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Add motif tables
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cangermueller committed Feb 16, 2017
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11 changes: 7 additions & 4 deletions README.rst
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DeepCpG: Deep neural networks for predicting single-cell DNA methylation
========================================================================

|License| |PyPI| |Version| |Tweet|
|Version| |License| |PyPI| |Docs| |Tweet|

.. |Version| image:: https://img.shields.io/badge/python-3.5%2B-green.svg
:target: https://www.python.org/

.. |License| image:: https://img.shields.io/github/license/mashape/apistatus.svg
:target: https://github.com/cangermueller/deepcpg/tree/master/LICENSE

.. |PyPI| image:: https://img.shields.io/pypi/v/nine.svg?style=plastic
:target: https://pypi.python.org/pypi/deepcpg/1.0.0
:target: https://pypi.python.org/pypi/deepcpg/1.0.1

.. |Version| image:: http://aigamedev.github.io/scikit-neuralnetwork/badge_python.svg
:target: https://www.python.org/
.. |Docs| image:: https://img.shields.io/badge/docs-up--to--date-green.svg
:target: http://deepcpg.readthedocs.io

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:target: https://twitter.com/intent/tweet?text=Checkout+%23DeepCpG%3A+%23DeepLearning+for+predicting+DNA+methylation%2C+%40cangermueller
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6 changes: 5 additions & 1 deletion docs/models.md
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Models trained on 12 2i mouse embryonic stem cells (mESCs)

* [DNA module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/51b5b3df82e5431a37794640647baafd)
* [Motifs](./models/motifs/Smallwood2014_2i.html)
* [CpG module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/f89b2e8344012d73e95504da06bcf378)
* [Joint module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/7c8fbb955d620d994f391630ef0b909c)



## Hou et al. (2014)
## Hou et al. (2016)

* [Hou et al. (2016)](http://www.nature.com/cr/journal/v26/n3/full/cr201623a.html)
* Protocol: scRRBS-Seq
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Models trained on 25 human hepatocellular carcinoma cells (HCCs).

* [DNA module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/260e4c19cef65fd36f7e7e3d7edd2c15)
* [Motifs](./models/motifs/Hou2016_hcc.html)
* [CpG module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/78730fac7c4bd2c3a43b7cf9ef99f547)
* [Joint module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/f58d95caa1c6dfb4d5d796af855292ae)

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Models trained on 6 human heptoplastoma-derived (HepG2) cells.

* [DNA module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/e5ffbf52cef081c9bf58e09ba873fd95)
* [Motifs](./models/motifs/Hou2016_hep.html)
* [CpG module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/0e463dc20d82f50d8b1fe45e3c3c1cec)
* [Joint module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/e84cc69d34789f05e3a1a1c9f142c737)

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Models trained on 6 mouse embryonic stem cells (mESCs).

* [DNA module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/e5ffbf52cef081c9bf58e09ba873fd95)
* [Motifs](./models/motifs/Hou2016_mesc.html)
* [CpG module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/0e463dc20d82f50d8b1fe45e3c3c1cec)
* [Joint module](http://www.ebi.ac.uk/~angermue/deepcpg/alias/e84cc69d34789f05e3a1a1c9f142c737)
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