Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: importance-sampling

Repositories

pypmc/pypmc

Clustering with variational Bayes and population Monte Carlo

Language: Python - Size: 726 KB - Last synced: 3 days ago - Pushed: 8 months ago - Stars: 48 - Forks: 10

adapt-python/adapt

Awesome Domain Adaptation Python Toolbox

Language: Python - Size: 57.6 MB - Last synced: 6 days ago - Pushed: 4 months ago - Stars: 279 - Forks: 40

Lcrypto/trapping-sets-enumeration

Importance Sampling and Linear Programming based Enumerating and Weighing of Trapping sets in LDPC codes, ISING models and related DNN Arch( Transformer, RBM, BM, SPN und etc),

Language: Jupyter Notebook - Size: 73.4 MB - Last synced: 9 days ago - Pushed: 10 days ago - Stars: 20 - Forks: 7

banditml/offline-policy-evaluation

Implementations and examples of common offline policy evaluation methods in Python.

Language: Python - Size: 1.17 MB - Last synced: 12 days ago - Pushed: over 1 year ago - Stars: 216 - Forks: 24

nvpro-samples/vk_shaded_gltfscene

Rendering glTF scenes with ray tracer and raster (Vulkan)

Language: C++ - Size: 61.2 MB - Last synced: 12 days ago - Pushed: 22 days ago - Stars: 77 - Forks: 6

nvpro-samples/vk_raytrace

Ray tracing glTF scene with Vulkan

Language: C++ - Size: 65.1 MB - Last synced: 12 days ago - Pushed: 22 days ago - Stars: 500 - Forks: 31

arviz-devs/PSIS.jl

Pareto smoothed importance sampling

Language: Julia - Size: 2.99 MB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 17 - Forks: 1

VodLM/vod-gradients

Variational Open-Domain (VOD) - core methods (priority sampling, gradients)

Language: Python - Size: 926 KB - Last synced: 28 days ago - Pushed: 12 months ago - Stars: 2 - Forks: 0

tlienart/EPBP 📦

Expectation Particle Belief Propagation code

Language: Julia - Size: 744 KB - Last synced: 28 days ago - Pushed: over 5 years ago - Stars: 11 - Forks: 2

TatevKaren/mathematics-statistics-for-data-science

Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.

Language: R - Size: 15.9 MB - Last synced: 28 days ago - Pushed: 29 days ago - Stars: 104 - Forks: 35

mjvakili/ccppabc

Approximate Bayesian Computation

Language: Jupyter Notebook - Size: 52.8 MB - Last synced: 29 days ago - Pushed: about 7 years ago - Stars: 1 - Forks: 1

Stonesjtu/Pytorch-NCE

The Noise Contrastive Estimation for softmax output written in Pytorch

Language: Python - Size: 18.7 MB - Last synced: 25 days ago - Pushed: over 4 years ago - Stars: 311 - Forks: 46

mollnn/manifold-path-guiding

Code for SIGGRAPH Asia 2023 (ToG) paper "Manifold Path Guiding for Importance Sampling Specular Chains"

Language: C++ - Size: 193 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 26 - Forks: 3

hbarquanta/Monte-Carlo-Methods

Random Walk, Percolation, Ising Model, ..

Language: Jupyter Notebook - Size: 2.92 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

enkimute/webgl2_pathtrace

:camera: webGL2 path tracing experiment.

Language: JavaScript - Size: 12.6 MB - Last synced: 13 days ago - Pushed: about 7 years ago - Stars: 34 - Forks: 2

sumanghosh1999/Semiconductor-Process-Control-ECE6455-A

Semiconductor Process Control (ECE6455-A) @ Georgia Institute of Technology, Atlanta, GA, USA

Language: Jupyter Notebook - Size: 5.32 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

BRAINML-GT/vis

Variational Importance Sampling

Language: Jupyter Notebook - Size: 2.59 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0

JerrySoybean/vis

Variational Importance Sampling

Language: Jupyter Notebook - Size: 3.35 MB - Last synced: 26 days ago - Pushed: 26 days ago - Stars: 0 - Forks: 0

baturaysaglam/AC-Off-POC

Off-Policy Correction for Actor-Critic Algorithms in Deep Reinforcement Learning

Language: Python - Size: 17.7 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 8 - Forks: 0

Julien6431/Importance-Sampling-VAE

Software and data related to the paper "Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling"

Language: Python - Size: 208 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

vsimkus/vae-conditional-sampling

[TMLR] Research code for the paper "Conditional Sampling of Variational Autoencoders via Iterated Approximate Ancestral Sampling".

Language: Python - Size: 65.4 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

WayneDW/Contour-Stochastic-Gradient-Langevin-Dynamics

An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)

Language: Jupyter Notebook - Size: 113 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 30 - Forks: 9

SiavashMT/OCT-MPS

Massively Parallel Simulator of Optical Coherence Tomography (OCT-MPS)

Language: Cuda - Size: 3.8 MB - Last synced: 7 months ago - Pushed: about 6 years ago - Stars: 23 - Forks: 8

l-omar-chehab/annealing-normalizing-constants

Provable benefits of annealing for estimating normalizing constants: Importance Sampling, Noise-Contrastive Estimation, and beyond - NeurIPS 2023

Language: Python - Size: 72.3 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

robinlau1981/MarginalLikelihoodEstimator

Matlab code for the adaptive annealed importance sampling based marginal likelihood estimator.

Language: MATLAB - Size: 8.37 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 1

yassineELMAAZOUZ/Rare-Events-Simulation-Twitter-Hawkes-Processes

Language: Python - Size: 5.38 MB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 3 - Forks: 0

riberaborrell/sde-hjb-solver

Solver for the HJB equation associated to the importance sampling problem of diffusion processes

Language: Python - Size: 7.67 MB - Last synced: 27 days ago - Pushed: 27 days ago - Stars: 0 - Forks: 0

corentinpla/PMCnet_extended

AIS algorithm for BNN inference

Language: Python - Size: 36.6 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

axsk/OptImpSampling.jl

Optimal Importance Sampling for Diffusion processes applied to ISOKANN.

Language: Julia - Size: 1.23 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

draktr/monte-library

Monte is a set of Monte Carlo methods in Python. The package is written to be flexible, clear to understand and encompass variety of Monte Carlo methods.

Language: Python - Size: 93.8 KB - Last synced: about 2 months ago - Pushed: 12 months ago - Stars: 3 - Forks: 0

boennecd/pedmod

R package with quasi-Monte Carlo methods to estimate mixed models commonly used for random effect structures from pedigrees.

Language: HTML - Size: 41 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

Jacks0nJ/PyFPT

Stochastic first-passage time (FPT) simulations using importance sampling.

Language: Python - Size: 45.5 MB - Last synced: 27 days ago - Pushed: 4 months ago - Stars: 8 - Forks: 1

ZJLAB-AMMI/HS-OMRL

Python code to implement hard sampling based task representation learning for robust offline meta RL

Language: Python - Size: 125 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 0

kgourgou/adaptive-importance-sampling-BN

Experimental code: adaptive importance sampling for bayesian networks.

Language: Python - Size: 39.1 KB - Last synced: 9 months ago - Pushed: almost 5 years ago - Stars: 8 - Forks: 2

manuvazquez/importance_sampling_with_transformed_weights

Importance sampling with transformed weights

Language: Python - Size: 33.2 KB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 1 - Forks: 1

florianmorath/Data-Mining

Data Mining course at ETH Zürich.

Language: Python - Size: 71.9 MB - Last synced: 10 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

maxbiostat/IS4Mixtures

Importance sampling for (log-linear) mixtures

Language: R - Size: 31.3 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 1

dnbaker/minicore

Fast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.

Language: C++ - Size: 34.7 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 32 - Forks: 6

leowyy/mcmc-importance-sampling

Markov Chain Monte Carlo (MCMC) and importance sampling in the context of Bayesian linear regression

Language: Jupyter Notebook - Size: 253 KB - Last synced: 9 months ago - Pushed: about 6 years ago - Stars: 10 - Forks: 2

JRigh/Importance-sampling-in-R

Importance sampling in R course notes and code

Language: R - Size: 197 KB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

Tribanocci/Square-Ice

monte carlo simulation of square ice model for residual entropy calculation(thermodynamic properties)

Language: C++ - Size: 19.5 KB - Last synced: 12 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

bradleyboyuyang/5G-SLA-Simulation

Service level agreement simulation for 5G network based on queueing systems.

Language: Python - Size: 14.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1

vformanyuk/reinforcement-learning

Collection of reinforcement learning algorithms implementations with TensorFlow2

Language: Python - Size: 278 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 9 - Forks: 2

jumboRT/jumboRT

A lightweight, portable, fast and powerful pathtracer

Language: C - Size: 305 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

dtak/osiris

Omitting-States-Irrelevant-to-Return Importance Sampling estimator for off-policy evaluation

Language: Python - Size: 29.3 KB - Last synced: 11 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

nbip/notMIWAE

Code accompanying the notMIWAE paper

Language: Jupyter Notebook - Size: 36.1 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 8 - Forks: 1

NGoetz/NF

An implementation of importance sampling with normalizing flows based on (Müller et. al, 2019), implemented in Pytorch. A phase space generator based on "RAMBO on diet" (Plätzer, 2018) is included in order to be used with matrix elements generated by, for example, MadGraph 5.

Language: Python - Size: 2.95 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 1