Comments (1)
jrapin
commented on July 30, 2024
Thanks for notifying this. The API of the bayesian-optimization package has indeed changed. I have set the requirement to version 0.6.0 (old one) for now as a quickfix.
A few remarks on the code:
instead of setting qr="lhs", you could have instanciated recastlib.LBO instead. qr should probably be set to private.
I would strongly discourage using the _optimization_function private method of the recast algorithms. They are the only ones having this method, and it's mostly a hack to be able to provide an ask and tell interface for algorithms implemented in external packages without this interface.
Seems like the new version of the bayesian-optimization package supports ask and tell by the way, so hopefully we will have time to reimplement the nevergrad overlay, and _optimization_function may just disappear.
I am closing this, and opening an new issue for upgrading to bayesian-optimization 1.0.0 (we probably won't have time internally to deal with this before a couple of weeks though :( )
from nevergrad.
Related Issues (20)
- TypeError: HiPlot generation failing when optimizing TransitionChoice
- Example powersystem.py doesn't work at all HOT 1
- How to perform an equality constraint HOT 2
- Bounds check error in log scalar
- Several import errors when testing each optimizer, and false warnings about budget HOT 1
- cannot import name 'just_fix_windows_console' from 'colorama' HOT 1
- OverflowError in nevergrad/optimization/utils.py
- GitHub tag vs PyPI release version and next release version HOT 1
- Best way to handle an asked candidate for which the loss calculation failed user-side HOT 1
- Warning thrown when using register_cheap_constraint with lambda function HOT 2
- Depreciation warning from numpy HOT 1
- Incorrect code blocks in doc
- examples of DE algorithm HOT 1
- Constraints don't work HOT 11
- NGOptRW stuck on high num_workers HOT 4
- When using NGOpt, Print the selected Optimizer HOT 6
- CMandAS3 errors and warnings depending on number of workers and parameters HOT 3
- Parallelization of Objective Function HOT 3
- Constrained Optimization - penalty within tell method HOT 2
- Documentation Bug: Examples - Nevergrad for Machine Learning HOT 1
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from nevergrad.