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Jupyter Notebook |
86 |
Experimental Design via Bayesian Optimization |
May 24, 2023 |
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Jupyter Notebook |
50 |
Experimental design and (multi-objective) bayesian optimization. |
Apr 23, 2023 |
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Python |
27 |
Experimental design and Bayesian optimization library in Python/PyTorch |
Aug 11, 2022 |
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Jupyter Notebook |
48 |
Bayesian Bandits |
Aug 28, 2022 |
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R |
177 |
Toolbox for Bayesian Optimization and Model-Based Optimization in R |
May 31, 2022 |
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Jupyter Notebook |
5 |
Results for Bayesian optimization with known experimental and design constraints for chemistry applications |
Sep 23, 2022 |
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Python |
6 |
WEC Design Optimization Toolbox |
May 10, 2023 |
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Python |
169 |
A Bayesian optimization toolbox built on TensorFlow |
May 10, 2023 |
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PLSQL |
2 |
Code for Contextual Bandits with Stochastic Experts |
Mar 17, 2021 |
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Haskell |
14 |
Numerical optimization with support for stochastic optimization, mostly for my own experimental usage |
Dec 11, 2021 |
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Python |
470 |
A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, … |
Nov 30, 2022 |
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Python |
22 |
Lightweight tools for experimental design and multi-objective optimization. |
Feb 20, 2023 |
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MATLAB |
6 |
Automating Bayesian optimization with Bayesian optimization |
Nov 21, 2022 |
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Python |
6 |
Source code for "Beating Stochastic and Adversarial Semi-bandits Optimally and Simultaneously" |
Jan 31, 2022 |
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Matlab |
2 |
Toolbox for design and optimization of miRNA-based synthetic classifier pathways |
Nov 12, 2021 |
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Jupyter Notebook |
3 |
Bayesian optimization |
Oct 19, 2020 |
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Julia |
77 |
Bayesian optimization for Julia |
May 01, 2023 |
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Julia |
42 |
Stochastic Optimization, Learning, Uncertainty and Sampling |
Jul 31, 2022 |
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Jupyter Notebook |
2 |
Scaling Bayesian Optimization |
May 24, 2022 |
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Python |
20 |
Distributed Bayesian Optimization |
Dec 01, 2021 |
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Python |
106 |
Safe Bayesian Optimization |
Oct 11, 2022 |
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Python |
2 |
Bayesian Optimization examples |
Jul 04, 2022 |
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Python |
65 |
Python library for stochastic numerical optimization |
Jul 23, 2022 |
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Python |
4 |
Code for the paper Decentralized Stochastic Cooperative Bandits (Martínez-Rubio et al.) |
Apr 11, 2022 |
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Jupyter Notebook |
25 |
A Bayesian global optimization package for material design ｜ Adaptive Learning | Active Learning |
May 19, 2023 |
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Python |
24 |
Benchmark functions for Bayesian optimization. |
Mar 15, 2023 |
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Julia |
27 |
Implementations of stochastic optimization algorithms and solvers |
Jul 22, 2022 |
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Python |
9 |
Nonlinear and Stochastic Optimization. https://ndcbe.github.io/CBE60499/ |
Mar 08, 2023 |
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MATLAB |
7 |
Optimization Problems Toolbox |
May 07, 2023 |
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Python |
31 |
Statistical adaptive stochastic optimization methods |
Jan 27, 2021 |
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Python |
136 |
Robust Stochastic Optimization Made Easy |
Aug 16, 2022 |
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Jupyter Notebook |
2 |
Splitting in Stochastic optimization work |
Sep 28, 2020 |
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Python |
49 |
Bayesian Optimization and Grid Search for xgboost/lightgbm |
May 08, 2023 |
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Python |
3 |
Toolbox for quadratic binary optimization |
Apr 26, 2023 |
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MATLAB |
3 |
MATLAB toolbox for optimization modeling |
May 10, 2022 |
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Python |
2 |
MOSEK Optimization Toolbox for MATLAB. |
Dec 02, 2023 |
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Jupyter Notebook |
2349 |
Bayesian optimization in PyTorch |
Aug 31, 2022 |
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Python |
1506 |
Spearmint Bayesian optimization codebase |
Apr 19, 2023 |
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Jupyter Notebook |
2 |
Bayesian optimization in PyTorch |
Jul 16, 2022 |
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None |
3 |
Bayesian optimization in PyTorch |
Nov 20, 2021 |
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Python |
259 |
Bayesian Optimization using GPflow |
Mar 24, 2023 |
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Python |
10 |
Projective Preferential Bayesian Optimization |
Jul 05, 2022 |
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Python |
6 |
Coordinate Backoff Bayesian Optimization |
Dec 10, 2021 |
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C++ |
4 |
Stochastic Trajectory Optimization for Motion Planning (STOMP) |
Apr 26, 2022 |
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Python |
2 |
Repository for Stochastic Optimization Solvers Benchmark code |
Mar 10, 2023 |
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Python |
2 |
Repository for Stochastic Optimization Solvers Benchmark code |
Apr 27, 2023 |
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C++ |
5 |
Stochastic optimization model for hidrothermal scheduling problems. |
Jul 04, 2023 |
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Python |
49 |
PHYSBO -- optimization tools for PHYsics based on Bayesian Optimization |
May 08, 2023 |
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R |
5 |
Reinforcement Learning and Bayesian Optimization for Hierarchical Search Space Optimization and Longitudinal Decision |
Jan 08, 2023 |
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Python |
2 |
Chemical Kinetic Bayesian Inference Toolbox |
Nov 07, 2021 |