python container info

episodes/05-ml-2.md

@@ -76,6 +76,18 @@ The QCD School 2024 ML project is an educational initiative designed to introduc
 This section and the QCD School 2024 ML project were developed by [Thea Klaeboe Aarrestad](https://www.linkedin.com/in/thea-klaeboe-aarrestad/), a particle physicist at ETH Zurich specializing in real-time AI and FPGA inference in the CMS experiment at CERN.
 
 **Link to repo:** [GitHub](https://github.com/thaarres/qcd_school_ml/)
+
+For this workshop, you can perform this exercise in a slightly newer python container: 
+
+```bash
+export workpath=$PWD
+mkdir cms_open_data_ML
+chmod -R 777 cms_open_data_ML
+docker run -it --name my_ML -P -p 8888:8888 -v ${workpath}/cms_open_data_ML:/code gitlab-registry.cern.ch/cms-cloud/python-vnc:python3.10.12
+
+code/$ pip install qkeras==0.9.0 tensorflow==2.11.1 hls4ml h5py mplhep cernopendata-client pydot graphviz
+code/$ pip install --upgrade matplotlib
+```
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 ## Key Differences