Doc: Rename 'steadystate example'

New title + some minor updates

Closes #1990

binder/overview.ipynb

@@ -12,7 +12,7 @@
     "\n",
     "  Brief intro to AMICI for first-time users.\n",
     "\n",
-    "* [Example \"steadystate\"](../python/examples/example_steadystate/ExampleSteadystate.ipynb)\n",
+    "* [SBML import, observation model, sensitivity analysis, data export and visualization](../python/examples/example_steadystate/ExampleSteadystate.ipynb)\n",
     "\n",
     "  A more detailed introduction to the AMICI interface, demonstrating sensitivity analysis, various options, finite difference checks, ...\n",
     "\n",

python/examples/example_steadystate/ExampleSteadystate.ipynb

@@ -4,9 +4,14 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# AMICI Python example \"steadystate\"\n",
+    "# SBML import, observation model, sensitivity analysis, data export and visualization\n",
     "\n",
-    "This is an example using the [model_steadystate_scaled.sbml] model to demonstrate and test SBML import and AMICI Python interface."
+    "This is an example using the [model_steadystate_scaled.sbml] model to demonstrate:\n",
+    "\n",
+    "* SBML import\n",
+    "* specifying the observation model\n",
+    "* performing sensitivity analysis\n",
+    "* exporting and visualizing simulation results"
    ]
   },
   {
@@ -23,10 +28,7 @@
     "model_output_dir = model_name\n",
     "\n",
     "import libsbml\n",
-    "import importlib\n",
     "import amici\n",
-    "import os\n",
-    "import sys\n",
     "import numpy as np\n",
     "import matplotlib.pyplot as plt"
    ]
@@ -145,7 +147,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "constantParameters = [\"k0\"]"
+    "constant_parameters = [\"k0\"]"
    ]
   },
   {
@@ -341,7 +343,7 @@
     "    model_output_dir,\n",
     "    verbose=logging.INFO,\n",
     "    observables=observables,\n",
-    "    constant_parameters=constantParameters,\n",
+    "    constant_parameters=constant_parameters,\n",
     "    sigmas=sigmas,\n",
     ")"
    ]
@@ -361,8 +363,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "sys.path.insert(0, os.path.abspath(model_output_dir))\n",
-    "model_module = importlib.import_module(model_name)"
+    "model_module = amici.import_model_module(model_name, model_output_dir)"
    ]
   },
   {