My notes on Bayesian Inference and Probabilistic Programming.
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Updated
Nov 13, 2018 - Jupyter Notebook
My notes on Bayesian Inference and Probabilistic Programming.
This repository contains a Wordle solver implemented in R that utilizes Bayesian statistics to efficiently guess the correct word in the popular word puzzle game, Wordle. By leveraging the principles of Bayesian updating, this solver iteratively refines its guesses based on feedback from previous attempts.
Build classification models to predict whether the cancer type is Malignant or Benign
Projet ENSAE - Statistiques Bayésiennes - Antoine Grelety, Quentin Spalla, Zakarya Ali
A rewrite of "Bayesian Methods for Hackers" in Pyro and Gen.jl. Still holding-fast to the "computation/understanding-first, mathematics-second" teaching paradigm - just using "more modern" libraries.
Big box of things done in the Bayesian way
This analysis is based on the multivariate normal prior
Julia implementation of Ge et al's PRScs
Bayesian Estimation of Loss Aversion in Regime-Switching DSGE
Quantitative investigation of the so-called Alan Author Effect in Bayesian confirmation theory. Results for Simpson's Paradox are also provided.
An R package for Bayesian Marginal Structural Models
Create and american sign language recognizer with hidden markov models
Paper: Computer model calibration as a method for design
A computer challenge to test understanding of Bayesian updating.
kaggle competition(Topic : Home Credit Default Risk)
A general non-linear (extended) Kalman filter, optimised for readability, explicitness and correctness rather than speed
A variation of Pacman arcade game designed to train Pacman agents that use sensors to locate and eat invisible ghosts with phenomenal efficiency. Used Joint Particle Filter algorithm in AI to get 30% optimized results.
A package to create models using a bayesian approach.
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