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The Top 23 Bayesian Optimization Open Source Projects

Open source projects categorized as Bayesian Optimization
Categories > Machine Learning > Bayesian Optimization
Nextorch ⭐ 34
Experimental design and Bayesian optimization library in Python/PyTorch
total releases 2most recent commit 4 months ago
Processoptimizer ⭐ 32
A tool to optimize real world problems
total releases 44most recent commit 3 months ago
Bayes Skopt ⭐ 32
A fully Bayesian implementation of sequential model-based optimization
dependent packages 2total releases 33most recent commit 9 months agopypi bask} Downloads
Ts Emo ⭐ 32
This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
most recent commit 4 years ago
Bayesian Optimization ⭐ 31
Reference implementation of Optimistic Expected Improvement.
most recent commit 6 years ago
Sg_mcmc ⭐ 31
Implementation of Stochastic Gradient MCMC algorithms
most recent commit 7 years ago
Vanilla Machine Learning ⭐ 30
vanilla machine learning
most recent commit 4 years ago
Max Value Entropy Search ⭐ 27
Max-value Entropy Search for Efficient Bayesian Optimization
most recent commit 4 years ago
Mat_discover ⭐ 27
A materials discovery algorithm geared towards exploring high-performance candidates in new chemical spaces.
total releases 33most recent commit 9 months ago
Esnac ⭐ 25
Learnable Embedding Space for Efficient Neural Architecture Compression
most recent commit 5 years ago
Go Bayesopt ⭐ 25
A library for doing Bayesian Optimization using Gaussian Processes (blackbox optimizer) in Go/Golang.
most recent commit 4 years ago
Spotify_song_recommender ⭐ 24
This project leverages spotify's api and provided user playlists to create and tune a neural network model that generates song recommendations based off of song data in provided playlists.
most recent commit 2 years ago
Mip Ego ⭐ 23
Mixed-Integer Parallel Efficient Global Optimization
total releases 11most recent commit 2 years ago
Bayesian_optimization ⭐ 23
Bayesian optimization
most recent commit 4 years ago
Wheeled Bipedal Jumping ⭐ 23
Height Control and Optimal Torque Planning for Jumping with Wheeled-Bipedal Robots
most recent commit a year ago
Bayesian Compression For Deep Learning ⭐ 23
Remplementation of paper https://arxiv.org/abs/1705.08665
most recent commit 6 years ago
Bayeso Benchmarks ⭐ 23
Benchmark functions for Bayesian optimization.
total releases 8most recent commit a year ago
Mopti ⭐ 23
Lightweight tools for experimental design and multi-objective optimization.
dependent packages 3total releases 14most recent commit 10 months agopypi mopti} Downloads
Mlr3mbo ⭐ 23
Flexible Bayesian Optimization in R
most recent commit 6 months ago
Differential Privacy Bayesian Optimization ⭐ 22
This repo contains the underlying code for all the experiments from the paper: "Automatic Discovery of Privacy-Utility Pareto Fronts"
total releases 5most recent commit 2 years ago
Dcbo ⭐ 22
Dynamic causal Bayesian optimisation
most recent commit a year ago
Efficient_global_optimization_algorithms ⭐ 21
standard, parallel, constrained, and multiobjective EGO algorithms
most recent commit 3 months ago
Gryffin ⭐ 21
dependent packages 1total releases 4most recent commit 2 years agopypi gryffin} Downloads
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