Python uniformの例

コード例 #1

ファイル: test_vectorize.py プロジェクト: richlewis42/hyperopt

def config0():
    p0 = scope.uniform(0, 1)
    p1 = scope.uniform(2, 3)
    p2 = scope.one_of(-1, p0)
    p3 = scope.one_of(-2, p1)
    p4 = 1
    p5 = [3, 4, p0]
    p6 = scope.one_of(-3, p1)
    d = locals()
    d['p1'] = None # -- don't sample p1 all the time, only if p3 says so
    s = as_apply(d)
    return s

コード例 #2

ファイル: test_vectorize.py プロジェクト: goller/hyperopt

def config0():
    p0 = scope.uniform(0, 1)
    p1 = scope.uniform(2, 3)
    p2 = scope.one_of(-1, p0)
    p3 = scope.one_of(-2, p1)
    p4 = 1
    p5 = [3, 4, p0]
    p6 = scope.one_of(-3, p1)
    d = locals()
    d['p1'] = None  # -- don't sample p1 all the time, only if p3 says so
    s = as_apply(d)
    return s

コード例 #3

ファイル: test_stochastic.py プロジェクト: GRSEB9S/optunity-benchmark

def test_repeatable():
    u = scope.uniform(0, 1)
    aa = as_apply(
        dict(u=u, n=scope.normal(5, 0.1), l=[0, 1, scope.one_of(2, 3), u]))
    dd1 = sample(aa, np.random.RandomState(3))
    dd2 = sample(aa, np.random.RandomState(3))
    dd3 = sample(aa, np.random.RandomState(4))
    assert dd1 == dd2
    assert dd1 != dd3

コード例 #4

ファイル: test_stochastic.py プロジェクト: 10sun/hyperopt

def test_repeatable():
    u = scope.uniform(0, 1)
    aa = as_apply(dict(
                u = u,
                n = scope.normal(5, 0.1),
                l = [0, 1, scope.one_of(2, 3), u]))
    dd1 = sample(aa, np.random.RandomState(3))
    dd2 = sample(aa, np.random.RandomState(3))
    dd3 = sample(aa, np.random.RandomState(4))
    assert dd1 == dd2
    assert dd1 != dd3

コード例 #5

ファイル: test_stochastic.py プロジェクト: GRSEB9S/optunity-benchmark

def test_sample():
    u = scope.uniform(0, 1)
    aa = as_apply(
        dict(u=u, n=scope.normal(5, 0.1), l=[0, 1, scope.one_of(2, 3), u]))
    print aa
    dd = sample(aa, np.random.RandomState(3))
    assert 0 < dd['u'] < 1
    assert 4 < dd['n'] < 6
    assert dd['u'] == dd['l'][3]
    assert dd['l'][:2] == (0, 1)
    assert dd['l'][2] in (2, 3)

コード例 #6

ファイル: test_stochastic.py プロジェクト: vishalbelsare/hyperopt

def test_sample():
    u = scope.uniform(0, 1)
    aa = as_apply(
        dict(u=u, n=scope.normal(5, 0.1), l=[0, 1, scope.one_of(2, 3), u]))
    print(aa)
    dd = sample(aa, np.random.default_rng(3))
    assert 0 < dd["u"] < 1
    assert 4 < dd["n"] < 6
    assert dd["u"] == dd["l"][3]
    assert dd["l"][:2] == (0, 1)
    assert dd["l"][2] in (2, 3)

コード例 #7

ファイル: test_stochastic.py プロジェクト: 10sun/hyperopt

def test_sample():
    u = scope.uniform(0, 1)
    aa = as_apply(dict(
                u = u,
                n = scope.normal(5, 0.1),
                l = [0, 1, scope.one_of(2, 3), u]))
    print aa
    dd = sample(aa, np.random.RandomState(3))
    assert 0 < dd['u'] < 1
    assert 4 < dd['n'] < 6
    assert dd['u'] == dd['l'][3]
    assert dd['l'][:2] == (0, 1)
    assert dd['l'][2] in (2, 3)