Maximum Likelihood estimation and Simulation for Stochastic Differential Equations (Diffusions)

• UpdatedAug 6, 2025
• Python

Probability Models, Detection, and ML + MMSE estimation

• UpdatedMay 27, 2020
• MATLAB

UW course projects

• UpdatedJan 24, 2020
• R

Code for reproducing the MLE examples in the manuscript “A Cornucopia of Maximum Likelihood Algorithms“ by Lange, Li, and Zhou

• UpdatedMay 13, 2025
• Jupyter Notebook

Maximum likelihood fits for low photon count data - For active develeopment visit gitlab.peulen.xyz

• UpdatedFeb 12, 2024
• C++

• UpdatedMay 18, 2021
• Python

介绍和举例（正态分布、泊松分布、伽马分布）展示了极大似然估计。This paper introduces and gives examples (normal distribution, Poisson distribution, gamma distribution) to show the MLE.

• UpdatedJun 20, 2020
• Jupyter Notebook

Aspects of numerical analysis in the field of data science (matrix inversion, splines, function optimization, bayesian statistics, MCMC, etc)

• UpdatedSep 1, 2018
• Jupyter Notebook

L-Moments, Censored L-Moments, Trimmed L-Moments, L-Comoments, and Many Distributions

• UpdatedSep 23, 2025
• R

MLE estimation, Linear Regression, Linear Bayesian Regression, Naive Bayes

• UpdatedMay 3, 2017
• Python

Statistical estimation of optimal solutions for combinatorial optimization problems

• UpdatedFeb 15, 2020
• Jupyter Notebook

Machine Learning for Data 3141 Reichman University Spring 2022 - 6 Homework Projects

• UpdatedNov 8, 2022
• Jupyter Notebook

For master’s students in mathematical economics, focusing on econometric methods and applications.

• UpdatedDec 31, 2024
• Jupyter Notebook

Java based implementation of an MLE method using chi square test to calculate interference during meiotic crossover (the number of double strand dna breaks that don't result in a crossover)

• UpdatedOct 19, 2021
• Java

Implementation of unigram/bigram language models, noisy channel and pointwise mutual information for natural language processing.

• UpdatedNov 20, 2019
• Python

A natural time analysis of the Earthquake Cycles in Taiwan by evaluating EPS scores using R and Python.

• UpdatedApr 30, 2021
• Jupyter Notebook

This is a repository with the assignments of IE675b Machine Learning course at University of Mannheim.

• UpdatedDec 9, 2024
• Jupyter Notebook

A calculator that detect and estimat the heritability for discreet characters in species with known phylogeny using Markov chain Monte Carlo technique and filtering results by MLE (maximum likelihood estimation).

• UpdatedFeb 9, 2019
• JavaScript

This is a set of Python Codes related to a basic data science Probability Course at a masters level.

• UpdatedJul 2, 2025

Classification task of body positions of skeletal body movements recorded from a Kinect device (Kinect Gesture Dataset). A Bayesian approach is employed using a Linear Gaussian Model and Maximum Likelihood Estimation, assuming dependencies between skeleton joints.

• UpdatedAug 7, 2021
• Jupyter Notebook