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Topic: "multivariate-distributions"

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.

Language: Jupyter Notebook - Size: 47.8 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 63 - Forks: 34

twolodzko/extraDistr

Additional univariate and multivariate distributions

Language: C++ - Size: 56.7 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 52 - Forks: 11

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.

Language: Python - Size: 40 KB - Last synced at: 21 days ago - Pushed at: 6 months ago - Stars: 18 - Forks: 3

bschieche/python-anomaly-detection

An object-oriented approach to implement anomaly detection in Python using semi-supervised learning

Language: Jupyter Notebook - Size: 323 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 4

englianhu/bolexiangma

易经道家:算卜、占卜、秦人牧马、田忌赛马、伯乐相马(世袭制易经道家学术份子联富我喜欢龙珠中的女科学家布玛/庄子。嫁鸡随鸡,嫁狗随狗)、分析彩券。

Language: HTML - Size: 939 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

faosorios/heavy

Robust estimation using heavy-tailed distributions

Language: C - Size: 105 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

nunofachada/micompr

Multivariate independent comparison of observations.

Language: R - Size: 1.7 MB - Last synced at: 22 days ago - Pushed at: 10 months ago - Stars: 3 - Forks: 1

nunofachada/micompm

Multivariate independent comparison of observations

Language: Matlab - Size: 365 KB - Last synced at: about 10 hours ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 2

alfurka/synloc

A Python Package to Create Synthetic Tabular Data

Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0

JohannesBuchner/askcarl

Gaussian Mixture Model likelihood with support for heterogeneous missing and censored (upper limit) data.

Language: Python - Size: 2.77 MB - Last synced at: 16 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

amirmasoudabdol/baaraan

Collection of missing multivariate random number distributions for Modern C++ with STL-like API.

Language: C++ - Size: 619 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

Prakash2403/data-generators

Random data generator from scratch. (Using numpy for simple mathematical functions only)

Language: Python - Size: 5.86 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 1 - Forks: 0

LatiefDataVisionary/multivariate-analysis-college-task

Size: 26.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

anuhyasuri/gaussiandistribution

This repository contains the code for implementing Gaussian Distribution using Python

Language: Jupyter Notebook - Size: 430 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Ramy-Badr-Ahmed/Random-Simplex

Random Simplex - https://doi.org/10.5281/zenodo.12808899

Language: MATLAB - Size: 1.02 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 1

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

Language: R - Size: 633 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 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.

Language: MATLAB - Size: 5.8 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

n1ghtf4l1/congenial-computing-machine

Implemented from scratch a sampling method to draw samples from a multivariate Normal (MVN) distribution in JAX.

Language: Jupyter Notebook - Size: 271 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Chetan45s/Data-Science

Language: Jupyter Notebook - Size: 17.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

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.

Language: Kotlin - Size: 175 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

chiumichael/EJD 📦

Implementation of the Extreme Joint Distribution algorithm in C++

Language: C++ - Size: 265 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

anuragmukherjee2001/Machine-learning-Notebooks

Here all my machine learning notebooks will be uploaded

Language: Jupyter Notebook - Size: 625 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

StatisKit/Core

A Collection of Basic Utilities for Statistical Analyses

Language: C++ - Size: 2.65 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 7

meganzj/harvard_probability_110

Size: 6.14 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

nmakes/multivariate-sampling

A simple utility to perform sampling from multivariate distributions (supported by a PyTorch backend)

Language: Python - Size: 1000 Bytes - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

TehreemAnsari/Machine-Learning

Machine Learning algorithms using Sklearn and Scikit python libraries for comparing their behaviour on anomaly detection

Language: Jupyter Notebook - Size: 32.1 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

JadeYu/Paramount_project

Language: HTML - Size: 1.22 MB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 0

Related Topics
statistics 5 python3 4 multivariate-statistics 4 multivariate-data 4 univariate-distributions 3 statistical-tests 3 statistical-analysis 3 multivariate-analysis 3 matlab 3 matplotlib-pyplot 3 machine-learning 3 r 3 multivariate 3 random-number-generators 3 synthetic-data 2 mcmc 2 sampling 2 multivariate-linear-regression 2 python 2 poisson-distribution 2 multivariate-regression 2 statistical-methods 2 statistical-data 2 linear-regression 2 parametric-tests 2 non-parametric 2 multivariate-observations 2 nmds 1 partial-least-squares 1 mds 1 factor-analysis 1 partial-least-squares-regression 1 pca 1 dimensionality-reduction 1 dimension-reduction 1 anomaly-detection 1 random-simplex 1 stability-analysis 1 grubbs-model 1 heavy-tailed-distributions 1 linear-mixed-models 1 p-splines 1 micompr 1 r-package 1 astrophysics 1 gaussian-mixture-models 1 missing-data 1 scientific-computing 1 simulation-based-inference 1 upper-limits 1 canonical-correlation-analysis 1 concrete 1 pca-analysis 1 rcpp 1 gaussian-distribution 1 isotropic-gaussian 1 scipy-stats 1 bayesian-data-analysis 1 lottery 1 lottery-draw 1 multivariate-poisson 1 rstan 1 matlab-toolbox 1 octave 1 octave-functions 1 octave-scripts 1 multivariate-polynomials 1 multivariate-testing 1 multivariate-time-series 1 multivariate-timeseries 1 multivariate-timeseries-analysis 1 pls 1 redundancy-analysis 1 bernoulli-distribution 1 binomial-distributions 1 deep-probabilistic-models 1 keras 1 probabilistic-deep-learning 1 probabilistic-layers 1 probabilistic-programming 1 tensorflow 1 tensorflow-probability 1 tensorflow2 1 tfp 1 c-plus-plus 1 c-plus-plus-11 1 distribution 1 probability 1 random-generation 1 naive-bayes-classifier 1 quality-control 1 quality-data-science 1 statistical-analysis-and-hypothesis-testing 1 limit-laws 1 markov-chains 1 clustering 1 constrained-clustering 1 copulas 1 data-augmentation 1 distributions 1