meese-wj/Cross-Validation-Example

Stars
1
Language
Jupyter Notebook
Created almost 3 years ago
Updated almost 3 years ago

meese-wj/Cross-Validation-Example

meese-wj

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

An example Notebook using the cross validation algorithm to fit smooth curves to noisy data

UncertainHistogramming.jl

A lightweight Julia package to plot a density function for a given set of values with known uncertainties.

TelegraphNoise.jl

Small Julia package for generating random telegraph signals.

OnlineLogBinning.jl

Julia package to determine effective number of uncorrelated data points in a correlated data stream via an O(log N) online binning algorithm.

REWL_Simulator

A general simulator for classical thermodynamical systems based on the replica-exchange Wang Landau Monte Carlo sampling algorithm.

MonteCarloMeasurementUncertainty.jl

A Julia package for measuring observables from a time series generated by Monte Carlo sampling methods.

RandomStrainDistributions.jl

A package for generating and testing random strains on a lattice as generated by dislocations in the elastic limit.

NMRMonteCarlo

ClassicalMonteCarloSimulator.jl

A Julian simulation of temperature-dependent classical statistical mechanics in the canonical ensemble.

Smooth-Data-Fits

Timers

Timer base class to be inherited in future simulations.

Data_Analysis

Library with numerical and statistical routines

Local-MFT-Heisenberg-Spins

Local MFT for classical Heisenberg spins with arbitrary interactions

Classical_Monte_Carlo_Engine

A general-purpose Monte Carlo simulation to measure statistical properties of a thermal ensemble.

Filesystem_Handler

A base class interface between the STL Filesystem and any future simulations.

Parameters2JSON.jl

Convenience wrapper for converting between parameter structs and JSON files in Julia.

JM4CP

Julian Methods for Computational Physics: Assorted Notes from a Self-Taught Julia Enthusiast