importance-sampling topic
vk_raytrace
Ray tracing glTF scene with Vulkan
adapt
Awesome Domain Adaptation Python Toolbox
Pytorch-NCE
The Noise Contrastive Estimation for softmax output written in Pytorch
offline-policy-evaluation
Implementations and examples of common offline policy evaluation methods in Python.
IMPALA-Scalable-Distributed-Deep-RL-with-Importance-Weighted-Actor-Learner-Architectures
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 reductio...
learn-monte-carlo
Python Example of Monte Carlo Estimation & Importance Sampling
minicore
Fast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.
webgl2_pathtrace
:camera: webGL2 path tracing experiment.
Contour-Stochastic-Gradient-Langevin-Dynamics
An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)