importance-sampling topic

List importance-sampling repositories

vk_raytrace

516
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32
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Ray tracing glTF scene with Vulkan

adapt

285
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41
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Awesome Domain Adaptation Python Toolbox

Pytorch-NCE

315
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46
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The Noise Contrastive Estimation for softmax output written in Pytorch

offline-policy-evaluation

219
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24
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Implementations and examples of common offline policy evaluation methods in Python.

mathematics-statistics-for-data-science

106
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39
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Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reductio...

learn-monte-carlo

43
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18
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Python Example of Monte Carlo Estimation & Importance Sampling

minicore

32
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6
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Fast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.

webgl2_pathtrace

34
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2
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:camera: webGL2 path tracing experiment.

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