exponential-family

There are 1 repository under exponential-family topic.

yataobian / awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
energy energy-based-model energy-based-learning machine-learning exponential-family energy-based-machine-learning energy-based-deep-learning energy-based-graph-learning deep-learning score-matching contrastive-divergence noise-contrastive-estimation stein-discrepancy score-based score-based-models score-based-generative-models
342
naver / gdc
Code accompanying our papers on the "Generative Distributional Control" framework
language-model machine-learning ai nlp nlg gpt-2 gpt3 fairness-ml controlled-nlg exponential-family information-geometry reinforcement-learning
Language:Python 118
helske / KFAS
KFAS: R Package for Exponential Family State Space Models
r fortran time-series state-space exponential-family gaussian-models dynamic-linear-model
Language:R 68
mims-harvard / fusenet
Network inference by fusing data from diverse distributions
graphical-models exponential-family heterogeneous-network network-inference diverse-distributions fusing-data
Language:Python 14
sisl / ExpFamilyPCA.jl
A Julia package for exponential family principal component analysis (EPCA).
compression compression-algorithm denoising dimensionality-reduction epca exponential-family interpretability julia machine-learning pca principal-component-analysis reinforcement-learning signal-processing
Language:Julia 10
USCbiostats / barry
barry: Your go-to motif accountant
ergm enumeration counting-statistics graph change-statistics exponential-family motif
Language:C++ 8
lipovec-t / vi-gaussian-dpm
Coordinate Ascent Variational Inference for Dirichlet Process Mixtures of Gaussians
bayesian-inference bayesian-nonparametrics clustering dirichlet-process-mixtures exponential-family gaussian-mixture-models probabilistic-machine-learning statistical-signal-processing variational-inference
Language:Python 5
tlienart / ExpFamily.jl
A package to handle Exponential Family distributions
statistics exponential-family
Language:Julia 5
mzalaya / collectivemc
Implementation of Collective Matrix Completion by Mokhtar Z. Alaya and Olga Klopp https://arxiv.org/abs/1807.09010
matrix-completion exponential-family low-rank-approximation svd-factorization proximal-algorithms
Language:Jupyter Notebook 4
stdlib-js / stats-base-dists-binomial-cdf
Binomial distribution cumulative distribution function (CDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability prob cdf cumulative distribution-function successes independent-trials discrete bernoulli exponential-family binomial
Language:JavaScript 4
Probability-and-Distribution-Theory
SaiSampathKedari / Probability-and-Distribution-Theory
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.
central-limit-theorem law-of-large-numbers measure-theoretic-probability probability statistics exponential-family mathematics probablity-distribution casella-berger
3
stdlib-js / stats-base-dists-laplace-quantile
Laplace distribution quantile function.
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf inverse exponential-family double-exponential continuous location-scale laplace univariate
Language:JavaScript 3
stdlib-js / stats-base-dists-laplace-variance
Laplace distribution variance.
nodejs javascript stdlib node node-js statistics stats distribution dist continuous variance spread dispersion laplace double-exponential location-scale exponential-family univariate
Language:Python 3
stdlib-js / stats-base-dists-binomial-entropy
Binomial distribution entropy.
nodejs javascript stdlib node node-js statistics stats distribution dist successes independent-trials discrete bernoulli exponential-family binomial binom entropy shannon differential information
Language:Python 2
stdlib-js / stats-base-dists-binomial-mgf
Binomial distribution moment-generating function (MGF).
nodejs javascript stdlib node node-js statistics stats distribution dist mgf generating-functions moments moment generating successes independent-trials discrete bernoulli exponential-family binomial
Language:JavaScript 2
stdlib-js / stats-base-dists-binomial-quantile
Binomial distribution quantile function.
nodejs javascript stdlib node node-js statistics stats distribution dist probability prob cdf inverse quantile successes independent-trials discrete bernoulli exponential-family binomial
Language:JavaScript 2
stdlib-js / stats-base-dists-laplace-cdf
Laplace distribution cumulative distribution function (CDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf cumulative-distribution distribution-function double-exponential location-scale exponential-family laplace univariate continuous
Language:Python 2
stdlib-js / stats-base-dists-laplace-entropy
Laplace distribution differential entropy.
nodejs javascript stdlib node node-js statistics stats distribution dist continuous entropy information shannon nats laplace double-exponential location-scale exponential-family univariate
Language:Python 2
stdlib-js / stats-base-dists-laplace-logcdf
Laplace distribution logarithm of cumulative distribution function (CDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf cumulative-distribution distribution-function double-exponential location-scale exponential-family logarithm log laplace univariate
Language:JavaScript 2
stdlib-js / stats-base-dists-laplace-logpdf
Laplace distribution logarithm of probability density function (PDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability pdf continuous location-scale exponential-family log logarithm laplace double-exponential univariate
Language:JavaScript 2
stdlib-js / stats-base-dists-laplace-median
Laplace distribution median.
nodejs javascript stdlib node node-js statistics stats distribution dist continuous median location center percentile laplace double-exponential location-scale exponential-family univariate
Language:Python 2
stdlib-js / stats-base-dists-laplace-mode
Laplace distribution mode.
nodejs javascript stdlib node node-js statistics stats distribution dist continuous mode location center laplace double-exponential location-scale exponential-family univariate
Language:Python 2
stdlib-js / stats-base-dists-laplace-skewness
Laplace distribution skewness.
nodejs javascript stdlib node node-js statistics stats distribution dist continuous skewness shape asymmetry laplace double-exponential location-scale exponential-family univariate
Language:Python 2
stdlib-js / stats-base-dists-laplace-stdev
Laplace distribution standard deviation.
nodejs javascript stdlib node node-js statistics stats distribution dist continuous standard deviation spread dispersion laplace double-exponential location-scale exponential-family univariate
Language:Python 2
stdlib-js / stats-base-dists-levy-cdf
Lévy distribution cumulative distribution function (CDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf cumulative-distribution distribution-function location-scale exponential-family levy univariate continuous
Language:JavaScript 2
stdlib-js / stats-base-dists-levy-logcdf
Lévy distribution logarithm of cumulative distribution function (CDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf cumulative-distribution distribution-function location-scale exponential-family logarithm log natural ln levy
Language:JavaScript 2
stdlib-js / stats-base-dists-lognormal-cdf
Lognormal distribution cumulative distribution function (CDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf cumulative-distribution distribution-function exponential-family gaussian normal lognormal logarithm log ln
Language:JavaScript 2
stdlib-js / stats-base-dists-rayleigh-cdf
Rayleigh distribution cumulative distribution function (CDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf cumulative-distribution distribution-function exponential-family rayleigh univariate continuous
Language:Python 2
stdlib-js / stats-base-dists-rayleigh-logpdf
Rayleigh distribution logarithm of probability density function (PDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability pdf exponential-family continuous-distribution logarithm log ln natural rayleigh univariate continuous
Language:JavaScript 2
stdlib-js / stats-base-dists-rayleigh-pdf
Rayleigh distribution probability density function (PDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability pdf exponential-family continuous-distribution rayleigh univariate continuous
Language:JavaScript 2
stdlib-js / stats-base-dists-weibull-cdf
Weibull distribution cumulative distribution function (CDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf cumulative-distribution distribution-function continuous exponential-family survival-analysis life-times weibull univariate
Language:JavaScript 2
stdlib-js / stats-base-dists-weibull-logcdf
Weibull distribution logarithm of cumulative distribution function (CDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf cumulative-distribution distribution-function continuous exponential-family survival-analysis life-times log logarithm ln
Language:JavaScript 2
stdlib-js / stats-base-dists-weibull-pdf
Weibull distribution probability density function (PDF).
nodejs javascript stdlib node node-js statistics stats distribution dist probability pdf weibull continuous exponential-family survival-analysis life-times univariate
Language:JavaScript 2
stdlib-js / stats-base-dists-weibull-quantile
Weibull distribution quantile function.
nodejs javascript stdlib node node-js statistics stats distribution dist probability cdf inverse weibull survival-analysis life-times percent-points continuous exponential-family univariate
Language:JavaScript 2
NKI-CCB / Percolate
Implementation of Percolate, an exponential family JIVE statistical model for multi-view integration
drug-response-prediction exponential-family glm-pca jive machine-learning multi-omics multi-view pytorch
Language:Python 1
stdlib-js / stats-base-dists-laplace-mgf
Laplace (Double Exponential) distribution moment-generating function (MGF).
nodejs javascript stdlib node node-js statistics stats distribution dist mgf generating-functions moments double-exponential location-scale exponential-family continuous laplace univariate
Language:JavaScript 1

exponential-family

yataobian / awesome-ebm

naver / gdc

helske / KFAS

mims-harvard / fusenet

sisl / ExpFamilyPCA.jl

USCbiostats / barry

lipovec-t / vi-gaussian-dpm

tlienart / ExpFamily.jl

mzalaya / collectivemc

stdlib-js / stats-base-dists-binomial-cdf

SaiSampathKedari / Probability-and-Distribution-Theory

stdlib-js / stats-base-dists-laplace-quantile

stdlib-js / stats-base-dists-laplace-variance

stdlib-js / stats-base-dists-binomial-entropy

stdlib-js / stats-base-dists-binomial-mgf

stdlib-js / stats-base-dists-binomial-quantile

stdlib-js / stats-base-dists-laplace-cdf

stdlib-js / stats-base-dists-laplace-entropy

stdlib-js / stats-base-dists-laplace-logcdf

stdlib-js / stats-base-dists-laplace-logpdf

stdlib-js / stats-base-dists-laplace-median

stdlib-js / stats-base-dists-laplace-mode

stdlib-js / stats-base-dists-laplace-skewness

stdlib-js / stats-base-dists-laplace-stdev

stdlib-js / stats-base-dists-levy-cdf

stdlib-js / stats-base-dists-levy-logcdf

stdlib-js / stats-base-dists-lognormal-cdf

stdlib-js / stats-base-dists-rayleigh-cdf

stdlib-js / stats-base-dists-rayleigh-logpdf

stdlib-js / stats-base-dists-rayleigh-pdf

stdlib-js / stats-base-dists-weibull-cdf

stdlib-js / stats-base-dists-weibull-logcdf

stdlib-js / stats-base-dists-weibull-pdf

stdlib-js / stats-base-dists-weibull-quantile

NKI-CCB / Percolate

stdlib-js / stats-base-dists-laplace-mgf