Tools for creating and working with aggregate probability distributions.

Variance Gamma distribution (Python): pdf, cdf, rand and fit.

A tool-box for prior elicitation.

Code for fitting a negative binomial distribution in Python

Conditional Associative Logic Memory

A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control. The connection between different manifolds is fixed via an autoregressive structure.

Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning

My works for EE 511 - Simulation Methods For Stochastic Systems - Spring 2018 - Graduate Coursework at USC - Dr. Osonde A. Osoba

When dealing with any type of dataset it is important to create a probabilistic model of the data which would help to understand the dataset. The probabilistic model uses probability distribution which assists in explaining about dataset with the implementation of random processes. The main reason for this blog is that in recent years there has …

Python library for Design and Analysis of Experiments

Retrieving, Processing, and Visualizing Data with Python

Longtail transforms RV from the given empirical distribution to the standard normal distribution

Training a network to sample from any probability distributions such as exponential distribution.

A pure python implementation of the Landau distribution, easy to install and to use

Examples of generating random variables from the basic probability distributions

A short demonstration of GANs learning a probability distribution

A python implementation of the skewed student-t distribution

根据选项概率自动生成并填写问卷调查的脚本，单选题的概率可以根据均值与方差中模拟（shopkeeper的虹吸算法）

Analog and digital Communication - Information Theory - Message Probability & Entropy