Adding RG to report

[jacoterh]

This PR includes:

• The RGE matrix is saved as .pkl file to the result directory
• Possible to load a precomputed RGE matrix when redoing a fit
• moves the RGE modules to /rge
• Report loads RG rotated predictions
• Rewrote the Fisher heatmap to add support for multiple Fishers in a single heat map
• Fisher heatmap supports custom ordering of WC and dataset grouping

todo:

• load the saved RGE matrix when redoing a fit
• Remove repetitive code
• Update website with new plot options
• Fix codefactor issues

Comparison between computing the RG from scratch and reloading it:

To enable reloading precomputed RG matrices, one should add its path to the runcard after the key rg_matrix

rge:
  init_scale: 5000.0
  obs_scale: dynamic # float or "dynamic"
  smeft_accuracy: integrate # options: integrate, leadinglog
  yukawa: top # options: top, full or none
  adm_QCD: False # if true, the EW couplings are set to zero
  rg_matrix: <path/to/rge_matrix.pkl>

The fisher heatmap can be added to the report as follows

fisher:

  # heatmap plot
  plot:
    summary_only: True # if True display only the fisher information per dataset group. If False will show the fine grained dataset per dataset
    figsize: [21, 35] # figure size
    title: true # if True display the fit label as title
    column_names:
      - 4H: "$t\\bar{t}t\\bar{t} + t\\bar{t}b\\bar{b}$"
      - Higgs: "$\\rm Higgs$"
      - LEP: "$\\rm LEP$"
      - tt: "$t\\bar{t}$"
      - ttV: "$t\\bar{t}V$"
      - t: "$t$"
      - tV: "$tV$"
      - VV: "$VV$"
      - FCCee-91: "$\\rm FCC-ee\\:91\\:GeV$"
      - FCCee-161: "$\\rm FCC-ee\\:161\\:GeV$"
      - FCCee-240: "$\\rm FCC-ee\\:240\\:GeV$"
      - FCCee-365: "$\\rm FCC-ee\\:365\\:GeV$"
    together: ["fit_without_rg", "with_with_rg"] # list of result IDs to be plotted together

[jacoterh]

I think GitHub copilot added this by mistake haha

[jacoterh]

to be improved

[LucaMantani]

Just few comments

[LucaMantani]

This line makes it crash in case together is not specified in the runcard. I think it would be better if it is made sure that if it's not there, it gets set to a default value?