Content

greyhypotheses


An outline of a selection of items by GitHub Organization.

The GitHub OrganizationsOptional PagesComment
helminthiases Introductory Notes
Project Flow Diagram
This 2022 project investigates environmental risk factors of helminthiases prevalence. Helminthiases is a neglected, but prevalent, tropical disease.

All the repositories of the Helminthiases Organization are associated with the project. The flow diagram illustrates the project's data sources, and the relationships between the repositories.
briefings briefings.github.io Is focused on brief explorations, analysis, modelling, and features engineering. Examples:
premodelling This hub hosts a number of 2021/2022 Health Data Science Master repositories: public & private. Of probable interest:
plausibilities Is focused on Bayesian modelling explorations via PyMC3 and TensorFlow Probability. Additional explorations are conducted via Google Colab; the projects therein will be continuously set-up within plausibilities. Examples:
  • plausibilities/fundamentals
    Exploring PyMC3, and TensorFlow Probability, for Bayesian modelling & analysis; the TensorFlow Probability prototypes are currently Google Colab projects.
  • plausibilities/sars
    Forecasting amidst uncertainty in relation to SARS-CoV-2.
discourses Focused on deep neural networks via TensorFlow, for example, classification of dermatoscopic images (and focused on complementary processes, e.g., image augmentation).
vetiveria Modelling and analysis of toxic releases.
miscellane This consists of (a) collections of programs that have been, are, repeatedly used for a variety of data projects, and (b) reference notes & examples. For example:
  • Infrastructure
    Focused on (a) cloud services & platforms, e.g., infrastructure-as-code, data pipeline architecture, etc., and (b) programs that aid the use of Apache Hive, ScalikeJDBC, Apache Spark, Amazon S3, etc., via Scala
  • Tableau Web Data Connectors