_learnable_parameters
(&self)
src/vision/conv_layer/full_conv_layer.rs:105
Method
get_learnable_parameters
(&self)
src/vision/conv_layer/direct_conv_layer.rs:121
Method
get_learning_rate
(&self, epoch: usize)
src/learning_rate/inverse_time_decay.rs:29
Method
get_learning_rate
(&self, epoch: usize)
src/learning_rate/piecewise_constant.rs:16
Method
get_n_folds
(&self)
src/benchmarking.rs:103
Method
get_name
(&self)
src/preprocessing/feature_cached.rs:145
Method
get_name
(&self)
src/preprocessing/one_hot_encode.rs:131
Method
get_name
(&self)
src/preprocessing/extract_months.rs:60
Method
get_name
(&self)
src/preprocessing/filter_outliers.rs:29
Method
get_name
(&self)
src/preprocessing/sample.rs:31
Method
get_name
(&self)
src/preprocessing/normalize.rs:90
Method
get_name
(&self)
src/preprocessing/square.rs:74
Method
get_name
(&self)
src/preprocessing/log_scale.rs:91
Method
get_name
(&self)
src/preprocessing/extract_timestamps.rs:61
Method
get_name
(&self)
src/preprocessing/attach_ids.rs:36
Method
get_row
(&self, index: usize)
src/linalg/nalgebra_matrix.rs:131
Method
get_sample
(&self, sample: usize)
src/vision/image/nalgebra_image.rs:135
Method
hashed_repr
(&self)
src/model/mod.rs:141
Method
identity
(n: usize)
src/linalg/ndarray_matrix.rs:24
Method
identity
(n: usize)
src/linalg/nalgebra_matrix.rs:27
Method
identity
(n: usize)
src/linalg/arrayfire_matrix.rs:30
Method
image_dims
(&self)
src/vision/image/nalgebra_image.rs:123
Method
index
(&self, row: usize, col: usize)
src/linalg/ndarray_matrix.rs:188
Method
index
(&self, _row: usize, _col: usize)
src/linalg/arrayfire_matrix.rs:264
Method
index_mut
(&mut self, row: usize, col: usize)
src/linalg/ndarray_matrix.rs:192
Method
index_mut
(&mut self, _row: usize, _col: usize)
src/linalg/arrayfire_matrix.rs:268
Method
init_glorot_uniform
(self)
src/model/full_dense_conv_layer_model.rs:125
Method
init_glorot_uniform
(self)
src/model/full_direct_conv_layer_model.rs:122
Method
init_uniform
(self)
src/model/full_dense_layer_model.rs:109
Method
init_uniform
(self)
src/model/full_dense_conv_layer_model.rs:117
Method
init_uniform
(self)
src/model/full_direct_conv_layer_model.rs:114
Method
init_uniform_signed
(self)
src/model/full_dense_layer_model.rs:113
Method
init_uniform_signed
(self)
src/model/full_dense_conv_layer_model.rs:121
Method
init_uniform_signed
(self)
src/model/full_direct_conv_layer_model.rs:118
Method
init_zeros
(self)
src/model/full_dense_layer_model.rs:105
Method
init_zeros
(self)
src/model/full_dense_conv_layer_model.rs:113
Method
init_zeros
(self)
src/model/full_direct_conv_layer_model.rs:110
Method
is_backend_thread_safe
()
src/linalg/ndarray_matrix.rs:12
Method
is_backend_thread_safe
()
src/linalg/nalgebra_matrix.rs:15
Method
is_backend_thread_safe
()
src/linalg/arrayfire_matrix.rs:18
Method
join_channels
(channels: Vec<Self>)
src/vision/image/nalgebra_image.rs:151
Method
join_channels
(mut channels: Vec<Self>)
src/vision/image/arrayfire_image.rs:364
Method
join_channels
(channels: Vec<Self>)
src/vision/image/ndarray_image.rs:151
Method
join_samples
(samples: Vec<Self>)
src/vision/image/nalgebra_image.rs:155
Method
join_samples
(mut samples: Vec<Self>)
src/vision/image/arrayfire_image.rs:375
Method
join_samples
(samples: Vec<Self>)
src/vision/image/ndarray_image.rs:155
Method
kernels_init_glorot_uniform
(self)
src/model/full_dense_conv_layer_model.rs:157
Method
kernels_init_glorot_uniform
(self)
src/model/full_direct_conv_layer_model.rs:154
Method
kernels_init_uniform
(self)
src/model/full_dense_conv_layer_model.rs:149
Method
kernels_init_uniform
(self)
src/model/full_direct_conv_layer_model.rs:146
Method
kernels_init_uniform_signed
(self)
src/model/full_dense_conv_layer_model.rs:153
Method
kernels_init_uniform_signed
(self)
src/model/full_direct_conv_layer_model.rs:150
Method
kernels_init_zeros
(self)
src/model/full_dense_conv_layer_model.rs:145
Method
kernels_init_zeros
(self)
src/model/full_direct_conv_layer_model.rs:142
Method
kernels_optimizer_adam
(self)
src/model/full_dense_conv_layer_model.rs:193
Method
kernels_optimizer_adam
(self)
src/model/full_direct_conv_layer_model.rs:190
Method
kernels_optimizer_momentum
(self)
src/model/full_dense_conv_layer_model.rs:189
Method
kernels_optimizer_momentum
(self)
src/model/full_direct_conv_layer_model.rs:186
Method
kernels_optimizer_sgd
(self)
src/model/full_dense_conv_layer_model.rs:185
Method
kernels_optimizer_sgd
(self)
src/model/full_direct_conv_layer_model.rs:182
Method
linear
(self)
src/model/full_dense_conv_layer_model.rs:109
Method
linear
(self)
src/model/full_direct_conv_layer_model.rs:106
Method
log
(&self)
src/linalg/nalgebra_matrix.rs:267
Method
log
(&self)
src/linalg/arrayfire_matrix.rs:304
Method
loss
(self, loss: Losses)
src/model/mod.rs:59
Function
main
()
src/bin/main.rs:1
Function
main
()
src/bin/test_arrayfire.rs:13
Function
main
()
src/bin/test_avg_pooling.rs:12
Function
main
()
src/bin/test_image.rs:9
Function
main
()
src/bin/test_softmax.rs:3
Function
main
()
src/bin/test_one_hot_encode.rs:3
Function
main
()
src/bin/test_backend.rs:17
Function
main
()
examples/housing/src/bin/article.rs:10
Function
main
()
examples/housing/src/bin/importance.rs:10
Function
main
()
examples/housing/src/bin/plot_r2.rs:4
Function
main
()
examples/housing/src/bin/genmodel.rs:7
Function
main
()
examples/housing/src/bin/predict_all.rs:9
Function
main
()
examples/housing/src/bin/plot_predictions.rs:4
Function
main
()
examples/housing/src/bin/plot_epochs_loss.rs:4
Function
main
()
examples/housing/src/bin/boxplots.rs:15
Function
main
()
examples/housing/src/bin/model.rs:8
Function
main
()
examples/mnist/src/bin/clean.rs:6
Function
main
()
examples/mnist/src/bin/test.rs:3
Function
main
()
examples/mnist/src/bin/predict_all.rs:8
Function
main
()
examples/mnist/src/bin/plot_epochs_loss.rs:4
Function
main
()
examples/mnist/src/bin/specify.rs:7
Function
main
()
examples/mnist/src/bin/train.rs:6
Function
main
()
examples/xor/src/main.rs:3
Method
map_indexed_mut
(&mut self, _f: impl Fn(usize, usize, Scalar) -> Scalar + Sync)
src/linalg/ndarray_matrix.rs:114
Method
map_indexed_mut
(&mut self, f: impl Fn(usize, usize, Scalar) -> Scalar + Sync)
src/linalg/nalgebra_matrix.rs:145
Method
map_indexed_mut
(&mut self, _f: impl Fn(usize, usize, Scalar) -> Scalar + Sync)
src/linalg/arrayfire_matrix.rs:184
Function
map_vector
(vec: &Vec<Scalar>, closure: &dyn Fn(Scalar) -> Scalar)
src/vec_utils.rs:155
Method
max
(&self)
src/linalg/arrayfire_matrix.rs:312
Method
maxof
(&self, other: &Self)
src/linalg/nalgebra_matrix.rs:251
Method
maxof
(&self, other: &Self)
src/linalg/arrayfire_matrix.rs:292
Method
maxof
(&self, other: &Self)
src/vision/image/nalgebra_image.rs:179
Method
maxof
(&self, other: &Self)
src/vision/image/arrayfire_image.rs:415
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