Commit Graph

9537 Commits

Author SHA1 Message Date
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
Wagner Costa Santos
d38cc06139 Fix freqai backtesting time range issue 2022-09-09 19:27:05 +02:00
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
Matthias
883abe5b4f
Merge pull request 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 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
f3417a8690 Revert condition sequence to simplify conditions 2022-09-08 06:59:14 +02:00
Matthias
20bf44a856
Merge pull request from freqtrade/combine-metrics
ensure inlier metric can be combined with other cleaning methods
2022-09-08 06:43:02 +02:00
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
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 
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 
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 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 
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
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
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 
2022-09-06 20:26:42 +02:00
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 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 from italodamato/develop
fix hyperopt df preprocessing
2022-09-06 07:26:14 +02:00
Matthias
4dec19de9f Add comment to explain why we use the non-trimmed DF 2022-09-06 06:52:50 +02:00
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
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
Robert Caulk
956ea43e55
Merge pull request 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 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 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
Matthias
b26126cb57 Don't use ticker['symbol'] but use "pair" instead
closes 
2022-09-02 20:09:30 +02:00
Matthias
b53791fef2 Futures volumepairlist to account for contract size 2022-09-02 07:11:32 +02:00
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
wagnercosta
3d4497467c
Merge branch 'freqtrade:develop' into develop 2022-08-31 14:47:06 -03:00
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 () 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
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
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 () 2022-08-30 12:54:39 +02:00
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 from freqtrade/tif_align
align TimeInForce to ccxt usage
2022-08-29 06:36:51 +02:00
Matthias
8be8a12cc4
Merge pull request 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
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 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 
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 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 
2022-08-27 08:50:09 +02:00
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 
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 
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 
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
Matthias
32faad9333 Fix backtest calculation problem with DCA
closes 
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 ()
* 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