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Wenlong Lyu's Projects

anjelica icon anjelica

Parsers for some interesting programming language, written in Haskell, using Parsec

bnn icon bnn

Bayesian neural network implementations

clash-processor icon clash-processor

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

gcd_gpt icon gcd_gpt

Learn greatest common divisor with GPT-like architecture

gp icon gp

A library for Gaussian process regression

gpyopt icon gpyopt

Gaussian Process Optimization using GPy

gpytorch icon gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

hypervolume-hso icon hypervolume-hso

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

learn2branch icon learn2branch

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

mace icon mace

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

moo icon moo

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

mvmo icon mvmo

C++ implementation of the Mean Variance Mapping Optimization algorithm

myopt icon myopt

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

neural-processes icon neural-processes

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

neurallinear icon neurallinear

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

osfta icon osfta

One sample to find them all

pymace icon pymace

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

pymoo icon pymoo

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

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