Python build_modelの例

コード例 #1

def test_energyplot():
    with asmod.build_model():
        trace = sample()

    energyplot(trace)
    energyplot(trace, shade=0.5, alpha=0)
    energyplot(trace, kind='hist')

コード例 #2

ファイル: test_plots.py プロジェクト: alexander-belikov/pymc3

def test_energyplot():
    with asmod.build_model():
        trace = sample(cores=1)

    energyplot(trace)
    energyplot(trace, shade=0.5, alpha=0)
    energyplot(trace, kind='hist')

コード例 #3

ファイル: test_plots.py プロジェクト: tartaruszen/pymc3

def test_plots_categorical():
    # Test single trace
    start, model, _ = simple_categorical()
    with asmod.build_model() as model:
        start = model.test_point
        h = find_hessian(start)
        step = Metropolis(model.vars, h)
        trace = sample(3000, tune=0, step=step, start=start)

        traceplot(trace)

コード例 #4

ファイル: test_plots.py プロジェクト: alexander-belikov/pymc3

def test_plots_categorical():
    # Test single trace
    start, model, _ = simple_categorical()
    with asmod.build_model() as model:
        start = model.test_point
        h = find_hessian(start)
        step = Metropolis(model.vars, h)
        trace = sample(3000, tune=0, step=step, start=start, chains=1)

    traceplot(trace)

コード例 #5

ファイル: test_plots.py プロジェクト: tartaruszen/pymc3

def test_plots():
    # Test single trace
    with asmod.build_model() as model:
        start = model.test_point
        h = find_hessian(start)
        step = Metropolis(model.vars, h)
        trace = sample(3000, tune=0, step=step, start=start)

        traceplot(trace)
        forestplot(trace)
        plot_posterior(trace)
        autocorrplot(trace)

コード例 #6

def test_plots():
    # Test single trace
    with asmod.build_model() as model:
        start = model.test_point
        h = find_hessian(start)
        step = Metropolis(model.vars, h)
        trace = sample(3000, step, start)

        traceplot(trace)
        forestplot(trace)
        plot_posterior(trace)
        autocorrplot(trace)