From cd55b318b181c41698fac3335ebfd84b9d134ee9 Mon Sep 17 00:00:00 2001
From: Relintai <relintai@protonmail.com>
Date: Tue, 25 Apr 2023 20:32:54 +0200
Subject: [PATCH] Re-extracted class docs.

---
 doc_classes/MLPPAutoEncoder.xml |   2 +-
 doc_classes/MLPPHiddenLayer.xml |   2 +-
 doc_classes/MLPPMatrix.xml      | 622 +++++++++++++++++++++++++++++-
 doc_classes/MLPPOutputLayer.xml |   6 +-
 doc_classes/MLPPTensor3.xml     | 650 ++++++++++++++++++++++++++++++++
 doc_classes/MLPPVector.xml      | 383 +++++++++++++++++++
 6 files changed, 1653 insertions(+), 12 deletions(-)
 create mode 100644 doc_classes/MLPPTensor3.xml

diff --git a/doc_classes/MLPPAutoEncoder.xml b/doc_classes/MLPPAutoEncoder.xml
index f3af107..e899748 100644
--- a/doc_classes/MLPPAutoEncoder.xml
+++ b/doc_classes/MLPPAutoEncoder.xml
@@ -11,7 +11,7 @@
 	<members>
 		<member name="input_set" type="MLPPMatrix" setter="set_input_set" getter="get_input_set">
 		</member>
-		<member name="n_hidden" type="int" setter="set_n_hidden" getter="get_n_hidden" default="0">
+		<member name="n_hidden" type="int" setter="set_n_hidden" getter="get_n_hidden" default="-1288584995">
 		</member>
 	</members>
 	<constants>
diff --git a/doc_classes/MLPPHiddenLayer.xml b/doc_classes/MLPPHiddenLayer.xml
index 04f1804..974ede3 100644
--- a/doc_classes/MLPPHiddenLayer.xml
+++ b/doc_classes/MLPPHiddenLayer.xml
@@ -48,7 +48,7 @@
 		</member>
 		<member name="n_hidden" type="int" setter="set_n_hidden" getter="get_n_hidden" default="0">
 		</member>
-		<member name="reg" type="int" setter="set_reg" getter="get_reg" enum="MLPPReg.RegularizationType" default="136122720">
+		<member name="reg" type="int" setter="set_reg" getter="get_reg" enum="MLPPReg.RegularizationType" default="155258464">
 		</member>
 		<member name="set_weight_init" type="int" setter="set_weight_init" getter="get_weight_init" enum="MLPPUtilities.WeightDistributionType" default="0">
 		</member>
diff --git a/doc_classes/MLPPMatrix.xml b/doc_classes/MLPPMatrix.xml
index 2d38ca5..30e0582 100644
--- a/doc_classes/MLPPMatrix.xml
+++ b/doc_classes/MLPPMatrix.xml
@@ -7,6 +7,28 @@
 	<tutorials>
 	</tutorials>
 	<methods>
+		<method name="abs">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="absb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="absn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="add">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
 		<method name="add_row">
 			<return type="void" />
 			<argument index="0" name="row" type="PoolRealArray" />
@@ -25,36 +47,293 @@
 			<description>
 			</description>
 		</method>
+		<method name="add_vec">
+			<return type="void" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="add_vecb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="add_vecn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="addb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="addn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="adjoint" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="adjointo" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="out" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="cbrt">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="cbrtb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="cbrtn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
 		<method name="clear">
 			<return type="void" />
 			<description>
 			</description>
 		</method>
+		<method name="cofactor" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="n" type="int" />
+			<argument index="1" name="i" type="int" />
+			<argument index="2" name="j" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="cofactoro" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="n" type="int" />
+			<argument index="1" name="i" type="int" />
+			<argument index="2" name="j" type="int" />
+			<argument index="3" name="out" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="cos">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="cosb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="cosn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="cov" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="covo" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="out" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
 		<method name="data_size" qualifiers="const">
 			<return type="int" />
 			<description>
 			</description>
 		</method>
+		<method name="det" qualifiers="const">
+			<return type="float" />
+			<argument index="0" name="d" type="int" default="-1" />
+			<description>
+			</description>
+		</method>
+		<method name="detb" qualifiers="const">
+			<return type="float" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="d" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="diagonal_zeroed">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="diagonal_zeroedn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
 		<method name="duplicate" qualifiers="const">
 			<return type="MLPPMatrix" />
 			<description>
 			</description>
 		</method>
+		<method name="eigen">
+			<return type="Array" />
+			<description>
+			</description>
+		</method>
+		<method name="eigenb">
+			<return type="Array" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="element_wise_division">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="element_wise_divisionb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="element_wise_divisionn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
 		<method name="empty" qualifiers="const">
 			<return type="bool" />
 			<description>
 			</description>
 		</method>
+		<method name="erf">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="erfb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="erfn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="exp">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="expb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="expn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="exponentiate">
+			<return type="void" />
+			<argument index="0" name="p" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="exponentiateb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="p" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="exponentiaten" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="p" type="float" />
+			<description>
+			</description>
+		</method>
 		<method name="fill">
 			<return type="void" />
 			<argument index="0" name="val" type="float" />
 			<description>
 			</description>
 		</method>
+		<method name="flatten" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="flatteno" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="out" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="full_mat" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="n" type="int" />
+			<argument index="1" name="m" type="int" />
+			<argument index="2" name="k" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="gaussian_noise" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="n" type="int" />
+			<argument index="1" name="m" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="gaussian_noise_fill">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="get_as_image" qualifiers="const">
+			<return type="Image" />
+			<description>
+			</description>
+		</method>
 		<method name="get_element" qualifiers="const">
 			<return type="float" />
-			<argument index="0" name="index_x" type="int" />
-			<argument index="1" name="index_y" type="int" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_x" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_element_index" qualifiers="const">
+			<return type="float" />
+			<argument index="0" name="index" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_into_image" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="out" type="Image" />
 			<description>
 			</description>
 		</method>
@@ -65,18 +344,64 @@
 			<description>
 			</description>
 		</method>
-		<method name="get_row_mlpp_vector">
+		<method name="get_row_mlpp_vector" qualifiers="const">
 			<return type="MLPPVector" />
 			<argument index="0" name="index_y" type="int" />
 			<description>
 			</description>
 		</method>
-		<method name="get_row_pool_vector">
+		<method name="get_row_pool_vector" qualifiers="const">
 			<return type="PoolRealArray" />
 			<argument index="0" name="index_y" type="int" />
 			<description>
 			</description>
 		</method>
+		<method name="hadamard_product">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="hadamard_productb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="hadamard_productn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="identity">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="identity_mat" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="d" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="identityn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="inverse" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="inverseo" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="out" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
 		<method name="is_equal_approx" qualifiers="const">
 			<return type="bool" />
 			<argument index="0" name="with" type="MLPPMatrix" />
@@ -84,9 +409,143 @@
 			<description>
 			</description>
 		</method>
+		<method name="kronecker_product">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="kronecker_productb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="kronecker_productn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="log">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="log10">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="log10b">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="log10n" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="logb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="logn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="max">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="maxb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="maxn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="mult">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="mult_vec" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="mult_veco">
+			<return type="void" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<argument index="1" name="out" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="multb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="multn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="one_mat" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="n" type="int" />
+			<argument index="1" name="m" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="outer_product">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<argument index="1" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="outer_productn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<argument index="1" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="pinverse" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="pinverseo" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="out" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
 		<method name="remove_row">
 			<return type="void" />
-			<argument index="0" name="index" type="float" />
+			<argument index="0" name="index" type="int" />
 			<description>
 			</description>
 		</method>
@@ -107,20 +566,84 @@
 			<description>
 			</description>
 		</method>
+		<method name="scalar_add">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_addb">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<argument index="1" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_addn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_multiply">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_multiplyb">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<argument index="1" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_multiplyn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="set_diagonal">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="set_diagonaln" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
 		<method name="set_element">
 			<return type="void" />
-			<argument index="0" name="index_x" type="int" />
-			<argument index="1" name="index_y" type="int" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_x" type="int" />
 			<argument index="2" name="val" type="float" />
 			<description>
 			</description>
 		</method>
+		<method name="set_element_index">
+			<return type="void" />
+			<argument index="0" name="index" type="int" />
+			<argument index="1" name="val" type="float" />
+			<description>
+			</description>
+		</method>
 		<method name="set_from_arrays">
 			<return type="void" />
 			<argument index="0" name="from" type="Array" />
 			<description>
 			</description>
 		</method>
+		<method name="set_from_image">
+			<return type="void" />
+			<argument index="0" name="img" type="Image" />
+			<argument index="1" name="image_channel" type="int" />
+			<description>
+			</description>
+		</method>
 		<method name="set_from_mlpp_matrix">
 			<return type="void" />
 			<argument index="0" name="from" type="MLPPMatrix" />
@@ -147,11 +670,73 @@
 			<description>
 			</description>
 		</method>
+		<method name="sin">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="sinb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="sinn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
 		<method name="size" qualifiers="const">
 			<return type="Vector2i" />
 			<description>
 			</description>
 		</method>
+		<method name="sqrt">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="sqrtb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="sqrtn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="sub">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="subb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<argument index="1" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="subn" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="svd">
+			<return type="Array" />
+			<description>
+			</description>
+		</method>
+		<method name="svdb">
+			<return type="Array" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
 		<method name="swap_row">
 			<return type="void" />
 			<argument index="0" name="index_1" type="int" />
@@ -169,6 +754,29 @@
 			<description>
 			</description>
 		</method>
+		<method name="transpose">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="transposeb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="transposen" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="zero_mat" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="n" type="int" />
+			<argument index="1" name="m" type="int" />
+			<description>
+			</description>
+		</method>
 	</methods>
 	<constants>
 	</constants>
diff --git a/doc_classes/MLPPOutputLayer.xml b/doc_classes/MLPPOutputLayer.xml
index fdd86c9..4a2b244 100644
--- a/doc_classes/MLPPOutputLayer.xml
+++ b/doc_classes/MLPPOutputLayer.xml
@@ -32,7 +32,7 @@
 	<members>
 		<member name="a" type="MLPPVector" setter="set_a" getter="get_a">
 		</member>
-		<member name="a_test" type="MLPPVector" setter="set_a_test" getter="get_a_test">
+		<member name="a_test" type="float" setter="set_a_test" getter="get_a_test" default="0.0">
 		</member>
 		<member name="activation" type="int" setter="set_activation" getter="get_activation" enum="MLPPActivation.ActivationFunction" default="0">
 		</member>
@@ -50,7 +50,7 @@
 		</member>
 		<member name="n_hidden" type="int" setter="set_n_hidden" getter="get_n_hidden" default="0">
 		</member>
-		<member name="reg" type="int" setter="set_reg" getter="get_reg" enum="MLPPReg.RegularizationType" default="0">
+		<member name="reg" type="int" setter="set_reg" getter="get_reg" enum="MLPPReg.RegularizationType" default="155700368">
 		</member>
 		<member name="set_weight_init" type="int" setter="set_weight_init" getter="get_weight_init" enum="MLPPUtilities.WeightDistributionType" default="0">
 		</member>
@@ -58,7 +58,7 @@
 		</member>
 		<member name="z" type="MLPPVector" setter="set_z" getter="get_z">
 		</member>
-		<member name="z_test" type="MLPPVector" setter="set_z_test" getter="get_z_test">
+		<member name="z_test" type="float" setter="set_z_test" getter="get_z_test" default="0.0">
 		</member>
 	</members>
 	<constants>
diff --git a/doc_classes/MLPPTensor3.xml b/doc_classes/MLPPTensor3.xml
new file mode 100644
index 0000000..bed3689
--- /dev/null
+++ b/doc_classes/MLPPTensor3.xml
@@ -0,0 +1,650 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<class name="MLPPTensor3" inherits="Reference" version="3.11">
+	<brief_description>
+	</brief_description>
+	<description>
+	</description>
+	<tutorials>
+	</tutorials>
+	<methods>
+		<method name="abs">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="absb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="absn" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="add">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="add_z_slice_mlpp_matrix">
+			<return type="void" />
+			<argument index="0" name="matrix" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="add_z_slice_mlpp_vector">
+			<return type="void" />
+			<argument index="0" name="row" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="add_z_slice_pool_vector">
+			<return type="void" />
+			<argument index="0" name="row" type="PoolRealArray" />
+			<description>
+			</description>
+		</method>
+		<method name="add_z_slices_image">
+			<return type="void" />
+			<argument index="0" name="img" type="Image" />
+			<argument index="1" name="channels" type="int" default="15" />
+			<description>
+			</description>
+		</method>
+		<method name="addb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPTensor3" />
+			<argument index="1" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="addn" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="calculate_index" qualifiers="const">
+			<return type="int" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_x" type="int" />
+			<argument index="2" name="index_z" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="calculate_z_slice_index" qualifiers="const">
+			<return type="int" />
+			<argument index="0" name="index_z" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="clear">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="data_size" qualifiers="const">
+			<return type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="duplicate" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="element_wise_division">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="element_wise_divisionb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPTensor3" />
+			<argument index="1" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="element_wise_divisionn" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="empty" qualifiers="const">
+			<return type="bool" />
+			<description>
+			</description>
+		</method>
+		<method name="exponentiate">
+			<return type="void" />
+			<argument index="0" name="p" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="exponentiateb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPTensor3" />
+			<argument index="1" name="p" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="exponentiaten" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<argument index="0" name="p" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="fill">
+			<return type="void" />
+			<argument index="0" name="val" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="flatten" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="flatteno" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="out" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="get_element" qualifiers="const">
+			<return type="float" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_x" type="int" />
+			<argument index="2" name="index_z" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_element_index" qualifiers="const">
+			<return type="float" />
+			<argument index="0" name="index" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_row_into_mlpp_vector" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_z" type="int" />
+			<argument index="2" name="target" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="get_row_mlpp_vector" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_z" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_row_pool_vector" qualifiers="const">
+			<return type="PoolRealArray" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_z" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_x_slice" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="index_x" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_x_slice_image" qualifiers="const">
+			<return type="Image" />
+			<argument index="0" name="index_x" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_x_slice_into" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="index_x" type="int" />
+			<argument index="1" name="target" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="get_x_slice_into_image" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="target" type="Image" />
+			<argument index="1" name="index_x" type="int" />
+			<argument index="2" name="target_channels" type="int" default="7" />
+			<description>
+			</description>
+		</method>
+		<method name="get_y_slice" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="index_y" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_y_slice_image" qualifiers="const">
+			<return type="Image" />
+			<argument index="0" name="index_x" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_y_slice_into" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="target" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="get_y_slice_into_image" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="target" type="Image" />
+			<argument index="1" name="index_x" type="int" />
+			<argument index="2" name="target_channels" type="int" default="7" />
+			<description>
+			</description>
+		</method>
+		<method name="get_z_slice_image" qualifiers="const">
+			<return type="Image" />
+			<argument index="0" name="index_z" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_z_slice_into_image" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="target" type="Image" />
+			<argument index="1" name="index_z" type="int" />
+			<argument index="2" name="target_channels" type="int" default="7" />
+			<description>
+			</description>
+		</method>
+		<method name="get_z_slice_into_mlpp_matrix" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="index_z" type="int" />
+			<argument index="1" name="target" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="get_z_slice_into_mlpp_vector" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="index_z" type="int" />
+			<argument index="1" name="target" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="get_z_slice_mlpp_matrix" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="index_z" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_z_slice_mlpp_vector" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="index_z" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_z_slice_pool_vector" qualifiers="const">
+			<return type="PoolRealArray" />
+			<argument index="0" name="index_z" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="get_z_slices_image" qualifiers="const">
+			<return type="Image" />
+			<argument index="0" name="index_r" type="int" default="-1" />
+			<argument index="1" name="index_g" type="int" default="-1" />
+			<argument index="2" name="index_b" type="int" default="-1" />
+			<argument index="3" name="index_a" type="int" default="-1" />
+			<description>
+			</description>
+		</method>
+		<method name="get_z_slices_into_image" qualifiers="const">
+			<return type="void" />
+			<argument index="0" name="target" type="Image" />
+			<argument index="1" name="index_r" type="int" default="-1" />
+			<argument index="2" name="index_g" type="int" default="-1" />
+			<argument index="3" name="index_b" type="int" default="-1" />
+			<argument index="4" name="index_a" type="int" default="-1" />
+			<description>
+			</description>
+		</method>
+		<method name="hadamard_product">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="hadamard_productb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPTensor3" />
+			<argument index="1" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="hadamard_productn" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="is_equal_approx" qualifiers="const">
+			<return type="bool" />
+			<argument index="0" name="with" type="MLPPTensor3" />
+			<argument index="1" name="tolerance" type="float" default="1e-05" />
+			<description>
+			</description>
+		</method>
+		<method name="max">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="maxb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPTensor3" />
+			<argument index="1" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="maxn" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="remove_z_slice">
+			<return type="void" />
+			<argument index="0" name="index" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="remove_z_slice_unordered">
+			<return type="void" />
+			<argument index="0" name="index" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="reset">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="resize">
+			<return type="void" />
+			<argument index="0" name="size" type="Vector3i" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_add">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_addb">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<argument index="1" name="A" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_addn" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_multiply">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_multiplyb">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<argument index="1" name="A" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_multiplyn" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="set_element">
+			<return type="void" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_x" type="int" />
+			<argument index="2" name="index_z" type="int" />
+			<argument index="3" name="val" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="set_element_index">
+			<return type="void" />
+			<argument index="0" name="index" type="int" />
+			<argument index="1" name="val" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="set_from_image">
+			<return type="void" />
+			<argument index="0" name="img" type="Image" />
+			<argument index="1" name="channels" type="int" default="15" />
+			<description>
+			</description>
+		</method>
+		<method name="set_from_mlpp_matrices_array">
+			<return type="void" />
+			<argument index="0" name="from" type="Array" />
+			<description>
+			</description>
+		</method>
+		<method name="set_from_mlpp_matrix">
+			<return type="void" />
+			<argument index="0" name="from" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="set_from_mlpp_tensor3">
+			<return type="void" />
+			<argument index="0" name="from" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="set_from_mlpp_vectors_array">
+			<return type="void" />
+			<argument index="0" name="from" type="Array" />
+			<description>
+			</description>
+		</method>
+		<method name="set_row_mlpp_vector">
+			<return type="void" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_z" type="int" />
+			<argument index="2" name="row" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="set_row_pool_vector">
+			<return type="void" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="index_z" type="int" />
+			<argument index="2" name="row" type="PoolRealArray" />
+			<description>
+			</description>
+		</method>
+		<method name="set_shape">
+			<return type="void" />
+			<argument index="0" name="size" type="Vector3i" />
+			<description>
+			</description>
+		</method>
+		<method name="set_x_slice">
+			<return type="void" />
+			<argument index="0" name="index_x" type="int" />
+			<argument index="1" name="mat" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="set_x_slice_image">
+			<return type="void" />
+			<argument index="0" name="img" type="Image" />
+			<argument index="1" name="index_x" type="int" />
+			<argument index="2" name="image_channel_flag" type="int" default="1" />
+			<description>
+			</description>
+		</method>
+		<method name="set_y_slice">
+			<return type="void" />
+			<argument index="0" name="index_y" type="int" />
+			<argument index="1" name="mat" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="set_y_slice_image">
+			<return type="void" />
+			<argument index="0" name="img" type="Image" />
+			<argument index="1" name="index_x" type="int" />
+			<argument index="2" name="image_channel_flag" type="int" default="1" />
+			<description>
+			</description>
+		</method>
+		<method name="set_z_slice_image">
+			<return type="void" />
+			<argument index="0" name="img" type="Image" />
+			<argument index="1" name="index_z" type="int" />
+			<argument index="2" name="image_channel_flag" type="int" default="1" />
+			<description>
+			</description>
+		</method>
+		<method name="set_z_slice_mlpp_matrix">
+			<return type="void" />
+			<argument index="0" name="index_z" type="int" />
+			<argument index="1" name="mat" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="set_z_slice_mlpp_vector">
+			<return type="void" />
+			<argument index="0" name="index_z" type="int" />
+			<argument index="1" name="row" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="set_z_slice_pool_vector">
+			<return type="void" />
+			<argument index="0" name="index_z" type="int" />
+			<argument index="1" name="row" type="PoolRealArray" />
+			<description>
+			</description>
+		</method>
+		<method name="set_z_slices_image">
+			<return type="void" />
+			<argument index="0" name="img" type="Image" />
+			<argument index="1" name="index_r" type="int" />
+			<argument index="2" name="index_g" type="int" />
+			<argument index="3" name="index_b" type="int" />
+			<argument index="4" name="index_a" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="size" qualifiers="const">
+			<return type="Vector3i" />
+			<description>
+			</description>
+		</method>
+		<method name="sqrt">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="sqrtb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="sqrtn" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="sub">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="subb">
+			<return type="void" />
+			<argument index="0" name="A" type="MLPPTensor3" />
+			<argument index="1" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="subn" qualifiers="const">
+			<return type="MLPPTensor3" />
+			<argument index="0" name="B" type="MLPPTensor3" />
+			<description>
+			</description>
+		</method>
+		<method name="swap_z_slice">
+			<return type="void" />
+			<argument index="0" name="index_1" type="int" />
+			<argument index="1" name="index_2" type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="to_flat_byte_array" qualifiers="const">
+			<return type="PoolByteArray" />
+			<description>
+			</description>
+		</method>
+		<method name="to_flat_pool_vector" qualifiers="const">
+			<return type="PoolRealArray" />
+			<description>
+			</description>
+		</method>
+		<method name="z_slice_data_size" qualifiers="const">
+			<return type="int" />
+			<description>
+			</description>
+		</method>
+		<method name="z_slice_size" qualifiers="const">
+			<return type="Vector2i" />
+			<description>
+			</description>
+		</method>
+	</methods>
+	<constants>
+		<constant name="IMAGE_CHANNEL_FLAG_R" value="1" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_G" value="2" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_B" value="4" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_A" value="8" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_NONE" value="0" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_RG" value="3" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_RGB" value="7" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_GB" value="6" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_GBA" value="14" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_BA" value="12" enum="ImageChannelFlags">
+		</constant>
+		<constant name="IMAGE_CHANNEL_FLAG_RGBA" value="15" enum="ImageChannelFlags">
+		</constant>
+	</constants>
+</class>
diff --git a/doc_classes/MLPPVector.xml b/doc_classes/MLPPVector.xml
index 7a0b485..42384d4 100644
--- a/doc_classes/MLPPVector.xml
+++ b/doc_classes/MLPPVector.xml
@@ -7,22 +7,119 @@
 	<tutorials>
 	</tutorials>
 	<methods>
+		<method name="abs">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="absb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="absn" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="add">
+			<return type="void" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
 		<method name="add_mlpp_vector">
 			<return type="void" />
 			<argument index="0" name="other" type="float" />
 			<description>
 			</description>
 		</method>
+		<method name="addb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<argument index="1" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="addn" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="cbrt">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="cbrtb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="cbrtn" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
 		<method name="clear">
 			<return type="void" />
 			<description>
 			</description>
 		</method>
+		<method name="cos">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="cosb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="cosn" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="diagnm" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="dot" qualifiers="const">
+			<return type="float" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
 		<method name="duplicate" qualifiers="const">
 			<return type="MLPPVector" />
 			<description>
 			</description>
 		</method>
+		<method name="element_wise_division">
+			<return type="void" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="element_wise_divisionb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<argument index="1" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="element_wise_divisionn" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
 		<method name="empty" qualifiers="const">
 			<return type="bool" />
 			<description>
@@ -40,6 +137,69 @@
 			<description>
 			</description>
 		</method>
+		<method name="erf">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="erfb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="erfn" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="euclidean_distance" qualifiers="const">
+			<return type="float" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="euclidean_distance_squared" qualifiers="const">
+			<return type="float" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="exp">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="expb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="expn" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="exponentiate">
+			<return type="void" />
+			<argument index="0" name="p" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="exponentiateb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<argument index="1" name="p" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="exponentiaten" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="p" type="float" />
+			<description>
+			</description>
+		</method>
 		<method name="fill">
 			<return type="void" />
 			<argument index="0" name="val" type="float" />
@@ -53,12 +213,38 @@
 			<description>
 			</description>
 		</method>
+		<method name="full_vec" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="n" type="int" />
+			<argument index="1" name="k" type="int" />
+			<description>
+			</description>
+		</method>
 		<method name="get_element" qualifiers="const">
 			<return type="float" />
 			<argument index="0" name="index" type="int" />
 			<description>
 			</description>
 		</method>
+		<method name="hadamard_product">
+			<return type="void" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="hadamard_productb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<argument index="1" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="hadamard_productn" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
 		<method name="insert">
 			<return type="void" />
 			<argument index="0" name="pos" type="int" />
@@ -78,12 +264,90 @@
 			<description>
 			</description>
 		</method>
+		<method name="log">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="log10">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="log10b">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="log10n" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="logb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="logn" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="max_element" qualifiers="const">
+			<return type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="maxv">
+			<return type="void" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="maxvb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<argument index="1" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="maxvn" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="min_element" qualifiers="const">
+			<return type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="norm_sq" qualifiers="const">
+			<return type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="one_vec" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="n" type="int" />
+			<description>
+			</description>
+		</method>
 		<method name="ordered_insert">
 			<return type="void" />
 			<argument index="0" name="val" type="float" />
 			<description>
 			</description>
 		</method>
+		<method name="outer_product" qualifiers="const">
+			<return type="MLPPMatrix" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
 		<method name="push_back">
 			<return type="void" />
 			<argument index="0" name="elem" type="float" />
@@ -113,6 +377,44 @@
 			<description>
 			</description>
 		</method>
+		<method name="scalar_add">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_addb">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<argument index="1" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_addn" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_multiply">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_multiplyb">
+			<return type="void" />
+			<argument index="0" name="scalar" type="float" />
+			<argument index="1" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="scalar_multiplyn" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="scalar" type="float" />
+			<description>
+			</description>
+		</method>
 		<method name="set_element">
 			<return type="void" />
 			<argument index="0" name="index" type="int" />
@@ -132,6 +434,22 @@
 			<description>
 			</description>
 		</method>
+		<method name="sin">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="sinb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="sinn" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
 		<method name="size" qualifiers="const">
 			<return type="int" />
 			<description>
@@ -142,6 +460,65 @@
 			<description>
 			</description>
 		</method>
+		<method name="sqrt">
+			<return type="void" />
+			<description>
+			</description>
+		</method>
+		<method name="sqrtb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="sqrtn" qualifiers="const">
+			<return type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="sub">
+			<return type="void" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="subb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<argument index="1" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="subn" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="b" type="MLPPVector" />
+			<description>
+			</description>
+		</method>
+		<method name="subtract_matrix_rows">
+			<return type="void" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="subtract_matrix_rowsb">
+			<return type="void" />
+			<argument index="0" name="a" type="MLPPVector" />
+			<argument index="1" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="subtract_matrix_rowsn" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="B" type="MLPPMatrix" />
+			<description>
+			</description>
+		</method>
+		<method name="sum_elements" qualifiers="const">
+			<return type="float" />
+			<description>
+			</description>
+		</method>
 		<method name="to_byte_array" qualifiers="const">
 			<return type="PoolByteArray" />
 			<description>
@@ -152,6 +529,12 @@
 			<description>
 			</description>
 		</method>
+		<method name="zero_vec" qualifiers="const">
+			<return type="MLPPVector" />
+			<argument index="0" name="n" type="int" />
+			<description>
+			</description>
+		</method>
 	</methods>
 	<constants>
 	</constants>