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optimization
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122 search results found
Ax
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2,217
Adaptive Experimentation Platform
Spearmint
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1,334
Spearmint Bayesian optimization codebase
Spearmint
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1,310
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
Simple
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432
Experimental Global Optimization Algorithm
Robo
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381
RoBO: a Robust Bayesian Optimization framework
Bayesopt
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349
BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits.
Btrack
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299
Bayesian multi-object tracking
Goptuna
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240
A hyperparameter optimization framework, inspired by Optuna.
Pygpgo
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236
Bayesian optimization for Python
Limbo
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223
A lightweight framework for Gaussian processes and Bayesian optimization of black-box functions (C++11)
Gpflowopt
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218
Bayesian Optimization using GPflow
Bayesian Optimization
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218
Python code for bayesian optimization using Gaussian processes
Bayesboost
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206
Bayesian Optimization using xgboost and sklearn API
Trieste
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196
A Bayesian optimization toolbox built on TensorFlow
Grammarvae
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189
Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925
Bads
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185
Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB
Mlrmbo
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177
Toolbox for Bayesian Optimization and Model-Based Optimization in R
Cornell Moe
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165
A Python library for the state-of-the-art Bayesian optimization algorithms, with the core implemented in C++.
Deepaugment
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150
Discover augmentation strategies tailored for your dataset
Hypermapper
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142
Black-box Optimizer based on Bayesian Optimization
Learn To Select Data
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131
Code for Learning to select data for transfer learning with Bayesian Optimization
Pybo
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124
Python package for modular Bayesian optimization
Optimviz
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119
Visualize optimization algorithms in MATLAB.
Combo
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119
COMmon Bayesian Optimization
Bopp
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113
BOPP: Bayesian Optimization for Probabilistic Programs
Safeopt
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108
Safe Bayesian Optimization
Bayesiantools
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103
General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics
Caffe With Spearmint
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97
Automatic Caffe parameter search via Spearmint Bayesian optimisation
Parbayesianoptimization
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88
Parallelizable Bayesian Optimization in R
Nn Bayesian Optimization
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87
We use a modified neural network instead of Gaussian process for Bayesian optimization.
Pybnn
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85
Bayesian neural network package
Bayesianoptimization.jl
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84
Bayesian optimization for Julia
Bayeso
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82
Simple, but essential Bayesian optimization package
Bayesian Optimization
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77
Bayesian Optimization algorithms with various recent improvements
Rbayesianoptimization
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75
Bayesian Optimization of Hyperparameters
Graphslam
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72
graphslam
Rembo
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71
Bayesian optimization in high-dimensions via random embedding.
Hyper Engine
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69
Python library for Bayesian hyper-parameters optimization
Mobopt
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65
Multi-objective Bayesian optimization
D Vae
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64
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019
Hyperparameter_optimization_strategies
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54
This is the Code for "How Do I Find the Best Hyperparameters?- The Math of Intelligence #7" By Siraj Raval on Youtube
Keras_gpyopt
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51
Using Bayesian Optimization to optimize hyper parameter in Keras-made neural network model.
Physbo
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48
PHYSBO -- optimization tools for PHYsics based on Bayesian Optimization
Phoenics
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46
Phoenics: Bayesian optimization for efficient experiment planning
Poismf
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43
(Python, R, C) Poisson matrix factorization (non-Bayesian version) (recommender systems)
Bocs
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41
Bayesian Optimization of Combinatorial Structures
Autocluster
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39
AutoML for clustering models in sklearn.
Sequential Line Search
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37
A Preferential Bayesian optimization library for C++/Python [SIGGRAPH 2017]
Boah
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37
BOAH: Bayesian Optimization & Analysis of Hyperparameters
Post Bayesian Optimization
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37
Exploring Bayesian Optimization
Basicspearmint
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35
A simple tool for small scale experiments using bayesian optimization
Bayes Skopt
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32
A fully Bayesian implementation of sequential model-based optimization
Bayesian Optimization
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31
Reference implementation of Optimistic Expected Improvement.
Chembo
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30
Bayesian optimization framework for organic molecules with synthesizable recommendations
Max Value Entropy Search
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27
Max-value Entropy Search for Efficient Bayesian Optimization
Go Bayesopt
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25
A library for doing Bayesian Optimization using Gaussian Processes (blackbox optimizer) in Go/Golang.
Bayesian_optimization
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23
Bayesian optimization
Bayeso Benchmarks
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23
Benchmark functions for Bayesian optimization.
Gryffin
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21
Bayesianoptimization.jl
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21
A julia package for bayesian optimization of black box functions.
Ensemble Bayesian Optimization
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21
Code repository for Ensemble Bayesian Optimization
Bonas
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20
Hyperspace
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20
Distributed Bayesian Optimization
Borisk
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20
Bayesian Optimization of Risk Measures
Lipo
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20
Global, derivative-free optimization for hyperparameter tuning
Alebo
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19
Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization
Gpbo
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18
gpbo
Gpro
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18
Python package for Preference Learning with Gaussian Processes.
Quanttradestrategy
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17
Bayesian Optimization Meets Bayesian Optimal Stopping
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17
Bayesian Optimization Meets Bayesian Optimal Stopping
Gp Est
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17
Bayesian optimization with the Gaussian process assumption
Camelsoptimizer
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16
Yes, it's a camel case.
Autoprognosis
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16
Code for the ICML 2018 paper: "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", by A. M. Alaa and M. van der Schaar.
Ibo
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16
Interactive Bayesian Optimization
Awesome Gaussian Processes
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15
A curated list of resources for learning Gaussian Processes
Gabotorch
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15
This repository contains the source code to perform Geometry-aware Bayesian Optimization (GaBO) on Riemannian manifolds.
Hesbo
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14
The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces
Deodorant
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14
Deodorant: Solving the problems of Bayesian Optimization
Fpovi
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13
Code for "Function Space Particle Optimization for Bayesian Neural Networks"
Cfd Bayesian Optimization
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13
Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.
Metabo
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13
Mobo
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12
constrained/unconstrained multi-objective bayesian optimization package.
Fitbo
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12
Code for Fast Information-theoretic Bayesian Optimisation
Workshop Nyu 2019
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12
Introductory workshop to modeling and model fitting in cognitive and computational neuroscience
Knownoptimum_bo
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11
Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization
Pyroed
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10
Bayesian optimization of discrete sequences
Minibo
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10
Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization
Mesmo
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10
Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method
Ppbo
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10
Projective Preferential Bayesian Optimization
Keras_bayesianoptimization
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10
How to do Hyper-parameters search with Bayesian optimization for Keras model | DLology
Deep Bayesian Quadrature Policy Optimization
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9
Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.
Flash
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9
FLASH: Fast Bayesian Optimization for Data Analytic Pipelines
Mace
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9
code for the ICML2018 paper "Batch Bayesian Optimization via Multi-objective Acquisition Ensemble for Automated Analog Circuit Design"
Kgb Dmoea
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8
A Python implementation of the Knowledge Guided Bayesian Dynamic Multi-Objective Evolutionary Algorithm (KGB-DMOEA)
Automl Resources
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8
A list of resources, papers, and articles on AutoML, Automatic Hyperparameter Tuning, and Neural Architecture Search.
Prot Bo 0
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8
💊 Guiding directed protein evolution with Bayesian Optimization 💊
Inverse Bgo
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7
Use Bayesian Global Optimization to solve inverse problems
Ai Paper References
⭐
7
References for read papers + relevant links
Combo3
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7
COMBO for Python 3
Hierarchical Kernels
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7
Kernels for Bayesian Optimization in Conditional Parameter Spaces
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1-100 of 122 search results
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