Latin hypercube sampler with sudoku constraint
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Updated
Apr 26, 2017 - Python
Latin hypercube sampler with sudoku constraint
Bilateral Blue Noise Sampling
Visualization of different distribution sampling methods.
Collection of Monte Carlo (MC) and Markov Chain Monte Carlo (MCMC) algorithms applied on simple examples.
Methods for generating directed simple graphs with a prescribed degree sequence
Sampling Algorithms for Two-Class Imbalanced Data Sets in R
This Shiny R application serves the purpose of visualizing and comparing various free-scale and random growing graphs. Application made as part of the TquanT 2018 seminar on quantitative thinking.
A method for sampling a balanced dataset from biased signals by leveraging statistical distributions derived from the data.
implement sampling methods
MATLAB based project on verification of sampling theorem
A Rigorous Sampling-Based Approach for Sequential Pattern Mining
Some methods to sampling data points from a given distribution.
Implementing inference methods for Latent Dirichlet Allocation model. This repo is for study purposes.
slice sampling with option to add constraints
A basic binary classification class that uses sampling techniques in order to deal with rare events (e.g. 10% or less).
AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)
This repository contains some of the works in probability and statistics I did recently.
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