Pinned Repositories
Bayesian-Linear-Regression
A simple implement of Bayesian Linear Regression
Bayesian-statistics-method
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
Repo of Bear-Gang Lab from Beijing Institute of Technology
BOOKS
CFD_Code
code_handbook
GO_ML
gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
MCMC_library
A pristine Python library that comprehensively incorporates the Likelihood-Based/Likelihood-Free Metropolis-Hastings Algorithm.
bominwang's Repositories
bominwang/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.
bominwang/MCMC_library
A pristine Python library that comprehensively incorporates the Likelihood-Based/Likelihood-Free Metropolis-Hastings Algorithm.
bominwang/Bayesian-Linear-Regression
A simple implement of Bayesian Linear Regression
bominwang/Bayesian-statistics-method
bominwang/BearGangLab
Repo of Bear-Gang Lab from Beijing Institute of Technology
bominwang/BOOKS
bominwang/CFD_Code
bominwang/code_handbook
bominwang/GO_ML
bominwang/gpytorch
A highly efficient implementation of Gaussian Processes in PyTorch
bominwang/inviscid-viscid-flow-correct-neural-network
bominwang/Lathin-Hypercube-Sampling
bominwang/MAML
bominwang/Marine-Predators-Algorithm
This Python implementation of the Marine Predators Algorithm (MPA) is designed to solve both constrained and unconstrained optimization problems. The algorithm is inspired by the strategies of marine predators in nature, focusing on the balance between exploration and exploitation phases to effectively search the solution space.
bominwang/MFMM
bominwang/neural-tangents
Fast and Easy Infinite Neural Networks in Python
bominwang/nngp
Deep neural network kernel for Gaussian process
bominwang/pyGPs
pyGPs is a library containing an object-oriented python implementation for Gaussian Process (GP) regression and classification.