[Sphinx Documentation] Update tutorials chapter

docs/finn/tutorials.rst

@@ -6,56 +6,47 @@ Tutorials
 
 .. note:: **This website is currently under construction.**
 
-FINN provides several Jupyter notebooks that can help to get familiar with the basics, the internals and the end-to-end flow in FINN. All Jupyter notebooks can be found in the repo in the `notebook folder <https://github.com/Xilinx/finn/tree/dev/notebooks>`_.
+FINN provides several Jupyter notebooks that can help to get familiar with the basics, the internals and the end-to-end flow in FINN. All Jupyter notebooks can be found in the repo in the `notebook folder <https://github.com/Xilinx/finn/tree/master/notebooks>`_.
 
 Basics
 ======
 
 The notebooks in this folder should give a basic insight into FINN, how to get started and the basic concepts.
 
-* `0_getting_started <https://github.com/Xilinx/finn/blob/master/notebooks/basics/0_getting_started.ipynb>`_
-
-  * This notebook corresponds to the chapter :ref:`getting_started` and gives an overview how to start working with FINN.
-
-* `1_how_to_work_with_onnx <https://github.com/Xilinx/finn/blob/master/notebooks/basics/1_how_to_work_with_onnx.ipynb>`_
+* 0_how_to_work_with_onnx
 
   * This notebook can help you to learn how to create and manipulate a simple ONNX model, also by using FINN
 
-* `2_modelwrapper <https://github.com/Xilinx/finn/blob/master/notebooks/basics/2_modelwrapper.ipynb>`_
-
-  * This notebook corresponds to the section :ref:`modelwrapper` in the chapter about internals.
-
-* `3_brevitas_network_import <https://github.com/Xilinx/finn/blob/master/notebooks/basics/3_brevitas_network_import.ipynb>`_
+* 1_brevitas_network_import
 
   * This notebook shows how to import a brevitas network and prepare it for the FINN flow.
 
-Internals
-=========
+Advanced
+========
 
 The notebooks in this folder are more developer oriented. They should help you to get familiar with the principles in FINN and how to add new content regarding these concepts.
 
-* `0_custom_analysis_pass <https://github.com/Xilinx/finn/blob/master/notebooks/internals/0_custom_analysis_pass.ipynb>`_
+* 0_custom_analysis_pass
 
   * This notebook explains what an analysis pass is and how to write one for FINN.
 
-* `1_custom_transformation_pass <https://github.com/Xilinx/finn/blob/master/notebooks/internals/1_custom_transformation_pass.ipynb>`_
+* 1_custom_transformation_pass
 
   * This notebook explains what a transformation pass is and how to write one for FINN.
 
-* `2_custom_op <https://github.com/Xilinx/finn/blob/master/notebooks/internals/2_custom_op.ipynb>`_
+End-to-End Flow
+===============
 
-  * This notebooks explains what a custom operation/node is and how to create one for FINN.
+This notebook shows the FINN end-to-end flow step by step using an example of a simple, binarized, fully-connected network trained on the MNIST data set. Starting with the brevitas export and taking this particular network all the way down to hardware by using a specific sequence of transformations.
 
-* `3_verify_hls_custom_op <https://github.com/Xilinx/finn/blob/master/notebooks/internals/3_verify_hls_custom_op.ipynb>`_
+* cnv_end2end_example
 
-  * This notebook shows the functional verification flow for hls custom operations/nodes.
+  * This notebook takes a simple convolutional model step-by-step from a trained Brevitas net to a running FPGA bitfile.
 
-End-to-End Flow
-===============
+* tfc_end2end_example
 
-This notebook shows the FINN end-to-end flow step by step using an example of a simple, binarized, fully-connected network trained on the MNIST data set. Starting with the brevitas export and taking this particular network all the way down to hardware by using a specific sequence of transformations.
+  * This notebook takes a simple fully-connected  model step-by-step from a trained Brevitas net to a running FPGA bitfile.
+
+* tfc_end2end_verification
 
-* `tfc_end2end_example <https://github.com/Xilinx/finn/blob/master/notebooks/end2end_example/tfc_end2end_example.ipynb>`_
-  * This notebook takes the model step-by-step from a trained Brevitas net to a running FPGA bitfile.
-* `tfc_end2end_verification <https://github.com/Xilinx/finn/blob/master/notebooks/end2end_example/tfc_end2end_verification.ipynb>`_
   * This notebook runs parellel to the tfc_end2end_example notebook above, and shows how the output of each step can be verified.