Howtos: Refactoring

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer0_elementary/ui/howto.bf.ui.001.rst

@@ -2,8 +2,7 @@
 Howto BF-UI-001: SciUI - Reuse of interactive 2D/3D Input Space
 ===============================================================
 
-Prerequisites
-^^^^^^^^^^^^^
+**Prerequisites**
 
 Please install the following packages to run this example properly:
 
@@ -12,24 +11,21 @@ Please install the following packages to run this example properly:
 
 
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../../src/mlpro/bf/examples/howto_bf_ui_001_reuse_of_interactive_2d_3d_input_space.py
+.. literalinclude:: ../../../../../../../../../test/howtos/bf/howto_bf_ui_001_reuse_of_interactive_2d_3d_input_space.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 The SciUI application should start and show an interactive demo of a 2D/3D input space as follows:
 
 .. image:: images/howto.bf.ui.001/sciui_iis.png
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
     - :ref:`API Reference: SciUi <target_api_bf_ui_sciui>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer0_elementary/various/howto.bf.001.rst

@@ -2,23 +2,20 @@
 Howto BF-001: Logging
 =====================
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../../src/mlpro/bf/examples/howto_bf_001_logging.py
+.. literalinclude:: ../../../../../../../../../test/howtos/bf/howto_bf_001_logging.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 .. image:: images/log_example.png
     :scale: 60 %
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
     - :ref:`API Reference: Various <target_api_bf_various>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer0_elementary/various/howto.bf.002.rst

@@ -2,23 +2,20 @@
 Howto BF-002: Timer
 ===================
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../../src/mlpro/bf/examples/howto_bf_002_timer.py
+.. literalinclude:: ../../../../../../../../../test/howtos/bf/howto_bf_002_timer.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 .. image:: images/timer_example.png
     :scale: 70 %
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
     - :ref:`API Reference: Various <target_api_bf_various>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer0_elementary/various/howto.bf.003.rst

@@ -2,25 +2,22 @@
 Howto BF-003: Store and plot data
 =================================
 
-Prerequisites
-^^^^^^^^^^^^^
+**Prerequisites**
 
 PLease install following packages to run this howto
 
     - `Matplotlib <https://matplotlib.org/>`_
 
 
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../../src/mlpro/bf/examples/howto_bf_003_store_plot_and_save_variables.py
+.. literalinclude:: ../../../../../../../../../test/howtos/bf/howto_bf_003_store_plot_and_save_variables.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 .. image::
     images/states_1.png
@@ -41,7 +38,6 @@ Results
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
     - :ref:`API Reference: Various <target_api_bf_various>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer0_elementary/various/howto.bf.004.rst

@@ -2,24 +2,21 @@
 Howto BF-004: Buffers
 =====================
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../../src/mlpro/bf/examples/howto_bf_004_buffers.py
+.. literalinclude:: ../../../../../../../../../test/howtos/bf/howto_bf_004_buffers.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 .. image::
     images/buffer_example.png
     :width: 500px
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
     - :ref:`API Reference: Various <target_api_bf_various>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer0_elementary/various/howto.bf.005.rst

@@ -2,23 +2,20 @@
 Howto BF-005: Persistence
 =========================
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../../src/mlpro/bf/examples/howto_bf_005_persistence.py
+.. literalinclude:: ../../../../../../../../../test/howtos/bf/howto_bf_005_persistence.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 .. image::
     images/howto.bf.005.png
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
 + :ref:`API Reference: Various <target_api_bf_various>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer1_computation/eh/howto.bf.eh.001.rst

@@ -2,24 +2,21 @@
 Howto BF-EH-001: Event Handling
 ===============================
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../../src/mlpro/bf/examples/howto_bf_eh_001_event_handling.py
+.. literalinclude:: ../../../../../../../../../test/howtos/bfs/howto_bf_eh_001_event_handling.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 .. image::
     images/eh_example.png
     :width: 900 px
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
-+ :ref:`API Reference: Event Handling <target_api_bf_event>`
+    - :ref:`API Reference: Event Handling <target_api_bf_event>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer1_computation/mt/howto.bf.mt.001.rst

@@ -2,25 +2,22 @@
 Howto BF-MT-001: Multitasking - Parallel Algorithms
 ===================================================
 
-Prerequisites
-^^^^^^^^^^^^^
+**Prerequisites**
 
 Please install following packages to run this howto
 
 	- `Multiprocess <https://pypi.org/project/multiprocess/>`_
 
 
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../../src/mlpro/bf/examples/howto_bf_mt_001_parallel_algorithms.py
+.. literalinclude:: ../../../../../../../../../test/howtos/bf/howto_bf_mt_001_parallel_algorithms.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 The howto example logs details of the three runs and in particular the speed factors of multithreading and 
 multiprocessing in comparison to the serial/synchronous execution. On a PC with an AMD Ryzen 7 CPU (8/16 cores)
@@ -30,7 +27,6 @@ running Linux, the system monitor shows an approx. 5x speedup with multithreadin
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
 	- :ref:`API Reference: Multitasking <target_api_bf_mt>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer1_computation/mt/howto.bf.mt.002.rst

@@ -2,25 +2,22 @@
 Howto BF-MT-002: Multitasking - Tasks and Workflows
 ===================================================
 
-Prerequisites
-^^^^^^^^^^^^^
+**Prerequisites**
 
 To run this howto please install the following packages
 
 	- `Multiprocess <https://pypi.org/project/multiprocess/>`_
 
 
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../../src/mlpro/bf/examples/howto_bf_mt_002_tasks_and_workflows.py
+.. literalinclude:: ../../../../../../../../../test/howtos/bf/howto_bf_mt_002_tasks_and_workflows.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 The howto example logs details of the two runs (workflow synchronously/multithreading). A short break
 between the workflow runs allows a better observation of CPU load in the system monitor.
@@ -29,7 +26,6 @@ between the workflow runs allows a better observation of CPU load in the system
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
 	- :ref:`API Reference: Multiprocessing <target_api_bf_mt>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer2_mathematics/howto.bf.math.001.rst

@@ -2,33 +2,29 @@
 Howto BF-MATH-001: Dimensions, Spaces and Elements
 =============================================
 
-Prerequisites
-^^^^^^^^^^^^^
+**Prerequisites**
 
 Please install following packages to run this howto
 
     - `Numpy <https://www.numpy.org/>`_
 
 
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../src/mlpro/bf/examples/howto_bf_math_001_spaces_and_elements.py
+.. literalinclude:: ../../../../../../../../test/howtos/bf/howto_bf_math_001_spaces_and_elements.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 .. image::
     images/math_001.png
     :width: 1200 px
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
     - :ref:`API Reference: Math <target_ap_bf_math>`

doc/rtd/content/99_appendices/appendix1/sub/mlpro_bf/layer2_mathematics/howto.bf.math.010.rst

@@ -2,25 +2,22 @@
 Howto BF-MATH-010: Normalizers
 ==============================
 
-Prerequisites
-^^^^^^^^^^^^^
+**Prerequisites**
 
 Please install following packages to run this howto
 
     - `Numpy <https://www.numpy.org>`_
 
 
 
-Executable code
-^^^^^^^^^^^^^^^
+**Executable code**
 
-.. literalinclude:: ../../../../../../../../src/mlpro/bf/examples/howto_bf_math_010_normalizers.py
+.. literalinclude:: ../../../../../../../../test/howtos/bf/howto_bf_math_010_normalizers.py
 	:language: python
 
 
 
-Results
-^^^^^^^
+**Results**
 
 The results will be available as follows
 
@@ -102,7 +99,6 @@ The results will be available as follows
 
 
 
-Cross Reference
-^^^^^^^^^^^^^^^
+**Cross Reference**
 
     - :ref:`API Reference: Normalizers <target_ap_bf_math_norm>`