log-likelihood topic

List log-likelihood repositories

bads

237
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37
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Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

PolyChordLite

81
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26
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Public version of PolyChord: See polychord.co.uk for PolyChordPro

LowLevelParticleFilters.jl

112
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15
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State estimation, smoothing and parameter estimation using Kalman and particle filters.

naive-bayes

36
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27
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A Python implementation of Naive Bayes from scratch.

logitr

42
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15
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Fast estimation of multinomial (MNL) and mixed logit (MXL) models in R with "Preference" space or "Willingness-to-pay" (WTP) space utility parameterizations in R

ibs

30
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2
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Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB

pybads

59
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2
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PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python

surprisal

32
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6
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A unified interface for computing surprisal (log probabilities) from language models! Supports neural, symbolic, and black-box API models.

DiffAbXL

17
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1
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The official implementation of DiffAbXL benchmarked in the paper "Benchmarking Generative Models for Antibody Design".