Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
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Updated
Nov 24, 2023
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
Code accompanying our papers on the "Generative Distributional Control" framework
KFAS: R Package for Exponential Family State Space Models
Network inference by fusing data from diverse distributions
A Julia package for exponential family principal component analysis (EPCA).
barry: Your go-to motif accountant
A package to handle Exponential Family distributions
Implementation of Collective Matrix Completion by Mokhtar Z. Alaya and Olga Klopp https://arxiv.org/abs/1807.09010
Binomial distribution cumulative distribution function (CDF).
Coordinate Ascent Variational Inference for Dirichlet Process Mixtures of Gaussians
Laplace distribution quantile function.
Laplace distribution variance.
Laplace distribution logarithm of cumulative distribution function (CDF).
Binomial distribution quantile function.
Laplace distribution standard deviation.
Binomial distribution entropy.
Lévy distribution cumulative distribution function (CDF).
Laplace distribution median.
Weibull distribution quantile function.
Comprehensive notes and solved problem sets from Casella-Berger: Statistical Inference (Chapters 1-5), covering foundational concepts in probability and distribution theory. Topics include random variables, probability distributions, expectation, and limit theorems, essential for applications in machine learning, AI, and robotics.
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