multivariate-distributions

There are 0 repository under multivariate-distributions topic.

mohd-faizy / Probabilistic-Deep-Learning-with-TensorFlow
Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertainty that is often present in real-world datasets.
tensorflow-probability probabilistic-deep-learning deep-probabilistic-models probabilistic-layers tensorflow2 keras probabilistic-programming poisson-distribution bernoulli-distribution binomial-distributions univariate-distributions tfp machine-learning multivariate-distributions tensorflow
Language:Jupyter Notebook 58
twolodzko / extraDistr
Additional univariate and multivariate distributions
distribution multivariate-distributions r rcpp c-plus-plus c-plus-plus-11 random-generation probability statistics
Language:C++ 49
JBris / multivariate_analysis_examples
Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.
multivariate-analysis multivariate-regression multivariate-statistics multivariate-linear-regression multivariate-data multivariate multivariate-distributions concrete pca pca-analysis factor-analysis canonical-correlation-analysis redundancy-analysis partial-least-squares-regression partial-least-squares pls nmds mds dimension-reduction dimensionality-reduction
Language:Python 16
bschieche / python-anomaly-detection
An object-oriented approach to implement anomaly detection in Python using semi-supervised learning
anomaly-detection multivariate-distributions object-oriented-programming python3 semi-supervised-learning
Language:Jupyter Notebook 4
sklarpy
tfm000 / sklarpy
Copula fitting in Python.
copula-asymmetries copula-models copulas finance machine-learning multivariate multivariate-distributions portfolio-optimization python quantitative-finance risk-management risk-modelling probability-distributions data-science
Language:Python 4
englianhu / lottery
Lottery analysis
r rstan bayesian-data-analysis mcmc poisson-distribution multivariate-distributions lottery lottery-draw multivariate-poisson
Language:HTML 3
faosorios / heavy
Robust estimation using heavy-tailed distributions
grubbs-model heavy-tailed-distributions linear-mixed-models linear-regression multivariate-distributions p-splines random-number-generators
Language:C 3
nunofachada / micompm
Multivariate independent comparison of observations
multivariate multivariate-data multivariate-distributions multivariate-observations non-parametric parametric-tests matlab matlab-toolbox octave octave-scripts octave-functions statistical-analysis statistical-data statistical-methods statistical-tests
Language:MATLAB 3
alfurka / synloc
A Python Package to Create Synthetic Tabular Data
copulas data-augmentation distributions knn machine-learning multivariate-distributions oversampling python resampling sampling statistics synthetic synthetic-data synthetic-dataset-generation local-sampling semi-parametric-modeling nonparametric-distribution clustering constrained-clustering k-means
Language:Jupyter Notebook 2
nunofachada / micompr
Multivariate independent comparison of observations.
micompr r-package r multivariate-observations multivariate multivariate-data multivariate-distributions statistical-tests statistical-analysis statistical-methods statistical-data parametric-tests non-parametric
Language:R 2
baaraan
amirmasoudabdol / baaraan
Collection of missing multivariate random number distributions for Modern C++ with STL-like API.
modern-cpp multivariate-distributions random-number-generators statistics
Language:C++ 1
Prakash2403 / data-generators
Random data generator from scratch. (Using numpy for simple mathematical functions only)
random-number-generators normal-distribution multivariate-distributions
Language:Python 1
Chetan45s / Data-Science
context data-science diabetes-prediction document-recommendation hacktoberfest knn-mnist mnist-dataset mnist-handwriting-recognition mnist-image-dataset movie-recommendation movie-review-classifier multivariate-distributions naive-bayes-classifier
Language:Jupyter Notebook 0
chiumichael / EJD
Implementation of the Extreme Joint Distribution algorithm in C++
ejd multivariate-distributions numerical-methods numerical-optimal-transport optimal-transport
Language:C++ 0
meganzj / harvard_probability_110
limit-laws markov-chains mcmc multivariate-distributions univariate-distributions
0
alexchelsea22 / TEG-UC-ING_INDUSTRIAL
Programa Computarizado, elaborado en el lenguaje de programacion MATLAB, referente al Trabajo Especial de Grado para optar al Título de Ingeniero Industrial, en la Facultad de Ingeniería de la Universidad de Carabobo, año 2015; la cual fue reconocida con mención honorífica.
matlab multivariate-analysis multivariate-distributions multivariate-statistics quality-control quality-data-science statistical-analysis statistical-analysis-and-hypothesis-testing statistical-tests statistics
Language:MATLAB
amaendle / PUcopula
Simulation of Partition-of-Unity copulas in R, e.g. for the purpose of modeling risk or for the creation of synthetic data based on restricted datasets
copula-models multivariate-distributions synthetic-data
Language:R
anuragmukherjee2001 / Machine-learning-Notebooks
Here all my machine learning notebooks will be uploaded
machine-learning jupyter-notebooks statistics sampling linear-regression pandas matplotlib matplotlib-pyplot coursera seaborn numpy unit-testing empirical-distributions multivariate-distributions
Language:Jupyter Notebook
fstrazzante / sms2-00
UniBG modelli stocastici prova 00 a.a. 2017-2018
linear-regression matlab multivariate-distributions
Language:Matlab
JadeYu / Paramount_project
model-selection multivariate-distributions r-markdown
Language:HTML
n1ghtf4l1 / congenial-computing-machine
Implemented from scratch a sampling method to draw samples from a multivariate Normal (MVN) distribution in JAX.
jax matplotlib-pyplot multivariate-distributions probablity python3 visualization
Language:Jupyter Notebook
nmakes / multivariate-sampling
A simple utility to perform sampling from multivariate distributions (supported by a PyTorch backend)
multivariate-distributions multivariate-statistics sampling-distribution sampling-methods
Language:Python
occultus73 / Multik-Apache-Math-Extension
Provides multivariate normal distribution sampling and matrix inversion for Jetbrain's new NDArray library Multik, by bodging it with some classes (including tests) from Apache Commons Maths 3 & 4, translated into Kotlin and made JVM independent for a Kotlin Multi-Platform project.
multik apache-commons-math multivariate-distributions matrix-inversion
Language:Kotlin
StatisKit / Core
A Collection of Basic Utilities for Statistical Analyses
discrete-distributions continuous-distributions categorical-distributions univariate-distributions multivariate-distributions mixture-model parametric-distributions cpp python dataframe
Language:C++
TehreemAnsari / Machine-Learning
Machine Learning algorithms using Sklearn and Scikit python libraries for comparing their behaviour on anomaly detection
sklearn machine-learning-algorithms python3 logistic-regression svm multivariate-distributions decision-trees random-forest
Language:Jupyter Notebook