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Inconsistent Dynamic Parameter Handling in Optuna Ask-Tell Interface with Conditional Trials
bug
Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#5439
opened May 9, 2024 by
Djkmarco
Use CPU-only PyTorch wheels on GitHub Actions
code-fix
Change that does not change the behavior, such as code refactoring.
contribution-welcome
Issue that welcomes contribution.
#5410
opened Apr 22, 2024 by
c-bata
Enhance Change that does not change the behavior, such as code refactoring.
contribution-welcome
Issue that welcomes contribution.
plot_parallel_coordinate()
by eliminating redundant for-loops
code-fix
#5409
opened Apr 22, 2024 by
c-bata
Duration of iteration increases as the number of iterations increase, with distributed optimization.
bug
Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#5397
opened Apr 16, 2024 by
jt269
Is there any plan for Maximal Update Parametrization support ?
feature
Change that does not break compatibility, but affects the public interfaces.
#5388
opened Apr 11, 2024 by
starlitsky2010
Support multi-objective CMA-ES (MOCMAES) sampling algorithm
feature
Change that does not break compatibility, but affects the public interfaces.
#5375
opened Mar 29, 2024 by
hnanacc
Returning Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
float("inf")
failed with MOTPE
bug
#5374
opened Mar 29, 2024 by
gen740
Implement Delta Lake as storage backend
feature
Change that does not break compatibility, but affects the public interfaces.
#5350
opened Mar 21, 2024 by
pfwnicks
Support for duckdb
feature
Change that does not break compatibility, but affects the public interfaces.
#5349
opened Mar 20, 2024 by
jerome-f
Replace the hyperlinks of integration files to ones in Documentation related.
optuna-integration
or move them to integration docs
document
#5347
opened Mar 19, 2024 by
nzw0301
Nested studies for Nested Cross-Validation Support
feature
Change that does not break compatibility, but affects the public interfaces.
#5321
opened Mar 15, 2024 by
Jose-Verdu-Diaz
Add a new class called Change that does not break compatibility, but affects the public interfaces.
StudyJoblib
feature
#5301
opened Mar 10, 2024 by
cheginit
Improvement to multivariate TPESampler when the union search space is different from the intersection search space
feature
Change that does not break compatibility, but affects the public interfaces.
#5299
opened Mar 7, 2024 by
larsbratholm
Add a way to make the behavior of Optuna Terminator deterministic.
feature
Change that does not break compatibility, but affects the public interfaces.
#5297
opened Mar 6, 2024 by
eukaryo
Support curved line parallel coordinate plot
feature
Change that does not break compatibility, but affects the public interfaces.
needs-discussion
Issue/PR which needs discussion.
#5287
opened Feb 29, 2024 by
Alnusjaponica
Add examples of newly added feature to the documents
document
Documentation related.
#5286
opened Feb 29, 2024 by
Alnusjaponica
Multi-criteria decision making
feature
Change that does not break compatibility, but affects the public interfaces.
#5284
opened Feb 28, 2024 by
Mahdibrahim
Fixing potential unbound local variable in Change that does not change the behavior, such as code refactoring.
Study._optimize_sequential
code-fix
#5280
opened Feb 26, 2024 by
lumip
Feature Request: Multi-Objective Reporting and Pruning
feature
Change that does not break compatibility, but affects the public interfaces.
#5268
opened Feb 22, 2024 by
bionicles
5 tasks
UnicodeDecodeError in optuna 3.5.0 with db.sqlite3 storage
enhancement
Change that does not break compatibility and not affect public interfaces, but improves performance.
#5248
opened Feb 13, 2024 by
HDembinski
Sorting Error in find_max_value_trial()
bug
Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#5231
opened Feb 7, 2024 by
unolife
TypeError: '<' not supported between instances of 'NoneType' and 'int'
bug
Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#5226
opened Feb 5, 2024 by
yancychy
LightGBMTuner does not reproduce with a machine epsilon error
bug
Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
CI
Continuous integration.
#5216
opened Jan 31, 2024 by
nabenabe0928
Non-deterministic test: float comparisons in some tests make them flaky
bug
Issue/PR about behavior that is broken. Not for typos/examples/CI/test but for Optuna itself.
#5209
opened Jan 28, 2024 by
pkoz
Add CI settings to check Issue that welcomes contribution.
feature
Change that does not break compatibility, but affects the public interfaces.
optuna.visualization.matplotlib
module is available without plotly
contribution-welcome
#5205
opened Jan 26, 2024 by
c-bata
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