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bominwang's Projects

bayesianneuralnetwork icon bayesianneuralnetwork

This project implements a Bayesian Neural Network (BNN) using PyTorch. A BNN is a type of neural network that treats model weights as probability distributions rather than fixed values. This allows for uncertainty estimation in predictions and robustness against overfitting.

bearganglab icon bearganglab

Repo of Bear-Gang Lab from Beijing Institute of Technology

mcmc_library icon mcmc_library

A pristine Python library that comprehensively incorporates the Likelihood-Based/Likelihood-Free Metropolis-Hastings Algorithm.

nngp icon nngp

Deep neural network kernel for Gaussian process

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