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[![Build Status](https: // travis - ci.org / biocore / DEICODE.svg?branch=master)](https: // travis - ci.org / biocore / DEICODE) | ||
[![Coverage Status](https: // coveralls.io / repos / github / biocore / DEICODE / badge.svg?branch=master)](https: // coveralls.io / github / biocore / DEICODE?branch=master) | ||
[![Build Status](https://travis-ci.org/biocore/DEICODE.svg?branch=master)](https://travis-ci.org/biocore/DEICODE) | ||
[![Coverage Status](https://coveralls.io/repos/github/biocore/DEICODE/badge.svg?branch=master)](https://coveralls.io/github/biocore/DEICODE?branch=master) | ||
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Deicode is a tool box for running Robust Aitchison PCA on sparse compositional omics datasets, linking specific features to beta - diversity ordination. | ||
DEICODE is a tool box for running Robust Aitchison PCA on sparse compositional omics datasets, linking specific features to beta-diversity ordination. | ||
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# Installation | ||
## Installation | ||
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To install the most up to date version of deicode, run the following command | ||
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# pip (only supported for Qiime >= 2018.8) | ||
pip install deicode | ||
# pip (only supported for Qiime >= 2018.8) | ||
pip install deicode | ||
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# conda (only supported for Qiime >= 2019.1) | ||
conda install - c conda - forge deicode | ||
# conda (only supported for Qiime >= 2019.1) | ||
conda install -c conda-forge deicode | ||
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**Note**: that deicode is not compatible with python 2, and is compatible with Python 3.4 or later. deicode is currently in alpha. We are actively developing it, and backward - incompatible interface changes may arise. | ||
**Note**: that deicode is not compatible with python 2, and is compatible with Python 3.4 or later. deicode is currently in alpha. We are actively developing it, and backward-incompatible interface changes may arise. | ||
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# Qiime2 tutorial | ||
## Qiime2 tutorial | ||
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**Note**: the official plugin docs and tutorial can be found[here](https: // library.qiime2.org / plugins / q2 - deicode). | ||
**Note**: the official plugin docs and tutorial can be found [here](https://library.qiime2.org/plugins/q2-deicode). | ||
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* [Sleep Apnea Biplots](https: // github.com / biocore / DEICODE / blob / master / ipynb / sleep_apnea / SleepApnea - qiime2 - tutorial.md) | ||
* [Sleep Apnea Biplots](https://github.com/biocore/DEICODE/blob/master/ipynb/sleep_apnea/SleepApnea-qiime2-tutorial.md) | ||
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# Other Resources | ||
## Other Resources | ||
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* [What is Robust Aitchison RPCA](https: // github.com / biocore / DEICODE / blob / master / ipynb / introduction.ipynb) | ||
* [What is Robust Aitchison RPCA](https://github.com/biocore/DEICODE/blob/master/ipynb/introduction.ipynb) | ||
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- The code for OptSpace was translated to python from a[MATLAB package](http: // swoh.web.engr.illinois.edu / software / optspace / code.html) maintained by Sewoong Oh(UIUC). | ||
- Transforms and PCoA: [Scikit - bio](http: // scikit - bio.org) | ||
- Data For Examples: [Qiita](https: // qiita.ucsd.edu /) | ||
- The code for OptSpace was translated to python from a [MATLAB package](http://swoh.web.engr.illinois.edu/software/optspace/code.html) maintained by Sewoong Oh (UIUC). | ||
- Transforms and PCoA : [Scikit-bio](http://scikit-bio.org) | ||
- Data For Examples : [Qiita](https://qiita.ucsd.edu/) | ||
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#### Simulation and Benchmarking | ||
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* [simulations](https: // github.com / biocore / DEICODE / tree / master / benchmarking / simulations) | ||
* [case studies](https: // github.com / biocore / DEICODE / tree / master / benchmarking / case_studies) | ||
* [simulations](https://github.com/biocore/DEICODE/tree/master/benchmarking/simulations) | ||
* [case studies](https://github.com/biocore/DEICODE/tree/master/benchmarking/case_studies) |
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