darrenjw/fp-ssc-course

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Updated 5 months ago

darrenjw/fp-ssc-course

darrenjw

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An introduction to functional programming for scalable statistical computing

scala-course

Scala for Statistical Computing and Data Science Short Course

logreg

Bayesian inference for a logistic regression model in various languages

blog

Code samples associated with my blog posts

smfsb

Documentation, models and code relating to the 3rd edition of the textbook Stochastic Modelling for Systems Biology

scala-glm

Scala library for fitting linear and generalised linear statistical models

djwhacks

Test repo for sharing code snippets and learning about git

scala-smfsb

Scala library for biochemical network simulation, associated with the 3rd edition of the textbook Stochastic Modelling for Systems Biology

statslang-scala

LaTeX slides and scala code for the 2014 RSS Statistical Computing Section Meeting on languages for statistical computing

fps-course

Category theory for pure functional programming in Scala - materials for course participants

scala-view

Small Scala library for viewing a Stream of ScalaFX Images (or Swing/AWT BufferedImages) in a window on-screen

isba2021

Material relating to my ISBA 2021 presentation

metagenomics

Materials for my taxa abundance/metagenomics hands-on training session

unbiased-mcmc

Unbiased MCMC with couplings

stats-dce-workshop

Materials for a workshop on statistical methods using R, for geotechnical engineers

dsmts

Discrete stochastic models test suite

sbml-sh

SBML-shorthand - a concise notation for Systems Biology models targeting SBML

code-examples

Some simple coding examples

BWK

Code from Boys, Wilkinson and Kirkwood (2008)

python-smfsb

Python library for the book, Stochastic modelling for systems biology, third edition

FPNEM-2020-05

Materials for the (online) May 2020 FP North East Meetup

FPNEM-2016-04

Repo for FP North East meetup, April 2016

sv

C Library for Bayesian MCMC fitting of (factor) stochastic volatility models

FPNEM-2017-03

FP North East meetup: Hands-on introduction to Apache Spark

breeze.g8

SBT Template for Scala + Breeze

talks

Supporting information for talks

monte-scala

Tools for the development of Monte Carlo algorithms in Scala

scala-course-exsol

Sketch solutions for my Scala course end-of-chapter exercises