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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
Function
default_biases_optimizer
()
src/vision/conv_layer/defaults.rs:14
Function
default_kernels_initializer
()
src/vision/conv_layer/defaults.rs:10
Function
default_kernels_optimizer
()
src/vision/conv_layer/defaults.rs:18
Function
default_weights_initializer
()
src/layer/defaults.rs:10
Function
default_weights_optimizer
()
src/layer/defaults.rs:18
Method
describe
(&self)
src/datatable.rs:20
Method
disable_dropout
(&mut self)
src/vision/conv_network.rs:113
Method
disable_dropout
(&mut self)
src/vision/conv_layer/full_conv_layer.rs:119
Method
dot
(&self, other: &Self)
src/linalg/arrayfire_matrix.rs:192
Method
dropout
(self, dropped_rate: f32)
src/model/full_dense_conv_layer_model.rs:77
Method
dropout
(self, dropped_rate: f32)
src/model/full_direct_conv_layer_model.rs:74
Method
enable_dropout
(&mut self)
src/vision/conv_network.rs:107
Method
enable_dropout
(&mut self)
src/vision/conv_layer/full_conv_layer.rs:115
Method
end
(self)
src/model/full_dense_layer_model.rs:61
Method
end
(self)
src/model/full_dense_conv_layer_model.rs:73
Method
end
(self)
src/model/conv_network_model.rs:21
Method
end
(self)
src/model/full_direct_conv_layer_model.rs:70
Method
end
(self)
src/model/network_model.rs:43
Method
end_with_message
(message: S)
src/monitor/mod.rs:284
Method
epochs_std_test_loss
(&self)
src/benchmarking.rs:74
Method
epochs_std_train_loss
(&self)
src/benchmarking.rs:47
Method
equal
(value: MapValue)
src/preprocessing/map.rs:25
Method
equal_scalar
(value: Scalar)
src/preprocessing/map.rs:29
Method
exp
(&self)
src/linalg/nalgebra_matrix.rs:247
Method
exp
(&self)
src/linalg/arrayfire_matrix.rs:288
Method
exp
(&self)
src/vision/image/nalgebra_image.rs:175
Method
exp
(&self)
src/vision/image/arrayfire_image.rs:411
Method
flatten
(&self)
src/vision/image/nalgebra_image.rs:119
Method
flatten_to_vector
(&self)
src/datatable.rs:500
Method
fmt
(&self, f: &mut fmt::Formatter)
src/linalg/ndarray_matrix.rs:262
Method
fmt
(&self, f: &mut fmt::Formatter<'_>)
src/linalg/arrayfire_matrix.rs:335
Method
fmt
(&self, f: &mut fmt::Formatter<'_>)
src/layer/dense_layer.rs:109
Method
fmt
(&self, f: &mut fmt::Formatter<'_>)
src/vision/image/arrayfire_image.rs:473
Method
fmt
(&self, f: &mut fmt::Formatter<'_>)
src/vision/conv_activation/mod.rs:61
Method
fmt
(&self, f: &mut fmt::Formatter<'_>)
src/activation/mod.rs:96
Method
forward
`input` has shape `(i, n)` where `i` is the number of inputs and `n` is the number of samples. Returns output which has shape `(j, n)` where `j` is t
src/layer/dense_layer.rs:52
Method
forward
(&mut self, mut input: Matrix)
src/layer/full_layer.rs:54
Method
forward
(&mut self, input: Matrix)
src/vision/conv_network.rs:26
Method
forward
(&mut self, input: Image)
src/vision/conv_layer/dense_conv_layer.rs:58
Method
forward
(&mut self, mut input: Image)
src/vision/conv_layer/full_conv_layer.rs:70
Method
forward
(&mut self, input: Image)
src/vision/conv_layer/avg_pooling_layer.rs:28
Method
forward
(&mut self, input: Image)
src/vision/conv_layer/direct_conv_layer.rs:56
Method
forward
(&mut self, input: Matrix)
src/activation/mod.rs:51
Method
from_array
(size: usize, samples: usize, array: &Array<Scalar>)
src/linalg/arrayfire_matrix.rs:326
Method
from_binary_compressed
(path: P)
src/network/params.rs:52
Method
from_column_leading_vector2
(m: &Vec<Vec<Scalar>>)
src/linalg/ndarray_matrix.rs:70
Method
from_column_leading_vector2
(m: &Vec<Vec<Scalar>>)
src/linalg/nalgebra_matrix.rs:102
Method
from_column_leading_vector2
(m: &Vec<Vec<Scalar>>)
src/linalg/arrayfire_matrix.rs:110
Method
from_column_matrices
(columns: &[Self])
src/linalg/ndarray_matrix.rs:85
Method
from_column_matrices
(columns: &[Self])
src/linalg/nalgebra_matrix.rs:122
Method
from_column_matrices
(columns: &[Self])
src/linalg/arrayfire_matrix.rs:149
Method
from_column_vector
(v: &Vec<Scalar>)
src/linalg/ndarray_matrix.rs:75
Method
from_column_vector
fills a column vector row by row with values of index 0 to v.len()
src/linalg/nalgebra_matrix.rs:109
Method
from_column_vector
fills a column vector row by row with values of index 0 to v.len()
src/linalg/arrayfire_matrix.rs:122
Method
from_columns
(columns: Vec<Series>)
src/datatable.rs:32
Method
from_csv_file
(path: P)
src/datatable.rs:296
Method
from_dataframe
(dataframe: DataFrame)
src/datatable.rs:28
Method
from_features_tags
The `from_features_tags` method is a constructor function for creating a `Dataset` object from a collection of `FeatureTags`. This method takes in a
src/dataset.rs:198
Method
from_file
Create a new dataset from a data file (csv, parquet...) by adding all its columns as default features.
src/dataset.rs:134
Method
from_file
(path: P)
src/datatable.rs:181
Method
from_fn
(nrows: usize, ncols: usize, mut f: F)
src/linalg/ndarray_matrix.rs:57
Method
from_fn
(nrows: usize, ncols: usize, f: F)
src/linalg/nalgebra_matrix.rs:72
Method
from_fn
(nrows: usize, ncols: usize, mut f: F)
src/linalg/arrayfire_matrix.rs:81
Method
from_fn
(nrows: usize, ncols: usize, nchan: usize, samples: usize, f: F)
src/vision/image/nalgebra_image.rs:40
Method
from_fn
(nrows: usize, ncols: usize, nchan: usize, samples: usize, mut f: F)
src/vision/image/arrayfire_image.rs:102
Method
from_fn
(nrows: usize, ncols: usize, nchan: usize, samples: usize, f: F)
src/vision/image/ndarray_image.rs:40
Method
from_ipc_file
(path: P)
src/datatable.rs:251
Method
from_iter
(nrow: usize, ncol: usize, data: impl Iterator<Item = Scalar>)
src/linalg/ndarray_matrix.rs:43
Method
from_iter
Fills the matrix with the iterator columns after columns by chunking the data by n_rows. ```txt Your data : [[col1: row0 row1 ... rowNrow][col2]...[co
src/linalg/nalgebra_matrix.rs:66
Method
from_iter
Fills the matrix with the iterator columns after columns by chunking the data by n_rows. ```txt Your data : [[col1: row0 row1 ... rowNrow][col2]...[co
src/linalg/arrayfire_matrix.rs:69
Method
from_json
(path: P)
src/network/params.rs:37
Method
from_json_file
(path: S)
src/benchmarking.rs:88
Method
from_json_file
(file_name: S)
src/model/mod.rs:123
Method
from_json_string
(json: S)
src/model/mod.rs:136
Method
from_parquet_file
(path: P)
src/datatable.rs:274
Method
from_row_leading_vector2
(m: &Vec<Vec<Scalar>>)
src/linalg/ndarray_matrix.rs:65
Method
from_row_leading_vector2
```txt Your data : [ [row0: col0 col1 ... colNcol], [row1: col0 col1 ... colNcol], ... [rowNrow: col0 col1 ... colNcol], ] Result : [ [col0: row0 row
src/linalg/nalgebra_matrix.rs:96
Method
from_row_leading_vector2
```txt Your data : [ [row0: col0 col1 ... colNcol], [row1: col0 col1 ... colNcol], ... [rowNrow: col0 col1 ... colNcol], ] ```
src/linalg/arrayfire_matrix.rs:105
Method
from_row_vector
(v: &Vec<Scalar>)
src/linalg/ndarray_matrix.rs:80
Method
from_row_vector
fills a row vector column by column with values of index 0 to v.len()
src/linalg/nalgebra_matrix.rs:114
Method
from_row_vector
fills a row vector column by column with values of index 0 to v.len()
src/linalg/arrayfire_matrix.rs:132
Method
from_samples
(samples: &Matrix, channels: usize)
src/vision/image/nalgebra_image.rs:47
Method
from_samples
(samples: &Matrix, channels: usize)
src/vision/image/arrayfire_image.rs:135
Method
from_samples
(samples: &Matrix, channels: usize)
src/vision/image/ndarray_image.rs:47
Method
from_tags
The `from_tags` method is a constructor function for creating a `Feature` object from a list of `FeatureTags`. See the documentation for `FeatureTags
src/dataset.rs:256
Method
from_vectors
( columns_names: &[S], columns_vectors: &Vec<Vec<Scalar>>, )
src/datatable.rs:451
Method
full_dense
(self, kernels_count: usize, kernels_size: usize)
src/model/conv_network_model.rs:25
Method
full_direct
(self, kernels_size: usize)
src/model/conv_network_model.rs:29
Method
get_channel
(&self, channel: usize)
src/vision/image/nalgebra_image.rs:139
Method
get_channel
(&self, channel: usize)
src/vision/image/arrayfire_image.rs:336
Method
get_channel_across_samples
(&self, channel: usize)
src/vision/image/nalgebra_image.rs:143
Method
get_channel_across_samples
(&self, channel: usize)
src/vision/image/arrayfire_image.rs:348
Method
get_column_as_matrix
(&self, idx: usize)
src/linalg/nalgebra_matrix.rs:118
Method
get_column_as_matrix
(&self, idx: usize)
src/linalg/arrayfire_matrix.rs:141
Method
get_data_col_leading
(&self)
src/linalg/nalgebra_matrix.rs:186
Method
get_data_row_leading
(&self)
src/linalg/nalgebra_matrix.rs:196
Method
get_data_row_leading
(&self)
src/linalg/arrayfire_matrix.rs:235
Method
get_final_test_loss_avg
(&self)
src/benchmarking.rs:121
Method
get_final_test_loss_std
(&self)
src/benchmarking.rs:125
Method
get_hashed_id
(id: &String)
src/preprocessing/feature_cached.rs:26
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