Went through the doc pages for the method documentation and found some improvements https://matrixfunctions.github.io/GraphMatFun.jl/dev/generators/

• graph_horner: where α=scaling should be α=scaling
• graph_ps: More precily, it
• get_degopt_crefs: Retruns
• graph_sastre_yks_degopt: k+1 should be k+1 and s should be s-1
• graph_sastre_yks_degopt Rendering of the formula after k+1 representing
• graph_sid_exp: k <= 3 should be k<=3
• graph_bbc_exp: k <= 3 should be k<=3
• graph_bbcs_cheb_exp: k <= 3 should be k<=3
• graph_newton_schulz: V_0=A should be V_0=A

In https://matrixfunctions.github.io/GraphMatFun.jl/dev/code_gen/

• we may order more by relevance. First compress_graph! is most important among topology functions
• One example short example of code generation would be nice in the in the staart of section "Code generation"