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Janggu - Deep learning for Genomics
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Janggu - Deep learning for Genomics
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.. start-badges
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.. image:: https://readthedocs.org/projects/janggu/badge/?style=flat
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    :target: https://janggu.readthedocs.io/en/latest
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    :alt: Documentation Status
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    :alt: Travis-CI Build Status
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    :alt: Coverage Status
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    :target: https://codecov.io/github/BIMSBbioinfo/janggu
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    :alt: PyPI Package latest release
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    :target: https://pypi.org/project/janggu
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.. image:: https://img.shields.io/pypi/l/janggu.svg?color=green
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    :alt: License
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    :target: https://pypi.org/project/janggu
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.. image:: https://img.shields.io/pypi/pyversions/janggu.svg
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    :alt: Supported Python Versions
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.. image:: jangguhex.png
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   :width: 40%
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   :alt: Janggu logo
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   :align: center
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Janggu is a python package that facilitates deep learning in the context of
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Janggu is a python package that facilitates deep learning in the context of
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genomics. The package is freely available under a GPL-3.0 license.
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genomics. The package is freely available under a GPL-3.0 license.
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.. image:: Janggu-visAbstract.png
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   :alt: Janggu visual abstract
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   :align: center
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In particular, the package allows for easy access to
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In particular, the package allows for easy access to
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typical **Genomics data formats**
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typical **Genomics data formats**
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and **out-of-the-box evaluation** (for keras models specifically) so that you can concentrate
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and **out-of-the-box evaluation** (for keras models specifically) so that you can concentrate
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on designing the neural network architecture for the purpose
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on designing the neural network architecture for the purpose
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| Kopp, W., Monti, R., Tamburrini, A., Ohler, U., Akalin, A. Deep learning for genomics using Janggu. Nat Commun 11, 3488 (2020). https://doi.org/10.1038/s41467-020-17155-y
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| Kopp, W., Monti, R., Tamburrini, A., Ohler, U., Akalin, A. Deep learning for genomics using Janggu. Nat Commun 11, 3488 (2020). https://doi.org/10.1038/s41467-020-17155-y