Tutorial 2 does not run

[QuantAkt]

Description

When running Tutorial 2: Benchmarking models, the script stops with

TypeError: DataFrame.set_axis() got an unexpected keyword argument 'inplace'

---------------------------------------------------------------------------
TypeError                                 Traceback (most recent call last)
Cell In[5], [line 1](vscode-notebook-cell:?execution_count=5&line=1)
----> [1](vscode-notebook-cell:?execution_count=5&line=1) Benchmarks.highlight(score)

File c:\Users\gg\Documents\QuantAkt\EigeneProjekte\BDLV\UAG 3\synthetic data\synthcity progs\.syncenv\Lib\site-packages\pydantic\decorator.py:40, in pydantic.decorator.validate_arguments.validate.wrapper_function()

File c:\Users\gg\Documents\QuantAkt\EigeneProjekte\BDLV\UAG 3\synthetic data\synthcity progs\.syncenv\Lib\site-packages\pydantic\decorator.py:134, in pydantic.decorator.ValidatedFunction.call()

File c:\Users\gg\Documents\QuantAkt\EigeneProjekte\BDLV\UAG 3\synthetic data\synthcity progs\.syncenv\Lib\site-packages\pydantic\decorator.py:206, in pydantic.decorator.ValidatedFunction.execute()

File c:\Users\gg\Documents\QuantAkt\EigeneProjekte\BDLV\UAG 3\synthetic data\synthcity progs\.syncenv\Lib\site-packages\synthcity\benchmark\__init__.py:362, in Benchmarks.highlight(results)
    [359](file:///C:/Users/gg/Documents/QuantAkt/EigeneProjekte/BDLV/UAG%203/synthetic%20data/synthcity%20progs/.syncenv/Lib/site-packages/synthcity/benchmark/__init__.py:359)     means.append(data)
    [361](file:///C:/Users/gg/Documents/QuantAkt/EigeneProjekte/BDLV/UAG%203/synthetic%20data/synthcity%20progs/.syncenv/Lib/site-packages/synthcity/benchmark/__init__.py:361) out = pd.concat(means, axis=1)
--> [362](file:///C:/Users/gg/Documents/QuantAkt/EigeneProjekte/BDLV/UAG%203/synthetic%20data/synthcity%20progs/.syncenv/Lib/site-packages/synthcity/benchmark/__init__.py:362) out.set_axis(results.keys(), axis=1, inplace=True)
    [364](file:///C:/Users/gg/Documents/QuantAkt/EigeneProjekte/BDLV/UAG%203/synthetic%20data/synthcity%20progs/.syncenv/Lib/site-packages/synthcity/benchmark/__init__.py:364) bad_highlight = "background-color: lightcoral;"
    [365](file:///C:/Users/gg/Documents/QuantAkt/EigeneProjekte/BDLV/UAG%203/synthetic%20data/synthcity%20progs/.syncenv/Lib/site-packages/synthcity/benchmark/__init__.py:365) ok_highlight = "background-color: green;"

TypeError: DataFrame.set_axis() got an unexpected keyword argument 'inplace'

The offending instruction in line 362 uses "inplace" and the Pandas docs tell me "Deprecated since version 1.5.0."
But In setup.cfg I find

pandas>=2.1 # min due to lifelines

How to Reproduce

1. Install synthcity (version 0.2.11)
2. Run Tutorial 2

System Information

python : 3.12.7
python-bits : 64
OS : Windows
OS-release : 11
Version : 10.0.22631