Пример #1
0
	def __init__(self, d_size, iterations):
		np.set_printoptions(threshold=np.nan)
		# Set up file handler for file logging
		self.logger = dev_logger.logger(__name__ + "KSPhere")

		self.d_size = d_size
		self.iterations = iterations
		return None
Пример #2
0
	def __init__(self, size, patch_size, resolution):
		np.set_printoptions(threshold=np.nan)
		# Set up file handler for file logging
		self.logger = dev_logger.logger(__name__ + ".Patch")

		if 0 > resolution > (size / 2 - patch_size / 2):
			raise Error("Resolution must be a whole number greater than 0 but less (img_size / 2 - patch_size / 2).")
		self.size = size
		self.resolution = resolution
		self.patch_size = patch_size

		self.idx = [x for x in range(int((self.size / 2) - (self.patch_size / 2))) if x % self.resolution == 0]
		self.stride = len(self.idx)
Пример #3
0
	def __init__(self,
		input_shape,
		n_out,
		batch_size,
		preprocessor=None
		):
		self.layers = []
		self.params = []
		self.batch_size = batch_size
		self.input_shape = input_shape
		self.n_out = n_out
		self.output = None
		self.finalized = False
		self.preprocessor = preprocessor
		self.logger = dev_logger.logger(__name__ + ".NeuralNetwork")
Пример #4
0
    def __init__(self, size, patch_size, resolution):
        np.set_printoptions(threshold=np.nan)
        # Set up file handler for file logging
        self.logger = dev_logger.logger(__name__ + ".Patch")

        if 0 > resolution > (size / 2 - patch_size / 2):
            raise Error(
                "Resolution must be a whole number greater than 0 but less (img_size / 2 - patch_size / 2)."
            )
        self.size = size
        self.resolution = resolution
        self.patch_size = patch_size

        self.idx = [
            x for x in range(int((self.size / 2) - (self.patch_size / 2)))
            if x % self.resolution == 0
        ]
        self.stride = len(self.idx)
Пример #5
0
 def __init__(self):
     np.set_printoptions(threshold=np.nan)
     # Set up file handler for file logging
     self.logger = dev_logger.logger(__name__ + ".ZCA_Whitening")
Пример #6
0
	def __init__(self):
		np.set_printoptions(threshold=np.nan)
		# Set up file handler for file logging
		self.logger = dev_logger.logger(__name__ + ".ZCA_Whitening")