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morganjwilliams/README.md

G'day 👋

I'm a Research Scientist in CSIRO Mineral Resources' Geoscience Analytics team. I work on leveraging large geochemical datasets with data science approaches and machine learning, and also on a range of projects around geospatial and spectral analytics. I principally work in Python, and wherever possible make what I'm doing open and as accessible as feasible. Feel free to get in touch with me about:

  • potential collaborative projects
  • getting started with or contributing to any of my current projects (see below)
  • ideas around making reproducible data analysis more accessible in the geosciences

Software Projects

I'm currently working on a few open source Python packages, largely targeted towards geochemists and spectral geology:

  • pyrolite

    Python for geochemistry

  • tsg-xr

    A tool for loading TSG datasets into Xarray data formats, and conversion to open indexable and cloud-native file formats.

I've also released a few other open source Python pacakges which are not under active development:

  • pyrolite-meltsutil

    A pyrolite extension for working with alphaMELTS and its outputs.

  • interferences

    Predicting isobaric interferences for geological mass spectrometry.

  • autopew

    2D coordinate transforms between analytical instrument stages and sample images.


Conference and Workshop Presentations

I've made most of my recent conference and workshop presentations related to open source work available here on GitHub, feel free to have a browse through:

DateConference/WorkshopPresentation
2024/11/18SGTSG pyrolite WorkshopUsing pyrolite for Geochemical Data Analytics: An Introduction
2024/07/23IM4NiS WorkshopPython for Indicator Mineral Chemistry
2022/11/06SGGMP pyrolite WorkshopUsing pyrolite for Geochemical Data Analytics: An Introduction
2021/07/07Goldschmidt (Online)pyrolite: An Open Source Toolbox for Geochemical Data Analysis and Visualisation
2021/03/19pyrolite Workshop - MQ Geochem Grouppyrolite Workshop - MQ Geochem Group
2021/02/22MinSoc AMG REE & Software Workshoppyrolite: Overview and Application to REE Data
2021/02/08AESC 2021 (Online)Geochemical Data Analysis Workflows with pyrolite
2020/12/16AGU 2020 Fall Meeting (Online)Reproducible Geochemical Data Analysis Workflows with pyrolite
2020/07/24CSIRO Mineral Resources 'Covideo'Modelling Parental Magma Candidates at Norilsk
2020/06/24Goldschmidt (Online)Digging Into Deep Time & Deep Cover
2020/06/25Goldschmidt (Online)Building Open Source Geochemical Research Tools in Python
2019/10/25Geochemical Methods for Nickel ExplorationLithogeochemical Data Analytics and Visualisation with Python
2019/09/02Australian Exploration Geoscience ConferenceMultivariate Geochemical Tectonic Discrimination - Practical Approaches, Limitations and Opportunities
2018/05/06C3DISExploratory Multivariate Analysis of Geochemical Datasets

Popular repositories Loading

  1. pyrolite pyrolitePublic

    A set of tools for getting the most from your geochemical data.

    Python 170 50

  2. exploratory-geochemistry exploratory-geochemistryPublic

    Exploratory Multivariate Analysis of Geochemical Datasets

    Jupyter Notebook 7 3

  3. pyrolite-meltsutil pyrolite-meltsutilPublic

    pyrolite extension for working with alphaMELTS and its outputs.

    Python 7 1

  4. autopew autopewPublic

    Automating sample targeting for geological microanalysis systems.

    Python 4 3

  5. 202102-minsoc-REE-workshop 202102-minsoc-REE-workshopPublic

    pyrolite content for the 2021-02-22 Mineralogical Society Applied Mineralogy Group workshop on REE and related software (https://www.minersoc.org/ree-software-workshop.html)

    Jupyter Notebook 3 1

  6. gas-templates gas-templatesPublic

    Python import and generation of IoGas™ plot templates.

    Python 2