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Diffstat (limited to 'nerv/doc/nerv_layer.md')
| -rw-r--r-- | nerv/doc/nerv_layer.md | 13 |
1 files changed, 7 insertions, 6 deletions
diff --git a/nerv/doc/nerv_layer.md b/nerv/doc/nerv_layer.md index de2fb12..dd7c9bb 100644 --- a/nerv/doc/nerv_layer.md +++ b/nerv/doc/nerv_layer.md @@ -1,9 +1,9 @@ -#The Nerv Layer Package# +# The Nerv Layer Package Part of the [Nerv](../README.md) toolkit. -##Description## +## Description __nerv.Layer__ is the base class and most of its methods are abstract. -###Class hierarchy and their members### +### Class hierarchy and their members * __nerv.Layer__. * `table dim_in` It specifies the dimensions of the inputs. * `table dim_out` It specifies the dimensions of the outputs. @@ -20,7 +20,7 @@ __nerv.Layer__ is the base class and most of its methods are abstract. * `int total_frams` Records how many frames have passed. * `bool compressed` The reference distribution can be a one-hot format. This feature is enabled by `layer_conf.compressed`. -##Methods## +## Methods * __void Layer.\_\_init(Layer self, string id, table global_conf, table layer_conf)__ Abstract method. The constructing method should assign `id` to `self.id` and `global_conf` to `self.gconf`, `layer_conf.dim_in` to `self.dim_in`, `layer_conf.dim_out` to `self.dim_out`. `dim_in` and `dim_out` are a list specifies the dimensions of the inputs and outputs. Also, `layer_conf` will include the parameters, which should also be properly saved. @@ -43,7 +43,7 @@ Check whether `#self.dim_in == len_in` and `#self.dim_out == len_out`, if violat Abstract method. The layer should return a list containing its parameters. -####nerv.Layer.get\_dim(self)#### +#### nerv.Layer.get\_dim(self) * Returns: `dim_in`: __table__. `dim_out`: __table__. @@ -52,7 +52,7 @@ The layer should return a list containing its parameters. * Description: Returns `self.dim_in, self.dim_out`. -##Examples## +## Examples * a basic example using __Nerv__ layers to a linear classification. ``` @@ -178,3 +178,4 @@ for l = 0, 10, 1 do end --[[end training]]-- ``` + |