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673 commits

Author SHA1 Message Date
Eric Liang
fbc545c03b
[rllib] Support parallel, parameterized evaluation (#6981) 
* eval api

* update

* sync eval filters

* sync fix

* docs

* update

* docs

* update

* link

* nit

* doc updates

* format
 2020-02-01 22:12:12 -08:00
Yutai Zhou
9b6794cbb0
[rllib] updated policy definition link (#6989) 2020-01-31 16:22:11 -08:00
Edward Oakes
4a78b60cf7
Remove link to meetup RSVP from docs (#6995) 2020-01-31 11:32:50 -08:00
Ameer Haj Ali
b8135da122
Adding dependencies for scikit-learn in travis (#6969) 
* Revert "Revert "Support of scikit-learn with ray joblib backend (#6925)" (#6957)"

This reverts commit 86100bc119.

* adding scikit-learn to dependencies
 2020-01-30 09:46:54 -08:00
Simon Mo
1e3a34b223
Rewrite the async api documentation (#6936) 
* Rewrite the async api documentation

* Apply suggestions from code review

Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>

* clearify comment

* Add quickstart

* Add reference for async in ray.get ray.wait docstring

Co-authored-by: Edward Oakes <ed.nmi.oakes@gmail.com>
 2020-01-30 09:34:09 -08:00
Richard Liaw
5ab395236b
[tune] Experiment stopping API (#6886) 2020-01-30 00:34:08 -08:00
Simon Mo
5bdfc50bf6
Update the macos wheel name (#6961) 2020-01-29 15:23:43 -08:00
Eric Liang
86100bc119
Revert "Support of scikit-learn with ray joblib backend (#6925)" (#6957) 
This reverts commit a7ecda6017.
 2020-01-29 14:56:09 -08:00
Richard Liaw
037aa2b961
[sgd] Refactor PyTorch SGD Documentation. (#6910) 
* Refactor documentation and directory structurre

* update loss

* ,ore examples

* fix comments

* more code

* svgs

* formatting

* more_docs

* more writing

* comments ready

* move

* whitespace

* examples

* fix

* bold

* pytorch

* batch

* fix

* fix test

* Apply suggestions from code review

* quarantinegp

* tests/

* fix missing
 2020-01-29 08:51:01 -08:00
Edward Oakes
bfaee49880
Add 0.8.1 release test results (#6943) 2020-01-28 14:14:33 -08:00
Ameer Haj Ali
81238945b9 Update index.rst (#6935) 2020-01-27 18:35:48 -06:00
Eric Liang
e659699ca9
[tune] Fix directory naming regression (#6839) 2020-01-27 15:53:40 -08:00
Richard Liaw
e0078a0d78
[autoscaler][minor] default -> latest_dlami (#6922) 
* config

* latest

* Update python/ray/autoscaler/aws/config.py
 2020-01-27 14:34:07 -08:00
Ameer Haj Ali
a7ecda6017 Support of scikit-learn with ray joblib backend (#6925) 2020-01-27 15:00:00 -06:00
Ujval Misra
ed9de8b2fa [tune] Expose progress reporter to users (#6915) 
* Pluggable progress reporter

* Fix types

* Fix bug, address comments

* lint

* Add convenience function and test

* lint

* Use trials instead of trial_runner

* Add docs

* Update docs

* Fix doc examples

* More doc updates

* Address comments, add configurable frequency

* use reward
 2020-01-25 12:28:05 -08:00
Eric Liang
6bb30c9f1b fix links (#6883) 2020-01-22 01:06:07 -08:00
Richard Liaw
2b0e93586f
[autoscaler] Auto-replace "DEFAULT" with most recent DLAMI (#6848) 
* try_this

* fix

* actual fix

* default
 2020-01-21 13:54:04 -08:00
Frank Röder
dac6268c5b [tune] Fix broken link in Tune User Guide (#6866) 2020-01-21 10:21:14 -08:00
Sven Mika
c957ed58ed [RLlib] Implement PPO torch version. (#6826) 2020-01-20 23:06:50 -08:00
Eric Liang
14016535a5
[rllib] Add TF and Torch icons to show which are available for each algo (#6869) 2020-01-20 15:22:21 -08:00
Philipp Moritz
96e2c1ae74
[Projects] Add small tutorial for projects (#6641) 2020-01-20 09:33:41 -08:00
Richard Liaw
341ddd0a09
[tune] Default to TensorboardX and include in requirements. (#6836) 2020-01-19 01:49:33 -08:00
Eric Liang
a229bdf272
[rllib] Deprecate custom preprocessors (#6833) 
* deprecation warnings

* add log warn

* fix test
 2020-01-18 23:30:09 -08:00
Richard Liaw
8a9bd18606
[tune] Remove keras dependency (#6827) 2020-01-18 23:24:42 -08:00
Richard Liaw
c9a1810392
[doc] Add meetup link (temporary) (#6835) 2020-01-18 17:53:47 -08:00
Sven Mika
7659cae3ba [RLlib] Add PG torch regression test (#6828) 
* Add PG torch regression test to tuned_examples/regression_tests dir.

* Rename cartpole-pg.yaml into cartpole-pg-tf.yaml

* cartpole-pg-tf.yaml: Change cartpole-pg name of tuned_example to cartpole-pg-tf.
 2020-01-18 15:57:12 -08:00
Justin Terry
97bf79917c [RLlib] Update MADDPG example repo to maintained fork (#6831) 2020-01-18 13:08:27 -08:00
Sven Mika
e6227082bd [RLlib] Add torch flag to train.py (#6807) 2020-01-17 18:48:44 -08:00
Ameer Haj Ali
9f9c3f5026 adding context parameter for pool with a warning for not being supported (#6776) 2020-01-17 16:57:18 -06:00
Richard Liaw
a3a268435f
[docs] Edit survey links (#6777) 2020-01-17 11:52:04 -08:00
Richard Liaw
232be5a058
[sgd] fault tolerance for pytorch + revamp documentation (#6465) 2020-01-16 18:38:27 -08:00
Michael Luo
e5dded917c SAC site changes (#6759) 2020-01-09 18:13:42 -08:00
Sven
60d4d5e1aa Remove future imports (#6724) 
* Remove all __future__ imports from RLlib.

* Remove (object) again from tf_run_builder.py::TFRunBuilder.

* Fix 2xLINT warnings.

* Fix broken appo_policy import (must be appo_tf_policy)

* Remove future imports from all other ray files (not just RLlib).

* Remove future imports from all other ray files (not just RLlib).

* Remove future import blocks that contain `unicode_literals` as well.
Revert appo_tf_policy.py to appo_policy.py (belongs to another PR).

* Add two empty lines before Schedule class.

* Put back __future__ imports into determine_tests_to_run.py. Fails otherwise on a py2/print related error.
 2020-01-09 00:15:48 -08:00
Eric Liang
69c5a2bc3c
Warn if OMP_NUM_THREADS is set (#6729) 2020-01-08 14:59:07 -08:00
Frithjof
872a3522aa Add machinable to list of projects using Tune (#6737) 2020-01-07 15:10:17 -08:00
Eric Liang
a6c8c342b7
Better document guarantees provided by par iter API (#6726) 
* update

* Update doc/source/iter.rst

Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>

* Update doc/source/iter.rst

Co-Authored-By: Edward Oakes <ed.nmi.oakes@gmail.com>

Co-authored-by: Edward Oakes <ed.nmi.oakes@gmail.com>
 2020-01-07 14:41:50 -08:00
Robert Nishihara
5e43b25e8c
Document fault tolerance behavior. (#6698) 2020-01-06 22:34:06 -08:00
Simon Mo
6285851743
Add sphinx copy button (#6694) 
* Add sphinx copy button

* Update requirements-doc.txt

Co-authored-by: Robert Nishihara <robertnishihara@gmail.com>
 2020-01-04 19:31:49 -06:00
Ujval Misra
ca651af1d7 [tune] Async restores and S3/GCP-capable trial FT (#6376) 
* Initial commit for asynchronous save/restore

* Set stage for cloud checkpointable trainable.

* Refactor log_sync and sync_client.

* Add durable trainable impl.

* Support delete in cmd based client

* Fix some tests and such

* Cleanup, comments.

* Use upload_dir instead.

* Revert files belonging to other PR in split.

* Pass upload_dir into trainable init.

* Pickle checkpoint at driver, more robust checkpoint_dir discovery.

* Cleanup trainable helper functions, fix tests.

* Addressed comments.

* Fix bugs from cluster testing, add parameterized cluster tests.

* Add trainable util test

* package_ref

* pbt_address

* Fix bug after running pbt example (_save returning dir).

* get cluster tests running, other bug fixes.

* raise_errors

* Fix deleter bug, add durable trainable example.

* Fix cluster test bugs.

* filelock

* save/restore bug fixes

* .

* Working cluster tests.

* Lint, revert to tracking memory checkpoints.

* Documentation, cleanup

* fixinitialsync

* fix_one_test

* Fix cluster test bug

* nit

* lint

* Revert tune md change

* Fix basename bug for directories.

* lint

* fix_tests

* nit_fix

* Add __init__ file.

* Move to utils package

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2020-01-02 20:40:53 -08:00
Harrison Feng
57061a15cf [docs] configure.rst with --num-cpus (#6678) 
--num-cpus -> --num-gpus

Signed-off-by: Harrison Feng <feng.harrison@gmail.com>
 2020-01-02 20:33:41 -08:00
Eric Liang
895f2727fb
Add experimental parallel iterators API (#6644) 2020-01-02 13:45:26 -08:00
Robert Nishihara
d2c6457832
Remove public facing references to --redis-address. (#6631) 2019-12-31 13:21:53 -08:00
Michael Luo
1cb335487e SAC for Mujoco Environments (#6642) 2019-12-31 00:16:54 -08:00
Philipp Moritz
735f282494
Use 0.9.0.dev0 as the version tag (#6630) 2019-12-30 10:14:07 -08:00
Richard Liaw
646643a588
[doc] remove redundant PS example (#6634) 2019-12-29 20:54:42 -08:00
Edward Oakes
2a66529fb7
Add multiprocessing.Pool API (#6194) 2019-12-29 21:40:58 -06:00
Eric Liang
677004ee3d
Add 'ray stat' command for debugging (#6622) 
* wip

* wip

* wip

* iterate

* move

* fix thread safety
 2019-12-28 14:40:32 -08:00
Robert Nishihara
96f2f8ff10 Stop testing Python 2.7 and building Python 2.7 wheels. (#6601) 2019-12-27 20:47:49 -08:00
Robert Nishihara
8724e5ffd5 Start WebUI by default. (#6493) 2019-12-27 13:49:07 -08:00
zhu-eric
65297e65f0 Experimental Actor Pool (#6055) 
* mod_table

* Example fix for gallery

* lint

* nit

* nit

* fix

* gallery

* remove table for now

* training, object store, tune, actors, advanced

* start tf code

* first cut tf

* yapf

* pytorch

* add torch example

* torch

* parallel

* tune

* tuning

* reviewsready

* finetune

* fix

* move_code

* update conf

* compile

* init hyperparameter

* Start images

* overview

* extra

* fix

* works

* update-ps-example

* param_actor

* fix

* examples

* simple

* simplify_pong

* flake8 and run hyperopt

* add comments

* add comments

* add suggestion

* add suggestion

* suggestions

* add suggestion

* add suggestions

* fixed in wrong area

* last edit

* finish changes

* add line

* format

* reset

* tests and docs

* fix tests

* bazelify

Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
 2019-12-26 14:35:10 -08:00