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9457 Commits

Author SHA1 Message Date
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 #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
MukavaValkku
c1e7db3130 ReinforcementLearningModel 2022-08-24 13:00:55 +02:00
robcaulk
05ed1b544f Working base for reinforcement learning model 2022-08-24 13:00:40 +02:00
Matthias
a6d78a8615 initialize Since parameter properly 
closes #7285
 2022-08-23 06:43:04 +02:00
Matthias
fe7108ae75 Convert amount to contracts before comparing for close 
closes #7279
 2022-08-23 06:37:38 +02:00
Matthias
78b161e14c add contract_size to database 2022-08-23 06:37:38 +02:00
Matthias
6036018f35 Extract contracts_to_amount and amount_to_contracts to standalone functions 2022-08-23 06:37:38 +02:00
Matthias
5f38a574ce Add okx broker id 2022-08-23 06:37:38 +02:00
th0rntwig
5ce1c69803
Improve DBSCAN epsilon identification (#7269) 
* Improve DBSCAN epsilon identification
 2022-08-22 19:57:20 +02:00
robcaulk
ac42c0153d deprecate indicator_max_period_candles, automatically compute startup candles for FreqAI backtesting. 2022-08-22 18:19:07 +02:00
robcaulk
96d8882f1e Plug mem leak, add training timer 2022-08-22 13:30:30 +02:00
Matthias
f55d5ffd8c Don't fail when --strategy-path is not a valid directory. 
closes #7264
 2022-08-22 09:20:14 +00:00
Matthias
015be770c3 ccxt now defaults to base volume for all markets 2022-08-22 06:42:14 +02:00
Matthias
f6d832c6d9 Add get_option to expose ft_has via method 2022-08-21 17:51:46 +02:00
Matthias
87a3115073 Add get_open_trade_count() to simplify getting open trade count. 2022-08-21 17:08:27 +02:00
Matthias
6189aa817c Fix HybridExample formatting 2022-08-20 19:50:18 +02:00
robcaulk
64b0834437 add credit in docstring 2022-08-20 17:04:38 +02:00
robcaulk
90c03178b1 provide user directions, clean up strategy, remove unnecessary code. 2022-08-20 17:02:18 +02:00
Matthias
cdd4745693
Merge pull request #7263 from freqtrade/okx_cache_tiers 
Okx cache tiers
 2022-08-20 15:18:13 +02:00
Matthias
5b3f031590 Use hyperopt safe amount precision method 2022-08-20 14:13:15 +02:00
Matthias
738e95b875 Add tests for leverage tiers caching 2022-08-20 13:54:54 +02:00
Matthias
b6e8b9df35 Use cached leverage tiers 2022-08-20 13:01:58 +02:00
Matthias
52ec0d1046 Update binance Leverage tiers 2022-08-20 11:53:15 +02:00
Matthias
0da0600836 Have backtesting respect tradable size 
closes #7161
 2022-08-20 11:41:11 +02:00
Matthias
54ddc1a4c2 Add --tradingmode alias 2022-08-20 11:24:20 +02:00
Matthias
aa3da092a0 Dont' use classProperty - that's not supported on 3.8 2022-08-20 10:55:52 +02:00
Matthias
01d45ed12e
Merge pull request #7257 from freqtrade/feat/list-pair-time 
Get min/max data in list-data command
 2022-08-20 08:16:52 +02:00
Matthias
7b8b73e651
Merge pull request #7243 from lolongcovas/newbranch_test 
Improve PCA and pairwise distance calcs
 2022-08-20 08:13:40 +02:00
Johan van der Vlugt
b44bd0171c
Example Classifier strat 2022-08-19 19:10:37 +02:00
Matthias
b9d48c3278 use numbers in HyperoptState properly ... 2022-08-19 15:40:06 +02:00
Matthias
bc359675a2 Add --analyze-per-epoch - moving populate_analysis to the epoch process 2022-08-19 15:19:43 +02:00
Matthias
09f8904545 Extract analysis to separate method 2022-08-19 15:12:55 +02:00
Matthias
08ef5ad2d8 Add HyperoptState enum and container class 2022-08-19 15:11:43 +02:00
Matthias
1c6f966579 Hyperopt: simplify parameter "can_optimize" handling 2022-08-19 15:03:03 +02:00
Matthias
16af10a5bc Update notebook sample with simplified datadir configuration 
closes #7252
 2022-08-19 14:05:27 +02:00
Matthias
b7553d20d4 Get min/max data in list-data command 2022-08-19 13:45:55 +02:00
Matthias
7d84ef2e2c Remove unused imports 2022-08-19 13:45:10 +02:00
longyu
521381ebf0 undo example strategy newline 2022-08-19 12:40:03 +02:00
Matthias
b420614d65 Reduce code duplication in datahandlers 2022-08-19 09:33:07 +02:00
Matthias
975bf8fe88 Update Docstring to match actual return values 2022-08-19 09:23:53 +02:00
Matthias
42eb508515 Attempt fix of #7184 2022-08-19 07:09:46 +02:00
Matthias
76a3e97e05 Add migrations end message 
closes #7251
 2022-08-19 06:39:51 +02:00
Matthias
70a77ba3d9 Check for "last" availability in PrecisionFilter 
closes #7250
 2022-08-18 20:07:50 +02:00
longyu
1fada53ddd remove newline 2022-08-18 19:40:00 +02:00
Matthias
85b43ec1a1 Remove double-check for "isolated margin" 2022-08-18 15:23:58 +02:00
Matthias
fde469a253 Remove unnecessary check 2022-08-18 14:53:44 +02:00
Matthias
075e9b8526 Log Exchange responses for set_leverage 2022-08-18 09:52:03 +02:00
Matthias
46e8d9a5e4 Reduce verbosity when whitelist is empty 2022-08-18 09:09:37 +02:00
Matthias
0461a89348 Fix test failures 2022-08-18 07:20:49 +02:00
longyu
f70b0bab80 remove line 2022-08-17 23:49:20 +02:00
Matthias
66910bfe63 Don't fail if mark candles are missing 
closes #7239
 2022-08-17 20:01:57 +02:00
robcaulk
88dd9920ea sort imports for isort 2022-08-17 16:38:09 +02:00
robcaulk
5155afb4e7 clean up code remnants 2022-08-17 15:22:48 +02:00
robcaulk
0c34104e45 extract download-data from freqai to prepare for future async changes 2022-08-17 15:18:44 +02:00
longyu
9c38c27eed ignore sample itself distance for avg_mean_dist computation 2022-08-17 15:09:57 +02:00
longyu
72c34291e3 newline 2022-08-17 15:09:10 +02:00
Matthias
3983368228 gateio futures is showing base currency in volume! 2022-08-17 14:51:48 +02:00
Matthias
83ca168bb8
Merge pull request #7216 from freqtrade/precise_calcs 
Precise calcs
 2022-08-17 14:32:02 +02:00
Matthias
c615e1bc62 Avoid loop error during ccxt tests 2022-08-17 14:31:40 +02:00
Matthias
e7902bffa0 Remove checks for dataprovider existance - it's available in all modes. 2022-08-17 10:57:25 +02:00
Matthias
8d182768f9 stoploss should also use trimmed prices 2022-08-17 09:57:11 +02:00
Matthias
0b0e7eaf96 Mutex TTL Cache accesses which can be accessed by multiple threads 
Apparently, cachetools is (intentionally) not threadsafe
when using the Caches directly.
It's therefore recommended to wrap these with an explicit lock to avoid
problems.

source: https://github.com/tkem/cachetools/issues/245

closes #7215
 2022-08-16 19:48:21 +02:00
Matthias
24690c1918 Don't convert open_rate to precision 
this may cause more problems than it solves.
 2022-08-16 18:32:00 +02:00
Matthias
3b44dc52e1 Minor corrections 2022-08-16 18:10:48 +02:00
Matthias
ea6bc47d7a gateio default configs should specify unknown_fee_rate 2022-08-16 17:26:53 +02:00
Matthias
a1e4fbf313 Run price_to_precision for dry-run orders 2022-08-16 17:23:49 +02:00
Matthias
1ac81aa316 Show message if fee update failed due to missing 
closes #7234
 2022-08-16 17:09:23 +02:00
robcaulk
4c0fda400f fix input shape warning for LGBMClassifier, add sample_weights/eval_weights 2022-08-16 11:41:53 +02:00
Matthias
fa89368c02 Add test for precision backpopulation 2022-08-16 11:11:52 +02:00
Matthias
96d2f61812 Properly round timestamps to avoid constant log messages 2022-08-16 10:22:59 +02:00
Matthias
15a1c59a91 Backtesting should cache precisionMode 2022-08-16 10:15:19 +02:00
Matthias
a73e4f8e41 Truncate amount before comparing for closure 2022-08-16 09:49:53 +02:00
Matthias
2fb7a3091d Improve backfill of precisions 2022-08-16 09:32:31 +02:00
Matthias
711b6b1a1a Merge branch 'develop' into precise_calcs 2022-08-16 09:29:39 +02:00
Matthias
a5b438e41e Run price_to_precision for dry-run orders 2022-08-16 09:28:23 +02:00
Matthias
1dd56e35d5 Ensure comparisions align when closing a trade 2022-08-16 08:21:02 +02:00
Matthias
e818797427 Minor fix in amount_to_precision logic 2022-08-15 20:29:05 +02:00
Matthias
c0bdb71810 Update docstring 2022-08-15 20:06:29 +02:00
Matthias
f2b6ff910f Accept wrong pair in get_precision_amount 2022-08-15 20:05:22 +02:00
Matthias
09ee9089fb
Merge pull request #6832 from freqtrade/feat/freqai 
Freqai: an interface for users to build/train/backtest predictive models and run them live
 2022-08-15 20:03:08 +02:00
Matthias
e6af9a6903 Allow empty precisionMode on conversions 2022-08-15 20:00:15 +02:00
Matthias
c3f159bd57 Add precision fields to database 2022-08-15 19:58:40 +02:00
Matthias
22241c55d5 Add methods to get precision_amount from markets 2022-08-15 19:56:25 +02:00
Matthias
15e85797c2 Simplify to_precision tests and imports 2022-08-15 08:51:15 +02:00
Matthias
6c32331740 Move precision calculations to standalone functions 2022-08-15 08:43:58 +02:00
Matthias
c7e1719215 Fix interface import sorting 2022-08-15 06:53:02 +02:00
robcaulk
006b11e5d5 fix leftover bug in indicator population 2022-08-14 21:42:55 +02:00
robcaulk
8961b8d560 merge in inference timer and historic predictions handling improvements. 2022-08-14 20:31:15 +02:00
robcaulk
ad846cdb76 fix lock bug, update docstring 2022-08-14 20:24:29 +02:00
Matthias
464d99808f Update doc table formatting 2022-08-14 18:22:01 +02:00
Matthias
a29402ddde Rename and move analysis_lock to data_kitchen 2022-08-14 17:23:14 +02:00
Matthias
3a9ec76c91 Move "freqai.lock" to backend to simplify user interface 2022-08-14 17:19:50 +02:00
Matthias
044cf8bb2e Allow new whitelist combination in "button" commands 2022-08-14 08:41:25 +02:00
Matthias
22ac291c3a
Merge pull request #7211 from ecoppen/rpc/whitelist_options 
Optional /whitelist args - sorted, nobase
 2022-08-14 08:26:21 +02:00
Robert Caulk
c9c128f781 finalize logo, improve doc, improve algo overview, fix base tensorflowmodel for mypy 2022-08-14 02:49:01 +02:00
robcaulk
58de20af0f make BaseClassifierModel. Add predict_proba to lightgbm 2022-08-13 20:07:31 +02:00
robcaulk
31be707cc8 clean up code, add docstrings 2022-08-13 19:40:24 +02:00
robcaulk
3e38c1b0bd take dynamic sized tail off historic_predictions as return dataframe to strategy. 2022-08-13 19:40:24 +02:00
robcaulk
7d448fd4ac allow fit_live_predictions access to current pair 2022-08-13 19:40:24 +02:00
robcaulk
1f192be43b avoid denormalizing labels twice 2022-08-13 19:40:24 +02:00
robcaulk
b1b76a2dbe debug classifier with predict proba 2022-08-13 19:40:24 +02:00
robcaulk
23cc21ce59 add predict_proba to base classifier, improve historic predictions handling 2022-08-13 19:40:24 +02:00
Matthias
7075b00e20 Remove odd dry run stoploss behavior 
closes #7208
 2022-08-13 11:37:23 +02:00
Matthias
5aaab75d1c Add test for dynamic_pairlist_expand 2022-08-13 10:18:57 +02:00
Matthias
b682fc446e Graciously fail if strategy has freqAI code, but freqAI is not enabled. 2022-08-13 09:53:18 +02:00
Matthias
3918f4abbd Simplify strategy interface by removing explicit self.freqai_info assignment 2022-08-13 09:27:56 +02:00
Matthias
3b827ee60a Add "freqai.enabled" flag to disable freqAI via config flag 
aligns with how other optional modules work in freqtrade.
 2022-08-13 09:24:04 +02:00
Matthias
f6545ebdb8 Disallow backtesting with --strategy-list for now. 2022-08-13 09:10:03 +02:00
Matthias
e3a5b97b45 Update recalc_from_trades to use FtPrecise 2022-08-13 08:43:56 +02:00
Matthias
3bcb47d75d Remove usage of Decimal 2022-08-13 08:43:56 +02:00
Matthias
902afc2f02 Use FtPrecise in interest calculation 2022-08-13 08:43:56 +02:00
Matthias
0e61c2d057 Replace Decimal with FtPrecise in trade_model 2022-08-13 08:43:56 +02:00
Matthias
df701b5862 Merge branch 'develop' into feat/freqai 2022-08-13 08:43:24 +02:00
ecoppen
923f73a516 nobase -> baseonly 2022-08-12 19:56:46 +01:00
robcaulk
fb4b73ce89 ensure dates are saved 2022-08-12 12:03:44 +02:00
Matthias
cc885e25ac Improve NAN Handling in RPC 2022-08-11 20:16:07 +02:00
Matthias
de690b0a69 Use PEP440 compatible versioning 2022-08-11 20:08:40 +02:00
Matthias
dd4e44931e Improve NAN handling in RPC module 2022-08-11 15:02:52 +00:00
robcaulk
2cae3c42e6 remove trade database analyzer, clean up a bit 2022-08-10 17:43:06 +02:00
ecoppen
c0d60c63ab Optional /whitelist args - sorted, nobase 
Added two optional arguments for whitelist - `sorted` for alphabetical order and `nobase` for displaying the whitelist without base currency e.g. /USDT.

Updated help with optional commands.

Added a space in an unrelated help message.
 2022-08-10 14:56:38 +01:00
Matthias
ed004236ce Add float initializer to FtPrecise 2022-08-10 11:54:07 +00:00
Matthias
e7cb1b7375 Wrap Precise into FtPecise 2022-08-10 11:26:06 +00:00
Matthias
adc8ee88e2 Move periodicCache to Utils package 2022-08-10 08:57:19 +00:00
Matthias
573964b19f Dry Market orders should update "remaining" 2022-08-10 07:12:56 +02:00
Matthias
53251e7140
Merge pull request #7194 from freqtrade/rpc/partial_forceexit 
Partial forceExit
 2022-08-10 07:12:40 +02:00
Matthias
ce2c9bf26d Slight renaming of variable 2022-08-10 06:44:41 +02:00
Matthias
736884c5a9 Orders should be allowed to have empty fill/remaining values 2022-08-09 20:43:58 +02:00
Matthias
b5c5a95b64 FTX: Use conditionalOrders endpoint to get proper stop-market order id 
closes #7165
 2022-08-09 20:09:35 +02:00
robcaulk
5a16d5a512 Deactivate database analyzer if user does not use sqlite 2022-08-09 16:36:22 +02:00
robcaulk
e7de812948 Allow user to user pair_dict for persistent storage of custom data 2022-08-09 16:03:10 +02:00
robcaulk
aef086b02e Improved dict typing, timeframe parser, collect dates associated with training data points 2022-08-09 15:30:25 +02:00
Matthias
9a82898d6b Merge branch 'develop' into feat/freqai 2022-08-09 06:22:57 +02:00
Matthias
77b3b8a134 Use main exchange instead of creating a separate instance. 2022-08-08 18:34:11 +00:00
robcaulk
ea64f43e52 bring back auto DF resizing for okx 2022-08-08 01:13:13 +02:00
robcaulk
67c722c9c8 fix asyncio bug 2022-08-07 14:48:39 +02:00
Matthias
e48e82232d Force response API to js to fix faulty system configs 
closes #7147
 2022-08-07 10:42:56 +02:00
Matthias
0b2104fc7a Properly increment the api version 2022-08-07 10:13:36 +02:00
Matthias
6ded2d5b7c Improve forceexit API test 2022-08-07 09:47:11 +02:00
Matthias
d1998f7ed0 Fix forceexit calling 2022-08-07 09:47:11 +02:00
Matthias
eff8cd7ecb Add leverage to force_entry 2022-08-07 09:47:11 +02:00
Matthias
daf015d007 extract nested force_exit function to private instance function 2022-08-07 09:47:11 +02:00
Matthias
82aecc81f3 Accept parameters to forceexit 2022-08-07 09:47:11 +02:00
robcaulk
eb8bde37c1 Add lightgbm classifier, add classifier check test, fix classifier bug. 2022-08-06 17:51:21 +02:00
Matthias
bfa859e618 Remove unnecessary method (simplify) 2022-08-06 17:46:58 +02:00
Matthias
5250189f77 Add Rollback function to Trade 
simplifies Session work
 2022-08-06 17:03:49 +02:00
Matthias
47a30047eb Fix typo 2022-08-06 15:03:10 +02:00
Matthias
b16f57cb0d Minor stylistic fixes 2022-08-06 14:55:46 +02:00