bominwang's repositories
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.
MCMC_library
A pristine Python library that comprehensively incorporates the Likelihood-Based/Likelihood-Free Metropolis-Hastings Algorithm.
BearGangLab
Repo of Bear-Gang Lab from Beijing Institute of Technology
Bayesian-Linear-Regression
A simple implement of Bayesian Linear Regression
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neural-tangents
Fast and Easy Infinite Neural Networks in Python
Apache-2.0000
nngp
Deep neural network kernel for Gaussian process
Apache-2.0000