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

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

The official implementation of DiffAbXL benchmarked in the paper "Exploring Log-Likelihood Scores for Ranking Antibody Sequence Designs", formerly titled "Benchmarking Generative Models for Antibody Design".

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

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

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

A Python implementation of Naive Bayes from scratch.

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

A log likelihood process for optimal entry / exit / stopping.

This repository is a related to all about Natural Langauge Processing - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques (in Python)

Interface for mathematical/statistical densities in Julia

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB (old location)

Likelihood-Based Inference for Time Series Extremes

Inverse binomial sampling for efficient log-likelihood estimation of simulator models in Python

Inferring likelihood and mutation rate of an evolutionary tree through the Jukes-Cantor model and Felsenstein’s algorithm

Robot Localization using Hidden Markov Model

Some movies to teach statistical concepts

Library for fast computation of log-likelihoods and derivatives of multivariate prior distributions

Formulate likelihood problems and solve them with maximum likelihood estimation (MLE)

Implementing Logistic Regression for the Image Recognition task