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mlanghinrichs

mauricelanghinrichs

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7
MA
mauricelanghinrichs/ABCdeZ.jl

Approximate Bayesian Computation (ABC) with differential evolution (de) moves and model evidence (Z) estimates.

Julia171Updated 1 month ago
approximate-bayesian-computationbayesian-inferencejulialikelihood-freemarginal-likelihoodmodel-evidencemodel-selectionmonte-carlo-methodsparameter-estimationposterior-probabilitystatistical-inference
MA
mauricelanghinrichs/PolyloxPlots.jl

Plotting methods for Polylox / barcoding data.

Julia00Updated 4 months ago
MA
mauricelanghinrichs/polyloxpgen

Barcode purging and pgen (probability of generation) calculation for Polylox data. Python version of the original Matlab barcode pipeline.

Python02Updated 12 months ago
MA
mauricelanghinrichs/memocell

Bayesian inference of stochastic cellular processes with and without memory in Python.

Python11Updated 12 months ago
bayesian-inferencebiological-data-analysisbiological-modelingdynamical-systemsgillespie-algorithmmarkov-modelmaster-equationmodel-selectionnested-samplingparameter-estimationprobabilistic-modelspythonstatistical-inferencestochastic-modelsstochastic-processes
MA
mauricelanghinrichs/StatsInferenceTutorial

Tutorial for Statistical Inference with Julia.

HTML00Updated 2 years ago
bayesian-inferencedifferential-equationsjuliaperformanceprobabilistic-programmingstatistical-inferencestochastic-simulations
MA
mauricelanghinrichs/KissABC.jlFork

Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

Julia00Updated 3 years ago
MA
mauricelanghinrichs/SimpleBirthDeathProcess.jlFork

Simple (linear) birth and death process, also known as the Kendall process

Julia00Updated 4 years ago

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