The figsizes of the Repo Deco's graphs cannot be changed by usser

[enagovitsyn]

🚀 Feature Request

In each plotting function in lightautoml.report.report_deco the figsize are fixed For example (3 line)

def plot_roc_curve_image(data, path):
    sns.set(style="whitegrid", font_scale=1.5)
    plt.figure(figsize=(10, 10))

    fpr, tpr, _ = roc_curve(data["y_true"], data["y_pred"])
    auc_score = roc_auc_score(data["y_true"], data["y_pred"])

    lw = 2
    plt.plot(fpr, tpr, color="blue", lw=lw, label="Trained model")
    plt.plot([0, 1], [0, 1], color="red", lw=lw, linestyle="--", label="Random model")
    plt.xlim([-0.05, 1.05])
    plt.ylim([-0.05, 1.05])
    plt.xlabel("False Positive Rate")
    plt.ylabel("True Positive Rate")
    lgd = plt.legend(bbox_to_anchor=(0.5, -0.15), loc="upper center", ncol=2)
    plt.xticks(np.arange(0, 1.01, 0.05), rotation=45)
    plt.yticks(np.arange(0, 1.01, 0.05))
    plt.grid(color="gray", linestyle="-", linewidth=1)
    plt.title("ROC curve (GINI = {:.3f})".format(2 * auc_score - 1))
    plt.savefig(path, bbox_extra_artists=(lgd,), bbox_inches="tight")
    plt.close()
    return auc_score

Motivation

I want to be able to set the size of the plots.

Proposal

Add an kwarg for the class

Additional context

In mlflow window view plots are don't fit completely

[alexmryzhkov]

Hi @enagovitsyn,

it’s sound like a bug in MLFlow because we are saving png images and they can be resized into any size after it in external applications