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Top 6 importance-sampling open source projects

Implementation of the paper: Adaptive BRDF-Oriented Multiple Importance Sampling of Many Lights

✭ 26

C++c shell python Makefile M4 rendering path-tracing importance-sampling

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

✭ 28

C++python clustering kmeansplusplus importance-sampling approximation-algorithms coreset bregman-divergence mbkmeans localsearchplusplus

offline-policy-evaluation

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

✭ 196

python importance-sampling counterfactual-learning off-policy-evaluation doubly-robust offline-policy-evaluation counterfactual-policy-evaluation

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.

✭ 56

r python bootstrap clustering linear-regression pca-analysis probability-distribution dimensionality-reduction monte-carlo-simulation rejection-sampling importance-sampling regression-analysis data-imputation inverse-transform-method factor-analysis-methods statistcal-tests canonical-correlation

pypmc

Clustering with variational Bayes and population Monte Carlo

✭ 46

python cython Makefile clustering markov-chain variational-bayes importance-sampling population-monte-carlo

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