LamNgo1

reproblems

A set of real-world multi-objective optimization problems

LassoBench

Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression

baro

[FSE'24] BARO: Robust Root Cause Analysis for Microservice Systems. This source code won the FSE'24 Best Artifact Award 🏆

Coursera-Applied-Machine-Learning-with-Python-

This repository contains solutions of all assignments of University of Michigan's Applied Machine Learning with python course.

PhoWhisper

PhoWhisper: Automatic Speech Recognition for Vietnamese (2024)

alphageometry

BAxUS

This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier, Luigi Nardi, and Matthias Poloczek)

TuRBO

pycma

Python implementation of CMA-ES

cma-meta-algorithm

[TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy

bounce

Code for the paper "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"

Bandit-BO

Bayesian Optimization for Categorical and Continuous Inputs

Casmopolitan

[ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces

CoCaBO_code

Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)

CMA-ES_with_Margin

(GECCO 2022) CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization

awesome-tips

ZaloAIChallenge-2022

Top 2 Solution for Zalo AI Challenge 2022 - Liveness Detection track

BayesianOptimization

A Python implementation of global optimization with gaussian processes.