Commit Graph

9708 Commits

Author SHA1 Message Date
Matthias
e4caccc353
Merge pull request #7367 from freqtrade/add-continual-learning
add continual learning to catboost and friends
2022-09-10 20:17:28 +02:00
Timothy Pogue
d8cdd92140 wrap background cleanup in finally, add tests 2022-09-10 11:47:21 -06:00
Wagner Costa Santos
311ae8bf1f freqai backtesting - add startup_candle_count at function description 2022-09-10 14:45:42 -03:00
Emre
60eb02bb62
Add XGBoostClassifier 2022-09-10 20:13:16 +03:00
Robert Caulk
2077f84f9b
Merge pull request #7363 from wagnercosta/fixHyperoptFreqai
Fix hyperopt - freqai
2022-09-10 17:02:01 +02:00
Robert Caulk
4a47c63f71
Merge pull request #7374 from th0rntwig/filter-constant-features 2022-09-10 16:58:58 +02:00
robcaulk
10b6aebc5f enable continual learning and evaluation sets on multioutput models. 2022-09-10 16:54:13 +02:00
Wagner Costa Santos
a1f88cca80 merge develop 2022-09-10 10:35:16 -03:00
Wagner Costa Santos
79985fda01 fix backtesting freqai startup candles bug 2022-09-10 10:27:17 -03:00
Matthias
4250174de9 Fix ws exception when no token is provided 2022-09-10 14:29:58 +02:00
Matthias
b344f78d00 Improve logic for token validation 2022-09-10 14:20:49 +02:00
Matthias
5705b8759b Merge branch 'develop' into add-continual-learning 2022-09-10 08:24:04 +02:00
robcaulk
05581db4e3 ensure columns are only dropped in training 2022-09-09 20:37:21 +02:00
Matthias
939fb7acb3 Fix enum imports 2022-09-09 20:31:30 +02:00
Matthias
97be3318f4 Use Datetime_format from constants 2022-09-09 20:31:02 +02:00
Matthias
37fcbeba58 Update backtesting output wording to Entries 2022-09-09 19:58:55 +02:00
Timothy Pogue
6cbc03a96a support jwt token in place of ws token 2022-09-09 11:38:42 -06:00
robcaulk
a826c0eb83 ensure signatures match, reduce verbosity 2022-09-09 19:30:53 +02:00
Emre
acb410a0de Remove verbosity params 2022-09-09 19:30:53 +02:00
Emre
df6e43d2c5 Add XGBoostRegressorMultiTarget class 2022-09-09 19:30:53 +02:00
Emre
1b6410d7d1 Add XGBoostRegressor for freqAI, fix mypy errors 2022-09-09 19:30:53 +02:00
Timothy Pogue
09679cc798 fix dependency 2022-09-09 11:27:20 -06:00
Wagner Costa Santos
d38cc06139 Fix freqai backtesting time range issue 2022-09-09 19:27:05 +02:00
Timothy Pogue
426f8f37e9 change var names 2022-09-09 10:45:49 -06:00
Matthias
e256ebd727 Add ws_token to auto-generated config 2022-09-09 07:13:05 +02:00
Timothy Pogue
75cf8dbfe4 missed await 2022-09-08 15:11:36 -06:00
robcaulk
c5d9180758 isort 2022-09-08 22:35:52 +02:00
robcaulk
bc7295579f improve docs, make example strat hyperoptable 2022-09-08 22:22:50 +02:00
Timothy Pogue
2b9c8550b0 moved ws_schemas, first ws tests 2022-09-08 13:58:28 -06:00
Timothy Pogue
b9e7af1ce2 fix ws token auth 2022-09-08 11:25:30 -06:00
Timothy Pogue
fac6626459 update default timeouts 2022-09-08 10:54:31 -06:00
Timothy Pogue
b3b0c918d9 cleanup old code 2022-09-08 10:44:03 -06:00
Timothy Pogue
379b1cbc90 remove unnecessary returns 2022-09-08 10:37:41 -06:00
Timothy Pogue
df3c126146 fix mypy error 2022-09-08 10:34:37 -06:00
Timothy Pogue
4104d0f68a Merge branch 'develop' into feat/externalsignals 2022-09-08 10:19:23 -06:00
Matthias
883abe5b4f
Merge pull request #7379 from freqtrade/fix/keyerror_fundingfee
Fix keyerror fundingfee update
2022-09-08 12:06:52 +02:00
Matthias
9ef0ffe277 Update tests for funding-Fee exceptions 2022-09-08 07:19:17 +00:00
Matthias
791f61c089 Add test case for funding fee update failure 2022-09-08 07:13:15 +00:00
Matthias
b91ad609f2
Merge pull request #7370 from wizrds/feat/suffix-merge-informative
Add optional `suffix` parameter to `merge_informative_pair`
2022-09-08 08:08:55 +02:00
Matthias
39b6cadd14 Test keyerror case for funding_Fee calculation 2022-09-08 07:24:57 +02:00
Matthias
4e15611b05 Don't crash in case of funding fee fetch error 2022-09-08 07:18:38 +02:00
Matthias
045c3f0f3a Reduce diff by avoiding unnecessary changes 2022-09-08 07:01:37 +02:00
Matthias
f3417a8690 Revert condition sequence to simplify conditions 2022-09-08 06:59:14 +02:00
Matthias
20bf44a856
Merge pull request #7375 from freqtrade/combine-metrics
ensure inlier metric can be combined with other cleaning methods
2022-09-08 06:43:02 +02:00
Timothy Pogue
a50923f796 add producers attribute to dataprovider 2022-09-07 17:14:26 -06:00
Wagner Costa Santos
f4f2884a66 Fix freqai backtesting time range issue 2022-09-07 18:52:58 -03:00
Timothy Pogue
1ef1fc269e docstring and tests 2022-09-07 15:26:38 -06:00
Timothy Pogue
5934495dda add websocket request/message schemas 2022-09-07 15:08:01 -06:00
Wagner Costa Santos
bf3ee51167 validate freqai hyperopt with freqai enabled param 2022-09-07 14:42:05 -03:00
Matthias
f8e7ed5d7d Reduce shutdown verbosity of exchange 2022-09-07 19:28:42 +02:00
Matthias
a9fd12b816 Allow more dynamic timeframes by disabling "choice"
part of #7366
2022-09-07 19:28:42 +02:00
robcaulk
e51d352777 ensure pca is handling same DF as inlier 2022-09-07 19:11:54 +02:00
robcaulk
4c9ac6b7c0 add kwargs, reduce duplicated code 2022-09-07 18:58:55 +02:00
Timothy Pogue
5d338e697c change window to timeperiod in hybrid 2022-09-07 18:49:47 +02:00
Timothy Pogue
48cadbf933 remove duplicate line, change window to timeperiod 2022-09-07 18:49:47 +02:00
robcaulk
ea7bdac9ed ensure inlier metric can be combined with other cleaning methods 2022-09-07 18:45:16 +02:00
Matthias
322f00e3e8 Fix empty entry message if order doesn't fill immediately
closes #7368
2022-09-07 18:19:43 +02:00
th0rntwig
cdc72bf8ca Correct indexing 2022-09-07 18:14:13 +02:00
th0rntwig
047ded1baa Check for constant columns 2022-09-07 17:47:27 +02:00
Timothy Pogue
2c9b765953 add suffix parameter 2022-09-07 09:35:37 -06:00
Wagner Costa Santos
972b699105 hyperopt - freqai - change validation to config_validation 2022-09-07 11:11:31 -03:00
wagnercosta
6b7644029c
Merge branch 'freqtrade:develop' into fixHyperoptFreqai 2022-09-07 11:07:51 -03:00
Matthias
c08c82bc40
Merge pull request #7322 from freqtrade/add-inlier-metric
Add inlier metric
2022-09-07 07:05:57 +02:00
Matthias
4d69df08dd trunc to amount precision before checking valid partial exits
closes #7368
2022-09-07 06:43:08 +02:00
Matthias
95a33ab2e6 Add amount_to_contract helper in the exchange 2022-09-07 06:34:03 +02:00
Timothy Pogue
8bfaf0a998 Merge branch 'develop' into feat/externalsignals 2022-09-06 13:02:36 -06:00
Wagner Costa Santos
e0490b3efc Merge branch 'fixHyperoptFreqai' of https://github.com/wagnercosta/freqtrade into fixHyperoptFreqai 2022-09-06 15:43:08 -03:00
Wagner Costa Santos
8d16dd804d hyperopt - freqai - docs and refactoring 2022-09-06 15:42:47 -03:00
Timothy Pogue
b1c0267449 mypy fixes 2022-09-06 12:40:58 -06:00
Robert Caulk
d7585161b2
Merge branch 'develop' into add-inlier-metric 2022-09-06 20:40:21 +02:00
wagnercosta
55195260e4
Merge branch 'freqtrade:develop' into fixHyperoptFreqai 2022-09-06 15:32:28 -03:00
robcaulk
97077ba18a add continual learning to catboost and friends 2022-09-06 20:30:46 +02:00
Matthias
dc4a4bdf09 Wrap cleanup in try/finally handler
If a database has errors, the database cleanups would fail, causing
cleanup to be incomplete.

closes #7364
2022-09-06 20:26:42 +02:00
Timothy Pogue
3535aa7724 add last_analyzed to emitted dataframe 2022-09-06 12:12:05 -06:00
robcaulk
d44296783e isort datakitchen 2022-09-06 20:10:12 +02:00
robcaulk
e83c9b276d fix whitespace 2022-09-06 19:56:52 +02:00
Matthias
f2f811a2fe Fix telegram bug with open partial exit orders 2022-09-06 19:55:18 +02:00
robcaulk
4b28d0495f fix timestamping, move imports, add words to doc 2022-09-06 19:46:58 +02:00
Matthias
98ec84fca6
Merge pull request #7339 from freqtrade/fix/fundingfee_handling
Fix/fundingfee handling
2022-09-06 19:21:40 +02:00
wagnercosta
1820bc6832
Merge branch 'freqtrade:develop' into fixHyperoptFreqai 2022-09-06 10:02:17 -03:00
Matthias
3f3099cbfc
Merge pull request #7361 from italodamato/develop
fix hyperopt df preprocessing
2022-09-06 07:26:14 +02:00
Timothy Pogue
38f14349e9 move bytes decoding to serializer 2022-09-05 23:25:25 -06:00
Matthias
d526dfb171 Revert some more changes in rpc_manager 2022-09-06 07:03:31 +02:00
Matthias
4dec19de9f Add comment to explain why we use the non-trimmed DF 2022-09-06 06:52:50 +02:00
Timothy Pogue
a0d774fdc4 change default initial candle limit to 1500 2022-09-05 20:23:00 -06:00
Timothy Pogue
b949ea301c fix failed apiserver tests 2022-09-05 19:29:07 -06:00
Timothy Pogue
cd8455ccb7 Merge branch 'develop' into feat/externalsignals 2022-09-05 15:10:25 -06:00
Wagner Costa Santos
2c8e5b191b fix hyperopt - freqai 2022-09-05 17:43:55 -03:00
Wagner Costa Santos
5b826150df fix hyperopt - freqai 2022-09-05 17:43:28 -03:00
Timothy Pogue
8f261d8edf change from bytes to text in websocket, remove old logs 2022-09-05 13:47:17 -06:00
Matthias
36e5c18fa6 Don't raise exception when a message is not implemented in telegram 2022-09-05 20:54:03 +02:00
Italo
9f5642fd97 fix hyperopt df preprocessing 2022-09-05 18:12:19 +02:00
robcaulk
78d01810ed reduce code redundancy, ensure live always gets the latest data 2022-09-05 00:12:00 +02:00
Wagner Costa Santos
d43ed186fc fix issue with freqai backtesting at slice dataframe 2022-09-05 00:12:00 +02:00
Timothy Pogue
8a08f8ff8d revert rpc manager 2022-09-04 10:27:34 -06:00
Timothy Pogue
07f806a314 minor improvements, fixes, old config+constant removal 2022-09-04 10:22:10 -06:00
Timothy Pogue
1601868854 dataprovider fix, updated config example 2022-09-04 09:42:43 -06:00
Robert Caulk
956ea43e55
Merge pull request #7340 from wizrds/sigint-freqai
Support SIGINT in FreqAI
2022-09-04 16:43:36 +02:00
robcaulk
ec76214d02 backup historical predictions pickle and load the backup in case of corruption 2022-09-04 15:56:07 +02:00
robcaulk
69b3fcfd32 Merge branch 'develop' into dev-merge-rl 2022-09-04 11:23:25 +02:00
robcaulk
27dce20b29 fix bug in Base4ActionRLEnv, improve example strats 2022-09-04 11:21:54 +02:00
Timothy Pogue
3b5e5fc57b fix method name in dummy class 2022-09-03 14:10:23 -06:00
Robert Caulk
8545d74378
Merge pull request #7331 from th0rntwig/pca
Normalise PCA space
2022-09-03 21:49:54 +02:00
Timothy Pogue
dae3b3d86a support shutting down freqai 2022-09-03 13:24:14 -06:00
Matthias
16573b19e3 Fix migration syntax error 2022-09-03 19:51:44 +02:00
robcaulk
5cfb4154eb revert all changes in normalize_data() 2022-09-03 19:48:30 +02:00
Robert Caulk
63514b0443
Merge pull request #7325 from wagnercosta/develop
Improve Freqai backtesting performance
2022-09-03 19:28:04 +02:00
robcaulk
c21808ff98 remove metadata redundancy, fix pca bug 2022-09-03 16:54:30 +02:00
robcaulk
c9be66b5b6 increase test coverage for dk, improve function naming, extra cleaning 2022-09-03 15:52:29 +02:00
Matthias
ed4cc18cdd Migration to check order funding fee 2022-09-03 15:19:40 +02:00
Matthias
0f483ee31f Use "since last order" approach for live as well. 2022-09-03 15:01:42 +02:00
Matthias
0c6a02687a Don't calculate funding fees if we're not going to use them. 2022-09-03 15:01:42 +02:00
Matthias
df50b1928d Fix funding fee calculation for backtesting 2022-09-03 15:01:42 +02:00
Matthias
80b5f035ab Remove typo in log message 2022-09-03 15:01:28 +02:00
robcaulk
599c1c79fb reorganized backtest utilities, test new functionality, improve/update doc 2022-09-03 14:00:01 +02:00
Wagner Costa Santos
af5460cebf Add option to keep models only in memory for backtest 2022-09-02 22:01:53 -03:00
Timothy Pogue
05cbcf834c minor logging changes 2022-09-02 16:01:33 -06:00
Timothy Pogue
cf917ad2f5 initial candle request limit, better error reporting, split up _handle_producer_connection 2022-09-02 15:05:16 -06:00
Matthias
b26126cb57 Don't use ticker['symbol'] but use "pair" instead
closes #7262
2022-09-02 20:09:30 +02:00
Timothy Pogue
5b0b802f31 hybrid json ws serializer 2022-09-02 00:05:36 -06:00
Timothy Pogue
eb4cd6ba82 split initial data into separate requests 2022-09-01 23:52:13 -06:00
Timothy Pogue
dccde88c83 fix dataframe serializing 2022-09-01 23:15:03 -06:00
Matthias
b53791fef2 Futures volumepairlist to account for contract size 2022-09-02 07:11:32 +02:00
Timothy Pogue
00f35f4870 remove old constant, add initial_data requesting, minor changes 2022-09-01 20:06:36 -06:00
th0rntwig
11b2bc269e Added missing s 2022-09-01 22:37:32 +02:00
th0rntwig
3f8400df10 Normalise PCA space 2022-09-01 21:51:33 +02:00
Matthias
11fbfd3402 Remove unnecessary assignment 2022-09-01 19:39:20 +02:00
Wagner Costa Santos
d6e115178a refactoring freqai backtesting - remove duplicate code 2022-09-01 07:09:23 -03:00
Matthias
f3c73189d5 Remove pointless default on wallet_balance argument 2022-09-01 06:49:51 +02:00
Matthias
ba2eb7cf0f Fix BNB fee bug when selling
thanks @epigramx, for reporting and for the detailed data.
2022-09-01 06:42:51 +02:00
Wagner Costa Santos
44d3a9140d Merge branch 'develop' of https://github.com/wagnercosta/freqtrade into develop 2022-08-31 15:37:06 -03:00
Wagner Costa Santos
7bed0450d2 pr review - refactoring backtesting freqai 2022-08-31 15:36:29 -03:00
Timothy Pogue
c72a2c26c7 remove external pairlist 2022-08-31 12:06:24 -06:00
Timothy Pogue
6e8abf8674 add producer name to required fields in config 2022-08-31 11:58:58 -06:00
wagnercosta
3d4497467c
Merge branch 'freqtrade:develop' into develop 2022-08-31 14:47:06 -03:00
Timothy Pogue
865b34cd6f add producer names 2022-08-31 11:43:02 -06:00
Timothy Pogue
510cf4f305 remove data waiting, remove explicit analyzing of external df 2022-08-31 10:40:26 -06:00
robcaulk
240b529533 fix tensorboard path so that users can track all historical models 2022-08-31 16:50:39 +02:00
Richard Jozsa
2493e0c8a5
Unnecessary lines in Base4, and changes for box space, to fit better for our needs (#7324) 2022-08-31 16:37:02 +02:00
Wagner Costa Santos
df51da22ee refactoring freqai backtesting 2022-08-31 11:23:48 -03:00
Matthias
57ff6f8ac5 Init timerange object properly 2022-08-31 10:28:31 +00:00
Matthias
13ccd940d5 Remove startup_candle_count from freqai sample config to avoid confusion 2022-08-31 10:27:08 +00:00
Matthias
7ba4fda5d7 Implement PR feedback 2022-08-31 10:26:47 +00:00
Matthias
a88ffd2c9d Merge branch 'develop' into move_datadownload 2022-08-31 10:23:45 +00:00
Timothy Pogue
115a901773 minor fix for conditional in handle func 2022-08-30 19:34:43 -06:00
Timothy Pogue
ddc45ce2eb message handling fix, data waiting fix 2022-08-30 19:30:14 -06:00
Timothy Pogue
346e73dd75 client implementation, minor fixes 2022-08-30 19:21:34 -06:00
Matthias
c9aa09ec89 Simplify base fee handling 2022-08-30 20:46:06 +02:00
robcaulk
7e8e29e42d use continuous value for inlier_metric 2022-08-30 20:41:37 +02:00
Timothy Pogue
418bd26a80 minor fixes, rework consumer request, update requirements.txt 2022-08-30 11:04:16 -06:00
robcaulk
7f52908e87 ensure the lost points are prepended for FreqUI 2022-08-30 18:55:58 +02:00
robcaulk
a58dd0bbf9 add noise feature, improve docstrings 2022-08-30 18:26:24 +02:00
robcaulk
b11742a4c5 integrate inlier metric function 2022-08-30 18:26:24 +02:00
th0rntwig
d3cb211283 Add inlier metric computation 2022-08-30 18:26:24 +02:00
th0rntwig
50e2808667
Fix bug in DI (#7321) 2022-08-30 12:54:39 +02:00
Timothy Pogue
47f7c384fb consumer subscriptions, fix serializer bug 2022-08-29 15:48:29 -06:00
Timothy Pogue
7952e0df25 initial rework separating server and client impl 2022-08-29 13:41:15 -06:00
robcaulk
62c0a174c8 allow users to properly reverse train-test data ordering 2022-08-29 11:04:58 +02:00
Matthias
27a9f98d5f Simplify liquidation price structure, improve test cov 2022-08-29 07:04:48 +02:00
Matthias
226fa5d93c Simplify liquidation price calling structure 2022-08-29 07:04:48 +02:00
Matthias
4def3678b7
Merge pull request #7298 from freqtrade/tif_align
align TimeInForce to ccxt usage
2022-08-29 06:36:51 +02:00
Matthias
8be8a12cc4
Merge pull request #7260 from JohanVlugt/develop
Example FreqAI hybrid strategy
2022-08-29 06:34:45 +02:00
Matthias
40c00d2d8f Version bump dev version to 2022.9 2022-08-29 06:34:20 +02:00
Timothy Pogue
8c4e68b8eb updated example configs 2022-08-28 13:00:52 -06:00
robcaulk
7766350c15 refactor environment inheritence tree to accommodate flexible action types/counts. fix bug in train profit handling 2022-08-28 19:21:57 +02:00
Robert Caulk
39a739eadb
Merge pull request #7296 from th0rntwig/dbscan
Improve MinPts calculation in DBSCAN, add outlier protection, and add data_kitchen tests
2022-08-28 14:37:47 +02:00
robcaulk
fcb5d1cb5a remove debugging flag 2022-08-28 13:01:39 +02:00
robcaulk
dd628eb525 add tests for outlier detection and removal functions 2022-08-28 12:56:39 +02:00
robcaulk
1e41c773a0 fix outlier protection 2022-08-28 12:11:29 +02:00
smarmau
ff3a4995c1 remove unnecessary code 2022-08-28 11:45:20 +02:00
Matthias
b9f35cadb3 add /stopentry alias for /stopbuy 2022-08-28 11:37:22 +02:00
smarmau
005594c29c simplify hybrid template 2022-08-28 11:29:48 +02:00
th0rntwig
71f7d68783 Fixed mypy error 2022-08-27 12:44:55 +02:00
Matthias
c61b986c3d FTX - support time_in_force (and PO ordertype)
closes #7175
2022-08-27 10:30:38 +02:00
Matthias
104a73025d Uppercase TimeInForce (align with ccxt) 2022-08-27 10:30:06 +02:00
Matthias
6686489c06
Merge pull request #7258 from freqtrade/feat/hyp_optinal_indicator
Add flag to move hyperopt populate_indicators to epoch
2022-08-27 09:21:16 +02:00
Matthias
2b70c3d0c0 support price callback for partial exits in bt
This will align results to how live works.
closes #7292
2022-08-27 08:50:09 +02:00
Timothy Pogue
05ca673883 Catch status code errors 2022-08-27 00:06:03 -06:00
Timothy Pogue
fcceb744c5 Add janus to requirements.txt 2022-08-26 23:43:05 -06:00
Timothy Pogue
2b5f067877 Refactoring, minor improvements, data provider improvements 2022-08-26 23:40:13 -06:00
Matthias
9204f01312 Don't lock pairs on partial exit 2022-08-27 07:23:02 +02:00
elintornquist
86c5ac44e4 Add outlier percentage check 2022-08-26 23:05:07 +02:00
Matthias
01126c43f7 Fix liquidation price tier calculation
closes #7294
2022-08-26 20:14:24 +02:00
Matthias
753d1b2aad Update leverage tier terminology to be clear and aligned with ccxt 2022-08-26 19:34:51 +02:00
elintornquist
b2d664c63c Change MinPts calculation 2022-08-26 18:57:27 +02:00
robcaulk
bb3523f383 download data homogeneously across timeframes 2022-08-26 18:51:42 +02:00
robcaulk
e7261cf515 add freqai utils.py file 2022-08-26 15:30:28 +02:00
robcaulk
65b552e310 make docs reflect reality, move download_all_data to new utils.py file, automatic startup_candle detection 2022-08-26 15:30:01 +02:00
robcaulk
4b7e640f31 reduce code duplication, optimize auto data download per tf 2022-08-26 13:56:44 +02:00
robcaulk
baa4f8e3d0 remove Base3ActionEnv in favor of Base4Action 2022-08-26 11:04:25 +02:00
richardjozsa
d31926efdf Added Base4Action 2022-08-26 11:04:25 +02:00
Matthias
53d46a0385 align max_entry_position_adjustment behavior of backtesting to live
closes #7293
2022-08-25 20:36:17 +02:00
robcaulk
3199eb453b reduce code for base use-case, ensure multiproc inherits custom env, add ability to limit ram use. 2022-08-25 19:05:51 +02:00
Matthias
1fd223c815
Update --prepend help string
closes #7290
2022-08-25 17:03:41 +02:00
robcaulk
05ccebf9a1 automate eval freq in multiproc 2022-08-25 12:29:48 +02:00
robcaulk
94cfc8e63f fix multiproc callback, add continual learning to multiproc, fix totalprofit bug in env, set eval_freq automatically, improve default reward 2022-08-25 11:46:18 +02:00
Matthias
f2a356a80c Fix some imports 2022-08-25 07:08:58 +02:00
Matthias
6636f17e0f Simplify usage of amount_to_contract precision 2022-08-25 07:08:22 +02:00
Timothy Pogue
d474111a65 Renamed to external signals, controller class refactored 2022-08-24 22:42:29 -06:00
Timothy Pogue
592373f096 Remove pairlist waiting, add .db files to .gitignore 2022-08-24 18:30:30 -06:00
Matthias
32faad9333 Fix backtest calculation problem with DCA
closes #7287
2022-08-24 20:36:08 +02:00
robcaulk
d1bee29b1e improve default reward, fix bugs in environment 2022-08-24 18:32:40 +02:00
robcaulk
a61821e1c6 remove monitor log 2022-08-24 16:33:13 +02:00
robcaulk
bd870e2331 fix monitor bug, set default values in case user doesnt set params 2022-08-24 16:32:14 +02:00
robcaulk
c0cee5df07 add continual retraining feature, handly mypy typing reqs, improve docstrings 2022-08-24 13:00:55 +02:00
robcaulk
b708134c1a switch multiproc thread count to rl_config definition 2022-08-24 13:00:55 +02:00
robcaulk
b26ed7dea4 fix generic reward, add time duration to reward 2022-08-24 13:00:55 +02:00
robcaulk
280a1dc3f8 add live rate, add trade duration 2022-08-24 13:00:55 +02:00
robcaulk
f9a49744e6 add strategy to the freqai object 2022-08-24 13:00:55 +02:00
richardjozsa
a2a4bc05db Fix the state profit calculation logic 2022-08-24 13:00:55 +02:00
robcaulk
29f0e01c4a expose environment reward parameters to the user config 2022-08-24 13:00:55 +02:00
robcaulk
d88a0dbf82 add sb3_contrib models to the available agents. include sb3_contrib in requirements. 2022-08-24 13:00:55 +02:00
robcaulk
8b3a8234ac fix env bug, allow example strat to short 2022-08-24 13:00:55 +02:00
mrzdev
8cd4daad0a Feat/freqai rl dev (#7)
* access trades through get_trades_proxy method to allow backtesting
2022-08-24 13:00:55 +02:00
robcaulk
3eb897c2f8 reuse callback, allow user to acces all stable_baselines3 agents via config 2022-08-24 13:00:55 +02:00
robcaulk
4b9499e321 improve nomenclature and fix short exit bug 2022-08-24 13:00:55 +02:00
sonnhfit
4baa36bdcf fix persist a single training environment for PPO 2022-08-24 13:00:55 +02:00
robcaulk
f95602f6bd persist a single training environment. 2022-08-24 13:00:55 +02:00
robcaulk
5d4e5e69fe reinforce training with state info, reinforce prediction with state info, restructure config to accommodate all parameters from any user imported model type. Set 5Act to default env on TDQN. Clean example config. 2022-08-24 13:00:55 +02:00
sonnhfit
7962a1439b remove keep low profit 2022-08-24 13:00:55 +02:00
sonnhfit
81b5aa66e8 make env keep current position when low profit 2022-08-24 13:00:55 +02:00
sonnhfit
45218faeb0 fix coding convention 2022-08-24 13:00:55 +02:00
robcaulk
b90da46b1b improve price df handling to enable backtesting 2022-08-24 13:00:55 +02:00
MukavaValkku
2080ff86ed 5ac base fixes in logic 2022-08-24 13:00:55 +02:00
robcaulk
16cec7dfbd fix save/reload functionality for stablebaselines 2022-08-24 13:00:55 +02:00
sonnhfit
0475b7cb18 remove unuse code and fix coding conventions 2022-08-24 13:00:55 +02:00
MukavaValkku
d60a166fbf multiproc TDQN with xtra callbacks 2022-08-24 13:00:55 +02:00
robcaulk
dd382dd370 add monitor to eval env so that multiproc can save best_model 2022-08-24 13:00:55 +02:00
robcaulk
69d542d3e2 match config and strats to upstream freqai 2022-08-24 13:00:55 +02:00
robcaulk
e5df39e891 ensuring best_model is placed in ram and saved to disk and loaded from disk 2022-08-24 13:00:55 +02:00
robcaulk
bf7ceba958 set cpu threads in config 2022-08-24 13:00:55 +02:00
MukavaValkku
57c488a6f1 learning_rate + multicpu changes 2022-08-24 13:00:55 +02:00
robcaulk
acf3484e88 add multiprocessing variant of ReinforcementLearningPPO 2022-08-24 13:00:55 +02:00
MukavaValkku
cf0731095f type fix 2022-08-24 13:00:55 +02:00
MukavaValkku
1c81ec6016 3ac and 5ac example strategies 2022-08-24 13:00:55 +02:00
MukavaValkku
13cd18dc9a PPO policy change + verbose=1 2022-08-24 13:00:55 +02:00
robcaulk
926023935f make base 3ac and base 5ac environments. TDQN defaults to 3AC. 2022-08-24 13:00:55 +02:00
MukavaValkku
096533bcb9 3ac to 5ac 2022-08-24 13:00:55 +02:00
MukavaValkku
718c9d0440 action fix 2022-08-24 13:00:55 +02:00
robcaulk
9c78e6c26f base PPO model only customizes reward for 3AC 2022-08-24 13:00:55 +02:00
robcaulk
6048f60f13 get TDQN working with 5 action environment 2022-08-24 13:00:55 +02:00
robcaulk
d4db5c3281 ensure TDQN class is properly named 2022-08-24 13:00:55 +02:00
robcaulk
91683e1dca restructure RL so that user can customize environment 2022-08-24 13:00:55 +02:00
sonnhfit
ecd1f55abc add rl module 2022-08-24 13:00:55 +02:00
MukavaValkku
9b895500b3 initial commit - new dev branch 2022-08-24 13:00:55 +02:00
MukavaValkku
cd3fe44424 callback function and TDQN model added 2022-08-24 13:00:55 +02:00
MukavaValkku
01232e9a1f callback function and TDQN model added 2022-08-24 13:00:55 +02:00
MukavaValkku
8eeaab2746 add reward function 2022-08-24 13:00:55 +02:00
MukavaValkku
ec813434f5 ReinforcementLearningModel 2022-08-24 13:00:55 +02:00
MukavaValkku
2f4d73eb06 Revert "ReinforcementLearningModel"
This reverts commit 4d8dfe1ff1daa47276eda77118ddf39c13512a85.
2022-08-24 13:00:55 +02:00