question-mark
Stuck on an issue?

Lightrun Answers was designed to reduce the constant googling that comes with debugging 3rd party libraries. It collects links to all the places you might be looking at while hunting down a tough bug.

And, if you’re still stuck at the end, we’re happy to hop on a call to see how we can help out.

Add missing sampler and pruner classes to a tutorial page

See original GitHub issue

Efficient Optimization Algorithms tutorial provides lists of samplers/pruners implemented in Optuna. However a few classes are not on the list. It would be great to mention them comprehensively from the tutorial pages for Optuna users.

More concretely, please add the following entries to the tutorial page.

Samplers

  • optuna.samplers.PartialFixedSampler
  • optuna.samplers.NSGAIISampler

Pruners

  • optuna.pruners.PatientPruner
  • optuna.pruners.PercentilePruner

Issue Analytics

  • State:closed
  • Created 2 years ago
  • Comments:8 (4 by maintainers)

github_iconTop GitHub Comments

1reaction
masaaldoseycommented, Nov 7, 2021

@nzw0301 thanku for being patient with me. have made the necessary changes and opened a pull request. hope to be quick from next time 😃

0reactions
nzw0301commented, Nov 3, 2021

So I’m afraid that I do not review #3076 at this moment. However, if @l-e-e-l-a allowed you to take over this issue from him, I’d like to review it. Thank you for your understanding!

Read more comments on GitHub >

github_iconTop Results From Across the Web

optuna.samplers — Optuna 3.0.4 documentation
User-Defined Sampler tutorial could be helpful if you want to implement your own sampler classes. RandomSampler. GridSampler. TPESampler. CmaEsSampler.
Read more >
Pruning in Keras example | TensorFlow Model Optimization
In the comprehensive guide, you can see how to prune some layers for model accuracy improvements.
Read more >
Bagging and Random Forest for Imbalanced Classification
How to use Random Forest with class weighting and random ... creating new bootstrap samples and fitting and adding trees to the sample...
Read more >
R Decision Trees - A Tutorial to Tree Based Modeling in R
All the missing values are taken as a single class which facilitates merging with another class. For finding the significant variable, we make...
Read more >
A tutorial on conducting genome‐wide association studies
In addition to the illustration of standard GWAS, we will also show how to apply polygenic risk score (PRS) analysis. PRS does not...
Read more >

github_iconTop Related Medium Post

No results found

github_iconTop Related StackOverflow Question

No results found

github_iconTroubleshoot Live Code

Lightrun enables developers to add logs, metrics and snapshots to live code - no restarts or redeploys required.
Start Free

github_iconTop Related Reddit Thread

No results found

github_iconTop Related Hackernoon Post

No results found

github_iconTop Related Tweet

No results found

github_iconTop Related Dev.to Post

No results found

github_iconTop Related Hashnode Post

No results found