Autoscaling a figure with heatmap + scatter introduces extra padding

The code below

import numpy as np
import plotly.graph_objects as go


def make_blob(n: int) -> np.ndarray:
    xx, yy = np.meshgrid(np.arange(n), np.arange(n))
    return np.exp(-((xx - n // 2) ** 2 + (yy - n // 2) ** 2) / (2 * (n // 2) ** 2))


if __name__ == "__main__":
    n = 101
    x = np.arange(n)
    blob = make_blob(n)
    fig = go.Figure(data=go.Heatmap(x=x, y=x, z=blob, type="heatmap", colorscale="Viridis"))
    fig.add_scatter(x=x, y=x)
    fig.update_xaxes(range=(0, n - 1))
    fig.update_yaxes(range=(0, n - 1))
    fig.show()

gives

But pressing β€œAutoscale” on the toolbar will introduce extra padding:

Although it can be removed with β€œReset axes”, can I make them not appear in the first place?

Is this related?