pybobyqa vs probnum

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pybobyqa		probnum
	Project
1	Mentions	2
71	Stars	425
-	Growth	2.6%
5.8	Activity	5.8
19 days ago	Latest Commit	about 1 month ago
Python	Language	Python
GNU General Public License v3.0 only	License	MIT License

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.

pybobyqa

Posts with mentions or reviews of pybobyqa. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-28.

Gradient-Free-Optimizers A collection of modern optimization methods in Python
9 projects | news.ycombinator.com | 28 Feb 2021

I've used this, and it works nicely: https://github.com/numericalalgorithmsgroup/pybobyqa. I'd be happy if it were added to your project, then I could just use yours and have access to a bunch of alternatives with the same API.

probnum

Posts with mentions or reviews of probnum. We have used some of these posts to build our list of alternatives and similar projects.

probabilistic-numerics/probnum ProbNum implements probabilistic numerical methods in Python
1 project | /r/Python | 3 Feb 2021
ProbNum implements probabilistic numerical methods in Python
1 project | news.ycombinator.com | 2 Feb 2021

What are some alternatives?

When comparing pybobyqa and probnum you can also consider the following projects:

Hyperactive - An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

tf-quant-finance - High-performance TensorFlow library for quantitative finance.

nvidia-modulus-airfoil-optimisation - Using NVIDIA modulus for airfoil optimizations at different angles.

prima - PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell.

Keras - Deep Learning for humans

PyGenetic - A multi-purpose genetic algorithm written in python

iheartla - compilable markdown for linear algebra

WaveNCC - An app to compute the normalization coefficients of a given set of orthogonal 1D complex wave functions.

Gradient-Free-Optimizers - Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

BayesianOptimization - A Python implementation of global optimization with gaussian processes.

Code-for-Numerical-Analysis-Executed-in-FORTRAN-and-MATLAB - This is a Git repository containing code for a numerical analysis lab using Fortran and MATLAB