benchopt.plotting.plot_benchmark¶
- benchopt.plotting.plot_benchmark(fname, benchmark, kinds=None, display=True, plotly=False, html=True)¶
Plot convergence curve and bar chart for a given benchmark.
- Parameters
- fnamestr
Name of the file in which the results are saved.
- benchmarkbenchopt.Benchmark object
Object to represent the benchmark.
- kindslist of str or None
List of the plots that will be generated. If None are provided, use the config file to choose or default to suboptimality_curve.
- displaybool
If set to True, display the curves with plt.show.
- plotlybool
If set to True, generate figures with plotly if possible and save the result as a HTML file.
- htmlbool
If True plot the benchmark in an HTML page. If True, plotly is necessarily used.
- Returns
- figslist
The matplotlib figures for convergence curve and bar chart for each dataset.