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Projects in Awesome Lists tagged with gaussian-distribution

A curated list of projects in awesome lists tagged with gaussian-distribution .

https://github.com/mcosovic/FactorGraph.jl

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

aging-model belief-propagation dynamical-systems factor-graph fast-algorithm forward-backward-algorithm gaussian-distribution ill-conditioned inference-algorithms julia kahan-summation linear-systems loopy-belief-propagation message-passing noisy-data random-variables state-estimation sum-product tree-graph

Last synced: 13 Nov 2024

https://github.com/mcosovic/factorgraph.jl

The FactorGraph package provides the set of different functions to perform inference over the factor graph with continuous or discrete random variables using the belief propagation algorithm.

aging-model belief-propagation dynamical-systems factor-graph fast-algorithm forward-backward-algorithm gaussian-distribution ill-conditioned inference-algorithms julia kahan-summation linear-systems loopy-belief-propagation message-passing noisy-data random-variables state-estimation sum-product tree-graph

Last synced: 28 Oct 2024

https://github.com/mcosovic/belief_propagation_dc_state_estimation

The algorithm solves the DC state estimation problem in electric power systems using the Gaussian belief propagation over factor graphs.

belief-propagation factor-graph gaussian-distribution power-systems state-estimation

Last synced: 08 Nov 2024

https://github.com/yeonghyeon/swa-gaussian-tf2

TensorFlow implementation of "A Simple Baseline for Bayesian Uncertainty in Deep Learning"

classification convolutional-neural-network deep-learning gaussian gaussian-distribution mnist mnist-classification stochastic-weight-averaging

Last synced: 11 Nov 2024

https://github.com/mcosovic/gbp_noisy_linear_systems

Gaussian belief propagation solver for noisy linear systems with real coefficients and variables.

belief-propagation factor-graph fast-algorithm gaussian-distribution ill-conditioned linear-systems noisy-data state-estimation sum-product

Last synced: 08 Nov 2024

https://github.com/cicirello/zigguratgaussian

Fast Gaussian distributed pseudorandom number generation in Java via the Ziggurat algorithm

gaussian gaussian-distribution java normal normal-distribution ziggurat ziggurat-algorithm

Last synced: 09 Nov 2024

https://github.com/geekquad/binogauss

A package that can calculate Gaussian as well as Binomial distributions.

binomial-distribution gaussian-distribution pypi-package python3

Last synced: 10 Nov 2024

https://github.com/maurodelazeri/gaussian-distribution

Model of the Gaussian distribution.

gaussian-distribution golang model package

Last synced: 09 Nov 2024

https://github.com/ksharma67/anomaly-detection-on-temperature-device-failure

A typical anomaly detection task and performing KMeans, PCA, Gaussian distribution, and Isolation Forest.

eda ellipticenvelope feature-engineering gaussian-distribution isolation-forest kmeans-clustering numpy pca python sklearn

Last synced: 06 Nov 2024

https://github.com/rtmigo/rng_benchmark_kt

Benchmarking thread-safe ways to generate a single random normalized gaussian value in Kotlin/JVM

benchmark gaussian gaussian-distribution java kotlin prng random rng

Last synced: 20 Nov 2024

https://github.com/alexp11223/simplepybrainneuralneutwork

Some scripts for dataset exploration, normalization and classification using Python, PyBrain, SciPy

classification decision-trees gaussian-distribution machine-learning neural-network normalization pybrain python python2 qqplot scipy svm svm-classifier uci

Last synced: 13 Dec 2024