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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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.. image:: https://travis-ci.org/BIMSBbioinfo/janggu.svg?branch=master |
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:alt: Travis-CI Build Status |
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:target: https://travis-ci.org/BIMSBbioinfo/janggu |
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.. image:: https://codecov.io/github/BIMSBbioinfo/janggu/coverage.svg?branch=master |
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:alt: Coverage Status |
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:target: https://codecov.io/github/BIMSBbioinfo/janggu |
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.. image:: https://badge.fury.io/py/janggu.svg |
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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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:target: https://pypi.org/project/janggu/ |
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.. image:: https://pepy.tech/badge/janggu |
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:alt: Downloads |
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:target: https://pepy.tech/project/janggu |
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.. end-badges |
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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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:width: 50% |
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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 |