log-likelihood topic
bads
Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB
PolyChordLite
Public version of PolyChord: See polychord.co.uk for PolyChordPro
LowLevelParticleFilters.jl
State estimation, smoothing and parameter estimation using Kalman and particle filters.
naive-bayes
A Python implementation of Naive Bayes from scratch.
logitr
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
Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB
pybads
PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python
surprisal
A unified interface for computing surprisal (log probabilities) from language models! Supports neural, symbolic, and black-box API models.
DiffAbXL
The official implementation of DiffAbXL benchmarked in the paper "Benchmarking Generative Models for Antibody Design".