All Projects → battlesnake → Neural

battlesnake / Neural

Licence: gpl-2.0
LATEX: TikZ package for drawing neural networks. Also available on CTAN at http://www.ctan.org/tex-archive/graphics/pgf/contrib/neuralnetwork

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NOTE CTAN isn't letting me update their copy of the package and I don't have time to waste chasing it.

** The CTAN version is *out of date. **

** The Github repository has the most up-to-date version. **

Title: Neural Network

Author: Mark K Cowan, [email protected]

Installation: The most up-to-date version of this package is available as a git repository: battlesnake/neural https://github.com/battlesnake/neural

This package is also available on CTAN as `neuralnetwork`:
	/graphics/pgf/contrib/neuralnetwork
	http://www.ctan.org/tex-archive/graphics/pgf/contrib/neuralnetwork

Description: LaTeX package for drawing graphs, particularly neural network diagrams.

% Diagram is created via the neuralnetwork environment
\begin{neuralnetwork} [nodespacing=10mm, layerspacing=25mm,
		maintitleheight=2.5em, layertitleheight=2.5em,
		height=5, toprow=false, nodesize=17pt, style={},
		title={}, titlestyle={}]
	% nodespacing = vertical spacing between nodes
	% layerspacing = horizontal spacing between layers
	% maintitleheight = space reserved for main title
	% layertitleheight = space reserved for layer titles
	% height = max nodes in any one layer [REQUIRED]
	% toprow = top row in node space reserved for bias nodes
	% nodesize = size of nodes
	% style = style for internal "tikzpicture" environment
	% titlestyle = style for main title

	% To customize the text within nodes, define a macro like:
	\newcommand{\mynodetext}[2] {
		% layer=#1, node=#2
	}
	% The assign it:
	\setdefaultnodetext{\mynodetext}

	% To draw a layer (advanced):
	\layer[title={}, titlestyle={}, count=5,
			nodeclass={hidden neuron}, biaspos=top
			top=false, exclude={}, widetitle=false,
			bias={}]
	% title = layer title
	% titlestyle = style for layer title
	% count = nodes in this layer (excl. bias node)
	% nodeclass = class of node: 
	%		"neuron", which is base class for:
	%		"input neuron"
	%		"output neuron"
	%		"hidden neuron"
	% biaspos = position of bias node:
	%		"top" - immediately above other nodes
	%		"top row" - at the top of the node space, in
	%			the area reserved by setting parameter
	%			"toprow = true" on the "neuralnetwork"
	%			environment
	%		"center" - center of layer
	%		"center left" - left of "center"
	%		"center right" - right of "center"
	%		"center left left" - left of "center left"
	%		"center right right" - right of "center right"
	% top = layer is vertically aligned to the top, not the middle
	% exclude = one-based indices of nodes to avoid drawing
	% widetitle = allocate extra horizontal space for layer title
	% bias = true to add a bias node, false otherwise [REQUIRED]

	% To draw a layer (simpler):
	% "\layer" is wrapped up into some simpler macros, which can
	% accept the same parameters as "\layer"
	\inputlayer[count=16]	% bias=true, nodeclass={input neuron}
	\hiddenlayer[count=12]	% bias=true, nodeclass={hidden neuron}
	\linklayers
	\hiddenlayer[count=12]	% bias=true, nodeclass={hidden neuron}
	\linklayers
	\outputlayer[count=3]	% bias=false, nodeclass={output neuron}
	\linklayers

	% "\linklayers" links every node in the previous layer to the
	% layer before it.

	% To customize the text on the links, define a macro like:
	\newcommand{\mylinktext}[4] {
		% from layer=#1, from node=#2
		% to layer=#3, to node=#4
	}
	% Then assign it:
	\setdefaultlinklabel{\mylinktext}

	% To link the nodes of the previous two layers together:
	\linklayers[title={}, style={}, not from={}, not to={}]
	% title = title to put above the links (i.e. between layers)
	% style = passed to "style" param of "\link"
	% not from = one-based indices of nodes to NOT link from
	% not to = one-based indices of nodes to NOT link to

	% To draw a link from one node to another:
	\link[style={}, labelpos=midway, from layer, from node,
			to layer, to node]
	% style = style for the link path
	% labelpos = TikZ position of the label node along the path:
			"midway", "near end", "very near start",
			"at start", "pos=0.35", etc
	% from layer = layer to link from [REQUIRED]
	% from node = node to link from [REQUIRED]
	% to layer = layer to link to [REQUIRED]
	% to node = node to link to [REQUIRED]

\end{neuralnetwork}
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