Merge pull request #1234 from fastmachinelearning/docsv110

Update docs for v1.1.0

Author: jmitrevs

docs/advanced/extension.rst

@@ -18,6 +18,9 @@ To implement a custom layer in ``hls4ml`` with the extension API, the required c
 * Function config template
 * Registration of layer, source code, and templates
 
+.. note::
+    currently, then extension API supports keras models. Support for pytorch models is in development.
+
 Complete example
 ================
 

docs/intro/setup.rst

@@ -20,14 +20,8 @@ If you want to use our :doc:`profiling <../advanced/profiling>` toolbox, you mig
 
    pip install hls4ml[profiling]
 
-``hls4ml`` is also available as a ``conda`` package in the ``conda-forge`` repository. To install, run:
-
 .. warning::
-   Version of hls4ml available on ``conda-forge`` is outdated, we recommend installing with ``pip`` to get the latest version.
-
-.. code-block::
-
-   conda install -c conda-forge hls4ml
+   Previously, versions of hls4ml were made available on ``conda-forge``. These are outdated and should NOT be used. Installing with ``pip`` is currently the only supported method.
 
 Development version
 -------------------

docs/intro/status.rst

@@ -89,14 +89,15 @@ A summary of the on-going status of the ``hls4ml`` tool is in the table below.
 
 Other feature notes:
 
-* ``hls4ml`` is tested on Linux, and supports
+* ``hls4ml`` is tested on the following platforms. Newer versions might work just fine, but try at your own risk.
    * Vivado HLS versions 2018.2 to 2020.1
-   * Intel HLS versions 20.1 to 21.4
-   * Vitis HLS versions 2022.2 to 2024.1
+   * Intel HLS versions 20.1 to 21.4, versions \> 21.4 have not been tested.
+   * Vitis HLS versions 2022.2 to 2024.1. Versions \<= 2022.1 are known not to work.
    * Catapult HLS versions 2024.1_1 to 2024.2
    * oneAPI versions 2024.1 to 2025.0
 
-* Windows and macOS are not supported
+* ``hls4ml`` supports Linux and requires python \>=3.10. hlsml does not require a specific Linux distribution version and we recommended to follow the requirements of the HLS tool you are using.
+* Windows and macOS are not supported. Setting up ``hls4ml`` on these platforms, for example using the Windows Subsystem for Linux (WSL) should be possible, but we do not provide support for such use cases.
 * BDT support has moved to the `Conifer <https://github.com/thesps/conifer>`__ package
 
 Example Models