Alaya-in-Matrix

MACE

code for the ICML2018 paper "Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design"

CLaSH-Processor

A simple processor running on FPGA written in Haskell(CLaSH) and compiled into verilog

pyMACE

Python implementation of the MACE Bayesian optimization algorithm, with GPy used as the backend GP library

NeuralLinear

Multi-output Gaussian process regression via multi-task neural network

SparseGP

Sparse Gaussian process: VFE and SVI-GP

record-vim-time

record how long you have spent on vim per day

BNN

Bayesian neural network implementations

Hypervolume-HSO

Calculate hypervolume via Hypervolume by Slicing Objectives(HSO) algorithm.

Wrapper_Batch_BO

A simple wrapper of several batch bayesian optimization algorithms(LP,qKG,qEI)

GPyOpt

Gaussian Process Optimization using GPy

MOO

multi-objective optimization via differential evolution and non-dominated sorting

MVMO

C++ implementation of the Mean Variance Mapping Optimization algorithm

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

Pandoc-Template

Pandoc templates for my report in EDA group weekly meeting.

BamSOO

BamSOO Optimization

Differential_Evolution

Differential Evolution algorithm and some of its variants.

dummy_repo

A dummy repo that does nothing

gcd_gpt

Learn greatest common divisor with GPT-like architecture

GP

A library for Gaussian process regression

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

learn2branch

Exact Combinatorial Optimization with Graph Convolutional Neural Networks (NeurIPS 2019)

modern_template_pandoc

Pandoc beamer presentation with a modern template

MyOpt

Gradient base unconstrained optimization algorithm(BFGS,CG,RProp) with a nlopt-like interface

neural-processes

Pytorch implementation of Neural Processes for functions and images :fireworks:

OSFTA

One sample to find them all

PlayGround

pysgmcmc

Stochastic Gradient MCMC Methods for pytorch

tmp_prj

TU-Eindhoven-Reveal.js-Theme

An unofficial TU/e theme for the reveal.js presentation framework.

VAE

Use variational autoencoder to generate some images