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Replaced gulp with webpack
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cazala committed Jul 8, 2016
1 parent 5524e29 commit 25e1e15
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33 changes: 33 additions & 0 deletions .settings/launch.json
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{
"version": "0.1.0",
// List of configurations. Add new configurations or edit existing ones.
// ONLY "node" and "mono" are supported, change "type" to switch.
"configurations": [
{
// Name of configuration; appears in the launch configuration drop down menu.
"name": "gulpfile.js",
// Type of configuration. Possible values: "node", "mono".
"type": "node",
// Workspace relative or absolute path to the program.
"program": "gulpfile.js",
// Automatically stop program after launch.
"stopOnEntry": true,
// Command line arguments passed to the program.
"args": [],
// Workspace relative or absolute path to the working directory of the program being debugged. Default is the current workspace.
"cwd": ".",
// Workspace relative or absolute path to the runtime executable to be used. Default is the runtime executable on the PATH.
"runtimeExecutable": null,
// Environment variables passed to the program.
"env": { }
},
{
"name": "Attach",
"type": "node",
// TCP/IP address. Default is "localhost".
"address": "localhost",
// Port to attach to.
"port": 5858
}
]
}
34 changes: 29 additions & 5 deletions LICENSE
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The MIT License (MIT)

Copyright (c) 2014 Juan Cazala (juancazala.com)
Copyright (c) 2016 Juan Cazala - juancazala.com

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
Expand All @@ -9,14 +9,38 @@ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
The above copyright notice and this permission notice shall be included in
all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
THE SOFTWARE



********************************************************************************************
SYNAPTIC (v1.0.6)
********************************************************************************************

Synaptic is a javascript neural network library for node.js and the browser, its generalized
algorithm is architecture-free, so you can build and train basically any type of first order
or even second order neural network architectures.

http://en.wikipedia.org/wiki/Recurrent_neural_network#Second_Order_Recurrent_Neural_Network

The library includes a few built-in architectures like multilayer perceptrons, multilayer
long-short term memory networks (LSTM) or liquid state machines, and a trainer capable of
training any given network, and includes built-in training tasks/tests like solving an XOR,
passing a Distracted Sequence Recall test or an Embeded Reber Grammar test.

The algorithm implemented by this library has been taken from Derek D. Monner's paper:


A generalized LSTM-like training algorithm for second-order recurrent neural networks
http://www.overcomplete.net/papers/nn2012.pdf

There are references to the equations in that paper commented through the source code.
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