A Python Package for Density Ratio Estimation
Likelihood-free AMortized Posterior Estimation with PyTorch
Density ratio estimation in Julia
Change point detection by using density ratio estimation
squared-loss mutual information based feature selection
A simple 3-layer fully connected network performing the density ratio estimation using the loss for log-likelihood ratio estimation (LLLR).
Density Ratio Estimation with Probabilistic Classification Approach
A casual introduction to the SPRT-TANDEM algorithm that is proposed in the paper "Deep Neural Networks for the Sequential Probability Ratio Test on Non-i.i.d. Data Series" (https://arxiv.org/abs/2006.05587).
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