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[Train] [Tune] When using Train with Tune, a `logdir` is created that's not the one specified by the user bug good first issue P3 triage train

#25474 opened Jun 4, 2022 by VishDev12

8

[RLlib] Contributing wish list good first issue enhancement

#25044 opened May 20, 2022 by christy

[AIR] Add a `reconfigure` option to `ModelWrapperDeployment` good first issue enhancement P3 air

#24869 opened May 17, 2022 by amogkam

1

[Autoscaler][Logs][minor] bug good first issue P2 triage

#24807 opened May 14, 2022 by DmitriGekhtman

2

[tune] `progress_reporter.py` is messy and should be cleaned up good first issue tune P2

#24604 opened May 9, 2022 by krfricke

2

[RLlib] Finish go/rllib-perf dashboard good first issue enhancement P1 rllib

#24318 opened Apr 28, 2022 by gjoliver

[RLlib] Support Graph input batches good first issue enhancement P2 rllib-models

#23886 opened Apr 13, 2022 by gjoliver

[Bug] `policies_to_train` throws incorrect/confusing error message when passed an empty list. bug good first issue P2 rllib rllib-multi-agent

#23646 opened Mar 31, 2022 by nyielding

5

[runtime env] `zip_directory` `excludes` parameter doesn't work with absolute paths bug good first issue P2

#23473 opened Mar 24, 2022 by architkulkarni

5

[Bug] autoscaler.sdk.request_resources input is not validated bug good first issue P1 infra

#23166 opened Mar 14, 2022 by DmitriGekhtman

2

[Feature] Improve the deployment initialization's exception handler good first issue enhancement serve

#22418 opened Feb 16, 2022 by cin-duke

4

AttributeError raised when using response_model in FastAPI route decorator good first issue P2 serve

#21744 opened Jan 20, 2022 by willfrey

7

[RLlib] Moving all Envs to have the c'tor signature good first issue feature request rllib

#21611 opened Jan 14, 2022 by avnishn

1

[train] fix scalability of `JsonLoggerCallback` good first issue P2 train

#21416 opened Jan 6, 2022 by matthewdeng

6

[Bug] BasicVariantGenerator not compatible with Repeater bug good first issue P2

#19879 opened Oct 29, 2021 by smonsays

5

[Serve] Warn if deployments have gcs uris and is checkpointed to external kv. good first issue P1 serve

#19854 opened Oct 28, 2021 by simon-mo

1

[RLlib] Deprecate Internally Maintained Probability Distributions In Favor Of Native TFP And torch.distributions Solutions good first issue enhancement P3

#19725 opened Oct 26, 2021 by avnishn

[Feature] Support Sigopt for Tune standard space definitions good first issue enhancement tune P2

#19018 opened Sep 30, 2021 by mathetes87

8

[serve] Feature request: timeout or max_retries to limit the time spent waiting for a deployment to complete good first issue P2 serve

#18432 opened Sep 8, 2021 by edoakes

1

Ray kill actor API is a GET request bug good first issue dashboard

#18411 opened Sep 7, 2021 by tchordia

3

[Datasets] Add Feather IO layer to Ray Datasets. good first issue enhancement P2 size:small datasets

#17185 opened Jul 19, 2021 by clarkzinzow

3

[tune] Clarify documentation around using different resource requirements across trials good first issue enhancement tune P2 usability docs

#17088 opened Jul 14, 2021 by seyuboglu

[RLlib] Policy weights overwritten in self-play bug good first issue P2 rllib

#16718 opened Jun 28, 2021 by george-skal

3

[RLlib] 'RNNModel' object has no attribute 'base_model' (for curiosity) bug good first issue P2 rllib

#16505 opened Jun 17, 2021 by zzchuman

2

why shm_avail should be greater than object_store_memory good first issue triage

#16308 opened Jun 8, 2021 by hahazhky

3

[Core] `parallel_memcopy` creates / destroys threads every time it is called good first issue enhancement needs-repro-script

#15656 opened May 6, 2021 by rkooo567

DeprecationWarning raised while starting ray with --no-redirect-output bug good first issue P2 windows docs

#15501 opened Apr 25, 2021 by adamasstokhorst

Feature Request: Python API to get current Ray cluster information good first issue enhancement P2

#14998 opened Mar 29, 2021 by franklsf95

3

[Autoscaler] AWS setup commands hardcodes pip bug good first issue P2 infra

#14963 opened Mar 27, 2021 by wuisawesome

[core] How to obtain memory occupied by object ref? good first issue enhancement P2

#14250 opened Feb 22, 2021 by Hoeze

6

optimization: Client blocks on releasing references due to detached actor race condition good first issue enhancement P3

#14137 opened Feb 16, 2021 by barakmich

[RFC] More programmable API that has same output as `ray memory` command good first issue enhancement RFC

#13792 opened Jan 29, 2021 by YarShev

4

Unify linting of clang-format and *.proto files good first issue enhancement

#13465 opened Jan 14, 2021 by barakmich

dashboard crashes on KeyboardInterrupt with gRPC error "Deadline Exceeded" bug good first issue P2 dashboard

#13122 opened Dec 30, 2020 by alifaki077

1

[core] Python class variables not updating between all remote instances of the class good first issue enhancement docs

#12977 opened Dec 18, 2020 by blueplastic

3

Canonicalize the python lint options good first issue enhancement

#12801 opened Dec 11, 2020 by barakmich

[Core] Ray.get(timeout=0) doesn't work bug good first issue P2

#12680 opened Dec 8, 2020 by rkooo567

Ray dashboard_url and prom_discovery.json files not scoped to session dir good first issue enhancement P3

#12662 opened Dec 8, 2020 by simon-mo

2

[Autoscaler] Add option to force setup_commands to re-run good first issue enhancement P2 infra

#12325 opened Nov 23, 2020 by amogkam

[logging] Use 'warnings.warn' appropriately good first issue enhancement P2 fix-error-msg

#12060 opened Nov 17, 2020 by richardliaw

6

[tune] Resume fails when using Repeater if last trial before resume is incomplete bug good first issue tune P2

#11918 opened Nov 10, 2020 by ag-tcm

2

[autoscaler] Ability to hide output of rsync and setup_commands good first issue enhancement infra

#11840 opened Nov 5, 2020 by mkoh-asapp

Use Pathlib instead of strings in Autoscaler good first issue enhancement P2

#11633 opened Oct 26, 2020 by ijrsvt

1

[Dashboard] Dashboard should show which node is a head node. good first issue enhancement P2 dashboard

#11625 opened Oct 26, 2020 by rkooo567

2

[core] ray stop should support `--address` good first issue enhancement P2 infra

#11509 opened Oct 20, 2020 by richardliaw

3

[autoscaler] Add unit tests for sdk.py good first issue enhancement P3 infra

#10903 opened Sep 19, 2020 by ericl

[core] Improve signature.py error message bug good first issue P2 fix-error-msg

#9548 opened Jul 17, 2020 by richardliaw

3

[rllib] h5 export format is not supported good first issue enhancement P3 rllib

#9316 opened Jul 6, 2020 by mcrowson

9

Ray Dashboard Head-node CLI [autoscaler] good first issue enhancement P2

#8450 opened May 14, 2020 by nollied

3

Support TPUs across all of Ray good first issue enhancement P2

#8260 opened Apr 30, 2020 by richardliaw

4

[ui] More metadata for the task timeline good first issue enhancement P3

#8050 opened Apr 16, 2020 by stephanie-wang

[tune] Support for config to (optionally) be an argparse.Namespace? good first issue P3 tune

#8006 opened Apr 13, 2020 by richardliaw

1

Ray has both ray.util and ray.utils, which is confusing. good first issue P3

#7787 opened Mar 28, 2020 by robertnishihara

5

[docs] Issue on `profiling.rst` good first issue docs

#7735 opened Mar 25, 2020 by simon-mo

1

Awesome: algorithm selection helper & diagrams good first issue enhancement P2

#7722 opened Mar 24, 2020 by drozzy

1

[Suggestion] Use versioneer to create the version string for Ray good first issue enhancement P3

#7639 opened Mar 17, 2020 by devin-petersohn

Don't run Java or sanitizer tests when only Python changes. good first issue P3

#6992 opened Jan 31, 2020 by robertnishihara

The remote_function.options is not documented. good first issue P3

#6699 opened Jan 5, 2020 by robertnishihara

1

ray.wait's num_returns should not fail if num_returns > len(results) good first issue enhancement P3

#6667 opened Jan 2, 2020 by idantene

4

[tune] Estimate timing good first issue enhancement P3 tune

#6618 opened Dec 27, 2019 by richardliaw

1

[tune] [serve] Don't use daemon threads good first issue enhancement P3 tune

#6421 opened Dec 10, 2019 by edoakes

1

Suggested improvement: calling remote actors good first issue

#6163 opened Nov 14, 2019 by alexcoca

1

[rllib] Figure out why DDPG refactor caused exploding Q values, undo revert good first issue P3 rllib

#5639 opened Sep 5, 2019 by ericl

3

Give better error message if plasma client raises a SIGBUS signal good first issue enhancement P2

#5543 opened Aug 26, 2019 by pcmoritz

[tune] saving mechanism and PBT good first issue P3 tune

#5312 opened Jul 30, 2019 by morgangiraud

11

[Feature request] Also expose python function after decorating with ray.remote good first issue P3

#4981 opened Jun 14, 2019 by llan-ml

3

__module__ can be None good first issue P3

#4758 opened May 10, 2019 by simon-mo

3

[autoscaler] Add tests that mock endpoints for AWS, GCE good first issue P3 infra

#4303 opened Mar 8, 2019 by richardliaw

1

Should not ignore "AttributeError" good first issue P3

#3820 opened Jan 22, 2019 by suquark

[rllib] Should report all losses in metrics bug good first issue P3 rllib

#3495 opened Dec 7, 2018 by ericl

4

[tune] Support nesting grid_search in lambdas good first issue enhancement tune P2

#3466 opened Dec 4, 2018 by gehring

12

Backend timing statements should be made type safe. good first issue enhancement P3

#3341 opened Nov 16, 2018 by robertnishihara

3

Tasks with max_calls=1 may not show up in the task timeline. bug good first issue

#3274 opened Nov 7, 2018 by robertnishihara

4

Chrome tracing task timeline visualization incorrect when multiple nodes are simulated on a single node. bug good first issue

#3254 opened Nov 6, 2018 by robertnishihara

Methods on actors inherited from built-in classes are not visible bug good first issue P3

#278 opened Feb 15, 2017 by rshin

1