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VKdennis committed Jan 31, 2020
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2 changes: 2 additions & 0 deletions README.md
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Expand Up @@ -13,7 +13,9 @@ pyrenn is a [recurrent neural network](https://en.wikipedia.org/wiki/Recurrent_n
* [Real-Time Recurrent Learning (RTRL) algorithm](http://www.mitpressjournals.org/doi/abs/10.1162/neco.1989.1.2.270#.VpDullJ1F3Q) and [Backpropagation Through Time (BPTT) algorithm](https://en.wikipedia.org/wiki/Backpropagation_through_time) are implemented and can be used to implement further training algorithms
* It comes with various examples which show how to create, train and use the neural network

## Articles

* [Pyrenn Levenberg-Marquardt (LM) Neural Network Training Algorithm as an Alternative to Matlab's LM Training Algorithm](https://mikescodeprojects.com/2020/01/12/pyrenn-vs-matlab/)

## Installation

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7 changes: 6 additions & 1 deletion doc/index.rst
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Expand Up @@ -47,6 +47,11 @@ Features
* `Real-Time Recurrent Learning (RTRL) algorithm`_ and `Backpropagation Through Time (BPTT) algorithm`_ are implemented and can be used to implement further training algorithms
* It comes with various examples which show how to create, train and use the neural network

Articles
--------

* `Pyrenn Levenberg-Marquardt (LM) Neural Network Training Algorithm as an Alternative to Matlab's LM Training Algorithm<https://mikescodeprojects.com/2020/01/12/pyrenn-vs-matlab>`_


Get Started
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.. _Real-Time Recurrent Learning (RTRL) algorithm: http://www.mitpressjournals.org/doi/abs/10.1162/neco.1989.1.2.270#.VpDullJ1F3Q
.. _Backpropagation Through Time (BPTT) algorithm: https://en.wikipedia.org/wiki/Backpropagation_through_time
.. _download: https://github.com/yabata/pyrenn/archive/master.zip
.. _git: http://git-scm.com/
.. _git: http://git-scm.com/

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