A fully connected layer. Parameters ---------- output_dim : int
(self, output_dim, parameters=None)
| 52 | |
| 53 | class Dense(Layer, ParamMixin): |
| 54 | def __init__(self, output_dim, parameters=None): |
| 55 | """A fully connected layer. |
| 56 | |
| 57 | Parameters |
| 58 | ---------- |
| 59 | output_dim : int |
| 60 | """ |
| 61 | self._params = parameters |
| 62 | self.output_dim = output_dim |
| 63 | self.last_input = None |
| 64 | |
| 65 | if parameters is None: |
| 66 | self._params = Parameters() |
| 67 | |
| 68 | def setup(self, x_shape): |
| 69 | self._params.setup_weights((x_shape[1], self.output_dim)) |