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-[Thermo Raw File on Mac and Linux](#thermo-raw-file-access)
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- Execution
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-[Jupyter Notebook and Docker containers](#docker-stack)
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-[Simple Example](#simple-script-example)
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-[Example for FT-ICR Data Processing](#simple-script-example)
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-[Python Examples](examples/scripts)
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-[Jupyter Notebook Examples](examples/notebooks)
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- Sibling Projects
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## Current Version
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`2.2.1`
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`3.0.0`
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***
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## Main Developers/Contact
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-[Yuri. E. Corilo](mailto:corilo@pnnl.gov)
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-[William Kew](mailto:william.kew@pnnl.gov)
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-[Katherine Heal](mailto:katherine.heal@pnnl.gov)
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***
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## Documentation
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API documentation can be found [here](https://emsl-computing.github.io/CoreMS/corems.html).
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Overview slides can be found [here](https://github.com/EMSL-Computing/CoreMS/blob/master/examples/CoreMS-Overview.pdf).
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***
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- Spectroswiss signal booster data-acquisition station (.hdf5)
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- MagLab ICR data-acquisition station (FT and magnitude mode) (.dat)
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- ANDI NetCDF for GC-MS (.cdf)
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- mzml for LC-MS (.mzml)
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- Generic mass list in profile and centroid mde (include all delimiters types and Excel formats)
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- CoreMS exported processed mass list files(excel, .csv, .txt, pandas dataframe as .pkl)
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- CoreMS self-containing Hierarchical Data Format (.hdf5)
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- Pandas Dataframe
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- Support for cloud Storage using s3path.S3path(see examples of usage here: [S3 Support](tests/s3_test.py))
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- Support for cloud Storage using s3path.S3path
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### Data output formats
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- Pandas data frame (can be saved using pickle, h5, etc)
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- Text Files (.csv, tab separated .txt, etc)
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- Microsoft Excel (xlsx)
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- Automatic JSON for metadata storage and reuse
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- Self-containing Hierarchical Data Format (.hdf5) including raw data and ime-series data-point for processed data-sets with all associated metadata stored as json attributes
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- Self-containing Hierarchical Data Format (.hdf5) including raw data and time-series data-point for processed data-sets with all associated metadata stored as json attributes
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### Data structure types
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- Mass Spectral Peak
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- Molecular Formula
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### In progress data structures
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- IMS-MS
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- LC-IMS-MS
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- Collections
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- Molecular Structure
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***
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## Available features
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- Prediction of mass error distribution
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- Calculated ICR Resolving Power based on magnetic field (B), and transient time(T)
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### LC-MS Signal Processing, Molecular Formula Search and Assignment, and Spectral Similarity Searches
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- Two dimensional (m/z and retention time) peak picking using persistent homology
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- Smoothing, cetroid detection, and integration of extracted ion chromatograms
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- Peak shape metric calculations including half peak height, tailing factor, and dispersity index
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- MS1 deconvolution of mass features
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- Idenfitication of <sup>13</sup>C isotopes within the mass features
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- Compatibility with molecular formula searching on MS1 or MS2 spectra
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- Spectral search capability using entropy similarity
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***
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## Installation
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***
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## Simple Script Example
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## Example for FT-ICR Data Processing
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More examples can be found under the directory examples/scripts, examples/notebooks
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If you use CoreMS in your work, please use the following citation:
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Version [2.2.1 Release on GitHub](https://github.com/EMSL-Computing/CoreMS/releases/tag/v2.2.1), archived on Zenodo:
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Version [3.0.0 Release on GitHub](https://github.com/EMSL-Computing/CoreMS/releases/tag/v3.0.0), archived on Zenodo:
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