Mercurial > repos > recetox > retip_descriptors
comparison macros.xml @ 8:29aaad80929f draft default tip
"planemo upload for repository https://github.com/RECETOX/galaxytools/tree/master/tools/retip commit 9bc547872c98a9c13c561d15e8990fe82bdc0e72"
| author | recetox |
|---|---|
| date | Fri, 28 Jan 2022 16:29:12 +0000 |
| parents | 63b2c4cfaa48 |
| children |
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| 7:70940eb0f6e7 | 8:29aaad80929f |
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| 1 <macros> | 1 <macros> |
| 2 <token name="@TOOL_VERSION@">0.5.4</token> | 2 <token name="@TOOL_VERSION@">0.5.4</token> |
| 3 | |
| 4 <xml name="creator"> | |
| 5 <creator> | |
| 6 <person | |
| 7 givenName="Muhammad" | |
| 8 familyName="Usman" | |
| 9 url="https://github.com/smartx-usman" | |
| 10 identifier="0000-0002-9598-0704" /> | |
| 11 <person | |
| 12 givenName="Aleš" | |
| 13 familyName="Křenek" | |
| 14 url="https://github.com/ljocha" | |
| 15 identifier="0000-0002-3395-3196" /> | |
| 16 <organization | |
| 17 url="https://www.recetox.muni.cz/" | |
| 18 email="GalaxyToolsDevelopmentandDeployment@space.muni.cz" | |
| 19 name="RECETOX MUNI" /> | |
| 20 </creator> | |
| 21 </xml> | |
| 22 | |
| 3 <xml name="requirements"> | 23 <xml name="requirements"> |
| 4 <requirements> | 24 <requirements> |
| 5 <container type="docker">recetox/retip:@TOOL_VERSION@-recetox4</container> | 25 <container type="docker">recetox/retip:@TOOL_VERSION@-recetox4</container> |
| 6 </requirements> | 26 </requirements> |
| 7 </xml> | 27 </xml> |
| 9 <citations> | 29 <citations> |
| 10 <citation type="doi">https://doi.org/10.1021/acs.analchem.9b05765</citation> | 30 <citation type="doi">https://doi.org/10.1021/acs.analchem.9b05765</citation> |
| 11 </citations> | 31 </citations> |
| 12 </xml> | 32 </xml> |
| 13 <token name="@HELP@"><![CDATA[ | 33 <token name="@HELP@"><![CDATA[ |
| 14 **Retip** is an R package for predicting Retention Time (RT) for small molecules in a high pressure liquid | 34 **Retip** is an R package for predicting Retention Time (RT) for small molecules in a high pressure liquid |
| 15 chromatography (HPLC) Mass Spectrometry analysis. Retention time calculation can be useful in identifying | 35 chromatography (HPLC) Mass Spectrometry analysis. Retention time calculation can be useful in identifying |
| 16 unknowns and removing false positive annotations. It uses five different machine learning algorithms to built a | 36 unknowns and removing false positive annotations. It uses five different machine learning algorithms to built a |
| 17 stable, accurate and fast RT prediction model: | 37 stable, accurate and fast RT prediction model: |
| 18 | 38 |
| 19 - Random Forest: a decision tree algorithms | 39 - Random Forest: a decision tree algorithms |
| 20 - BRNN: Bayesian Regularized Neural Network | 40 - BRNN: Bayesian Regularized Neural Network |
| 21 - XGBoost: an extreme Gradient Boosting for tree algorithms | 41 - XGBoost: an extreme Gradient Boosting for tree algorithms |
| 22 - lightGBM: a gradient boosting framework that uses tree based learning algorithms. | 42 - lightGBM: a gradient boosting framework that uses tree based learning algorithms. |
| 23 - Keras: a high-level neural networks API for Tensorflow | 43 - Keras: a high-level neural networks API for Tensorflow |
| 24 | 44 |
| 25 Retip also includes useful biochemical databases like: BMDB, ChEBI, DrugBank, ECMDB, FooDB, HMDB, KNApSAcK, | 45 Retip also includes useful biochemical databases like: BMDB, ChEBI, DrugBank, ECMDB, FooDB, HMDB, KNApSAcK, |
| 26 PlantCyc, SMPDB, T3DB, UNPD, YMDB and STOFF. | 46 PlantCyc, SMPDB, T3DB, UNPD, YMDB and STOFF. |
| 27 | 47 |
| 28 **Get started** | 48 **Get started** |
| 29 | 49 |
| 30 To use Retip, a user needs to prepare a compound retention time library. The input file | 50 To use Retip, a user needs to prepare a compound retention time library. The input file |
| 31 needs compound Name, InChiKey, SMILES code and experimental retention time information for each compound. | 51 needs compound Name, InChiKey, SMILES code and experimental retention time information for each compound. |
| 32 The input must be a CSV file. Retip will use this input file to build a the model and will predict | 52 The input must be a CSV file. Retip will use this input file to build a the model and will predict |
| 33 retention times for other biochemical databases or an input query list of compounds. It is suggested that | 53 retention times for other biochemical databases or an input query list of compounds. It is suggested that |
| 34 the file has at least 300 compounds to build a good retention time prediction model. | 54 the file has at least 300 compounds to build a good retention time prediction model. |
| 35 ]]> | 55 ]]> |
| 36 </token> | 56 </token> |
| 37 </macros> | 57 </macros> |
