Python fmin_pass_expr_memo_ctrlの例

コード例 #1

ファイル: test_nips2011_dbn.py プロジェクト: shubhampachori12110095/hyperopt-nnet

def test_preproc_space():
    rectangles_eval_fn = partial(eval_fn, protocol_cls=RectanglesVectorXV)

    fmin_pass_expr_memo_ctrl(rectangles_eval_fn)

    trials = hyperopt.Trials()
    space = nips2011_dbn.preproc_space()

    hyperopt.fmin(
        rectangles_eval_fn,
        space=space,
        max_evals=10,
        algo=hyperopt.rand.suggest,
        trials=trials,
    )

コード例 #2

def test_nnet_rectangles():

    rectangles_eval_fn = partial(eval_fn, protocol_cls=RectanglesVectorXV)

    fmin_pass_expr_memo_ctrl(rectangles_eval_fn)

    trials = hyperopt.Trials()

    hyperopt.fmin(
        rectangles_eval_fn,
        space=nnet1_preproc_space(sup_min_epochs=20, sup_max_epochs=40),
        max_evals=10,
        algo=hyperopt.rand.suggest,
        trials=trials,
    )

コード例 #3

ファイル: test_nips2011.py プロジェクト: dhaneshr/hyperopt-nnet

def test_nnet_mrbi():

    rectangles_eval_fn = partial(eval_fn,
        protocol_cls=MNIST_RotatedBackgroundImages_VectorXV)

    fmin_pass_expr_memo_ctrl(rectangles_eval_fn)

    trials = hyperopt.Trials()

    hyperopt.fmin(
        rectangles_eval_fn,
        space=nnet1_preproc_space(sup_min_epochs=20, sup_max_epochs=40),
        max_evals=10,
        algo=hyperopt.rand.suggest,
        trials=trials,
        )

コード例 #4

ファイル: test_nips2011_dbn.py プロジェクト: dhaneshr/hyperopt-nnet

def test_preproc_space():
    rectangles_eval_fn = partial(eval_fn,
        protocol_cls=RectanglesVectorXV)

    fmin_pass_expr_memo_ctrl(rectangles_eval_fn)

    trials = hyperopt.Trials()
    space = nips2011_dbn.preproc_space()

    hyperopt.fmin(
        rectangles_eval_fn,
        space=space,
        max_evals=10,
        algo=hyperopt.rand.suggest,
        trials=trials,
        )