William Davis's repositories
BlockBootstrap.jl
Statistical block bootstrap library for Julia
predictSDEreversal
Attempting to predict the time until a reversal geomagnetic reversals using machine learning techniques.
CIDER2022-tutorial-1
CIDER 2022: Tutorial 1: Overview and Setup
Knowledge-Graphs-for-Seismic-Data-and-Metadata
This repository contains code to support the paper "Knowledge Graphs for Seismic Data and Metadata" by William Davis and Cassandra R. Hunt.
SIO112-Derivatives
Guest lesson on "Derivatives for Scientific Computing"
ItoGaussPlot
A measure of the variability of linear trends in a time-series observation, as a function of windowing length
OnlineMoments.jl
Calculating conditional moments from streams
RationalAlgebra
Rational algebra operations for python
AutoStencilPy
Automatic finite difference stencil calculations
Colors.jl
Color manipulation utilities for Julia
Conditional-Moments-Tutorials
Julia based tutorials on SDE inference using conditional moments
cpp4python
Interactive e-book for Python to C++ transition
diptest
R CRAN package `diptest` : Hartigan's diptest for unimodality (including p-values)
Distributions.jl
A Julia package for probability distributions and associated functions.
ExponentialNoiseSDE.jl
Regression of stochastic processes with exponentially correleted noise. A Julia package designed to estimate the drift and noise functions of a stochastic differential equation from multiple data sources. The regression is flexable enough to account for white or exponentially correlated noise.
finite-difference-calculator
A calculator for finite difference stencils, built with Flask
gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
mConvShellTex
Mantle Convection Shell Texturing
ReadVTK.jl
Julia package for reading VTK XML files
SeismoTools
Small library for processing seismic data
simpeg
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
SIO230-Stochastic
Guest lesson on "Inversion Methods for Stochastic Differential Equations"
StrongNoiseSDE.jl
Extracting strong measurement noise from stochastic time series, from Lind et al. (2010)
UntrackChanges
Removes trackchanges from LaTeX
wordle-search
Calculating best starting words in Wordle
WriteVTK.jl
Julia package for writing VTK XML files