Python plot_gp_2d примеры использования

Пример #1

Файл: failure_ego.pct.py Проект: icouckuy/trieste

    fig=fig,
    figrow=1,
    figcol=1,
)

fig.show()

# %% [markdown]
# ... and then for the failure data and model

# %%
fig, ax = plot_gp_2d(
    result.models[FAILURE].model,
    search_space.lower,
    search_space.upper,
    grid_density=50,
    contour=True,
    figsize=(12, 5),
    predict_y=True,
)

plot_bo_points(
    result.datasets[FAILURE].query_points.numpy(),
    num_init=num_init_points,
    ax=ax[0, 0],
    mask_fail=mask_fail,
)

plot_bo_points(
    result.datasets[FAILURE].query_points.numpy(),
    num_init=num_init_points,

Пример #2

Файл: failure_ego.pct.py Проект: yyht/trieste

    fig=fig,
    figrow=1,
    figcol=1,
)

fig.show()

# %% [markdown]
# ... and then for the failure data and model

# %%
fig, ax = plot_gp_2d(
    classification_model,
    mins,
    maxs,
    grid_density=50,
    contour=True,
    figsize=(12, 5),
    predict_y=True,
)

plot_bo_points(
    final_data[FAILURE].query_points.numpy(),
    num_init=num_init_points,
    ax=ax[0, 0],
    mask_fail=mask_fail,
)

plot_bo_points(
    final_data[FAILURE].query_points.numpy(),
    num_init=num_init_points,