Recast/Detour VS BayesOpt

Compare Recast/Detour vs BayesOpt and see what are their differences.

BayesOpt

BayesOpt: A toolbox for bayesian optimization, experimental design and stochastic bandits. (by rmcantin)
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Recast/Detour BayesOpt
14 1
6,222 379
0.8% -
7.4 1.1
4 days ago about 1 year ago
C++ C++
zlib License GNU Affero General Public License v3.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Recast/Detour

Posts with mentions or reviews of Recast/Detour. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-20.

BayesOpt

Posts with mentions or reviews of BayesOpt. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-06.
  • The Evolutionary Computation Methods No One Should Use
    3 projects | /r/optimization | 6 Jan 2023
    Very interesting to see how wide spread this is. Stumbled upon it myself by accident when comparing my algorithm to a popular Bayesian optimisation algorithm (https://github.com/rmcantin/bayesopt). Almost every run it would sample the exact centre of the optimisation space. At first I was blown away by the performance until I found it suspicious that the precise optimum was found so often. Shifting the optimum away from the centre greatly reduced the algorithms performance.

What are some alternatives?

When comparing Recast/Detour and BayesOpt you can also consider the following projects:

AI-Toolbox - A C++ framework for MDPs and POMDPs with Python bindings

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

Genann - simple neural network library in ANSI C

tensorflow - An Open Source Machine Learning Framework for Everyone

btsk - Behavior Tree Starter Kit

ANNetGPGPU - A GPU (CUDA) based Artificial Neural Network library

tiny-cnn - header only, dependency-free deep learning framework in C++14

CNTK - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit