Python list_models 예제들

예제 #1

파일: __main__.py 프로젝트: akkinenirajesh/distributions

def model_apis():
    '''
    List api of each model.
    '''
    for spec in list_models():
        Model = import_model(spec).Model
        attrs = sorted(attr for attr in dir(Model) if not attr.startswith('_'))
        types = []
        methods = []
        constants = []
        for attr in attrs:
            var = getattr(Model, attr)
            if isinstance(var, type):
                types.append(attr)
            elif hasattr(var, '__call__'):
                methods.append(attr)
            else:
                constants.append(attr)
        print 'distributions.{}.models.{}.{}:'.format(
            spec['flavor'],
            spec['name'],
            Model.__name__)
        print '  types:\n    {}'.format('\n    '.join(types))
        print '  methods:\n    {}'.format('\n    '.join(methods))
        print '  constants:\n    {}'.format('\n    '.join(constants))

예제 #2

파일: __main__.py 프로젝트: akkinenirajesh/distributions

def models_by_flavor():
    '''
    List models implemented of each flavor.
    '''
    flavors = defaultdict(lambda: [])
    for spec in list_models():
        flavors[spec['flavor']].append(spec['name'])
    for flavor in sorted(flavors):
        print 'flavor {}: {}'.format(flavor, ' '.join(sorted(flavors[flavor])))

예제 #3

파일: __main__.py 프로젝트: akkinenirajesh/distributions

def flavors_by_model():
    '''
    List flavors implemented of each model.
    '''
    models = defaultdict(lambda: [])
    for spec in list_models():
        models[spec['name']].append(spec['flavor'])
    for model in sorted(models):
        print 'model {}: {}'.format(model, ' '.join(sorted(models[model])))

예제 #4

파일: __main__.py 프로젝트: zbxzc35/distributions

def models_by_flavor():
    '''
    List models implemented of each flavor.
    '''
    flavors = defaultdict(lambda: [])
    for spec in list_models():
        flavors[spec['flavor']].append(spec['name'])
    for flavor in sorted(flavors):
        print 'flavor {}: {}'.format(flavor, ' '.join(sorted(flavors[flavor])))

예제 #5

파일: __main__.py 프로젝트: zbxzc35/distributions

def flavors_by_model():
    '''
    List flavors implemented of each model.
    '''
    models = defaultdict(lambda: [])
    for spec in list_models():
        models[spec['name']].append(spec['flavor'])
    for model in sorted(models):
        print 'model {}: {}'.format(model, ' '.join(sorted(models[model])))

예제 #6

파일: __main__.py 프로젝트: zbxzc35/distributions

def model_apis():
    '''
    List api of each model.
    '''
    for spec in list_models():
        Model = import_model(spec).Model
        attrs = sorted(attr for attr in dir(Model) if not attr.startswith('_'))
        types = []
        methods = []
        constants = []
        for attr in attrs:
            var = getattr(Model, attr)
            if isinstance(var, type):
                types.append(attr)
            elif hasattr(var, '__call__'):
                methods.append(attr)
            else:
                constants.append(attr)
        print 'distributions.{}.models.{}.{}:'.format(spec['flavor'],
                                                      spec['name'],
                                                      Model.__name__)
        print '  types:\n    {}'.format('\n    '.join(types))
        print '  methods:\n    {}'.format('\n    '.join(methods))
        print '  constants:\n    {}'.format('\n    '.join(constants))

예제 #7

파일: test_models.py 프로젝트: dlovell/distributions

    seed_all,
)

try:
    import distributions.io.schema_pb2
    has_protobuf = True
except ImportError:
    has_protobuf = False

DATA_COUNT = 20
SAMPLE_COUNT = 1000
MIN_GOODNESS_OF_FIT = 1e-3

MODULES = {
    '{flavor}.models.{name}'.format(**spec): import_model(spec)
    for spec in list_models()
}

IS_FAST = {'dbg': False, 'hp': True, 'lp': True}


def model_is_fast(model):
    flavor = model.__name__.split('.')[1]
    return IS_FAST[flavor]


def iter_examples(module):
    assert_hasattr(module, 'EXAMPLES')
    EXAMPLES = module.EXAMPLES
    assert_is_instance(EXAMPLES, list)
    assert_true(EXAMPLES, 'no examples provided')

예제 #8

파일: test_models.py 프로젝트: DataMining4Science/distributions

    seed_all,
)

try:
    import distributions.io.schema_pb2
    has_protobuf = True
except ImportError:
    has_protobuf = False

DATA_COUNT = 20
SAMPLE_COUNT = 1000
MIN_GOODNESS_OF_FIT = 1e-3

MODULES = {
    '{flavor}.models.{name}'.format(**spec): import_model(spec)
    for spec in list_models()
}

IS_FAST = {'dbg': False, 'hp': True, 'lp': True}


def model_is_fast(model):
    flavor = model.__name__.split('.')[1]
    return IS_FAST[flavor]


def iter_examples(module):
    assert_hasattr(module, 'EXAMPLES')
    EXAMPLES = module.EXAMPLES
    assert_is_instance(EXAMPLES, list)
    assert_true(EXAMPLES, 'no examples provided')