Merge branch 'Fixesv110' of https://github.com/fastmachinelearning/hls4ml-tutorial into Fixesv110

Author: JanFSchulte

.pre-commit-config.yaml

@@ -2,7 +2,7 @@ exclude: .*\.rpt$
 
 repos:
 - repo: https://github.com/psf/black
-  rev: 24.10.0
+  rev: 25.1.0
   hooks:
   - id: black-jupyter
     language_version: python3
@@ -24,7 +24,7 @@ repos:
   - id: trailing-whitespace
 
 - repo: https://github.com/PyCQA/isort
-  rev: 5.13.2
+  rev: 6.0.1
   hooks:
   - id: isort
     args: ["--profile", "black", --line-length=125]
@@ -41,7 +41,7 @@ repos:
   - id: setup-cfg-fmt
 
 - repo: https://github.com/pycqa/flake8
-  rev: 7.1.1
+  rev: 7.1.2
   hooks:
   - id: flake8
     exclude: docs/conf.py

part4.1_HG_quantization.ipynb

@@ -307,7 +307,9 @@
     "import hls4ml\n",
     "import plotting\n",
     "\n",
-    "hls_model = hls4ml.converters.convert_from_keras_model(proxy, output_dir='model_3.1/hls4ml_prj', part='xcu250-figd2104-2L-e', backend='Vitis')\n",
+    "hls_model = hls4ml.converters.convert_from_keras_model(\n",
+    "    proxy, output_dir='model_3.1/hls4ml_prj', part='xcu250-figd2104-2L-e', backend='Vitis'\n",
+    ")\n",
     "hls_model.compile()\n",
     "\n",
     "X_test = np.ascontiguousarray(X_test)\n",