715 Commits

Author	SHA1	Message	Date
robcaulk	7b3406914c	flip add_state_info	2022-12-07 19:49:39 +01:00
robcaulk	9b4364ddc3	ensure that add_state_info is deactivated during backtesting	2022-12-07 19:49:14 +01:00
initrv	58604c747e	cleanup tensorboard callback	2022-12-07 14:37:55 +03:00
Robert Caulk	b9f6911a6a	Merge pull request #7843 from smarmau/develop ... freqai RL agent info during training	2022-12-06 20:06:41 +01:00
Wagner Costa	c81b00fb37	Merge branch 'develop' into freqai_bt_from_predictions_improvement	2022-12-05 18:00:55 -03:00
Emre	bc48099e48	Revert changes	2022-12-05 23:52:48 +03:00
robcaulk	62c69bf2b5	fix custom_info	2022-12-05 20:22:54 +01:00
Emre	730fba956b	Ensure base tf included in include_timeframes	2022-12-05 16:16:17 +03:00
Emre	e734b39929	Make model_training_parameters optional	2022-12-05 14:54:42 +03:00
robcaulk	d8565261e1	ignore initializer type	2022-12-04 14:10:33 +01:00
robcaulk	24766928ba	reorganize/generalize tensorboard callback	2022-12-04 13:54:30 +01:00
smarmau	b2edc58089	fix flake8	2022-12-03 22:31:02 +11:00
smarmau	d6f45a12ae	add multiproc fix flake8	2022-12-03 22:30:04 +11:00
smarmau	469aa0d43f	add state/action info to callbacks	2022-12-03 21:16:46 +11:00
smarmau	075c8c23c8	add state/action info to callbacks	2022-12-03 21:16:04 +11:00
Matthias	4dc591a170	Merge pull request #7834 from freqtrade/fix-data-drawer-model-load ... Fix sb3_contrib loading issue	2022-12-02 06:29:23 +01:00
Wagner Costa	77dc2c92a7	performance improvevemnts - backtest freqai from saved predictions	2022-12-01 12:53:19 -03:00
robcaulk	2b3e166dc2	fix fees RL	2022-12-01 10:10:28 +01:00
Emre	396e666e9b	Keep old behavior of model loading	2022-12-01 11:03:51 +03:00
Emre	4a9982f86b	Fix sb3_contrib loading issue	2022-12-01 10:08:42 +03:00
Matthias	dac4a35be2	Merge pull request #7828 from freqtrade/fix-state-info-rl ... bring back market side setting in get_state_info	2022-11-30 19:57:28 +01:00
Wagner Costa	79821ebb33	fix flake8 errors	2022-11-30 08:41:44 -03:00
robcaulk	e7f72d52b8	bring back market side setting in get_state_info	2022-11-30 12:36:26 +01:00
Wagner Costa	17cf3c7e83	bug fixes and removed fillna from fit_live_predictions	2022-11-30 08:28:45 -03:00
robcaulk	4571aedb33	consolidate and clean code	2022-11-30 00:53:35 +01:00
Wagner Costa	8ea58ab352	change BT prediction files to feather format	2022-11-29 10:38:35 -03:00
Wagner Costa	df979ece33	Merge branch 'develop' into backtest_fitlivepredictions	2022-11-29 09:39:15 -03:00
Matthias	c3daddc629	Merge pull request #7809 from richardjozsa/develop ... Improve the RL learning process	2022-11-29 06:28:36 +01:00
Emre	9cbfa12011	Directly set model_type in base RL model	2022-11-28 16:02:17 +03:00
robcaulk	56518def42	isort	2022-11-27 21:06:01 +01:00
robcaulk	7fd6bc526e	add randomize_starting_position to the rl_config	2022-11-27 21:03:13 +01:00
richardjozsa	64d4a52a56	Improve the RL learning process ... Improve the RL learning process by selecting random start point for the agent, it can help to block the agent to only learn on the selected period of time, while improving the quality of the model.	2022-11-27 20:43:50 +01:00
Matthias	f4025ee5de	Merge pull request #7289 from freqtrade/feat/freqai-rl-dev ... Add reinforcement learning module to FreqAI	2022-11-27 17:15:21 +01:00
stm	51d21b413d	Fix 4ac update_total_profit ... _update_total_profit() must be executed before "self._position = Positions.Neutral" because _update_total_profit() calls get_unrealized_profit(), which returns 0 if position is neutral and total_profit is not updated	2022-11-26 23:35:20 +03:00
robcaulk	dba30393fb	ensure extra_returns_per_train are set properly on first hist_preds build	2022-11-26 18:04:47 +01:00
robcaulk	be890b52fd	remove np import	2022-11-26 13:44:58 +01:00
robcaulk	aaaa5a5f64	add documentation for net_arch, other small changes	2022-11-26 13:44:58 +01:00
Matthias	7ebc8ee169	Fix missing Optional typehint	2022-11-26 13:32:18 +01:00
Matthias	bdfedb5fcb	Improve typehints / reduce warnings from mypy	2022-11-26 13:03:07 +01:00
robcaulk	81fd2e588f	ensure typing, remove unsued code	2022-11-26 12:11:59 +01:00
robcaulk	8dbfd2cacf	improve docstring clarity about how to inherit from ReinforcementLearner, demonstrate inherittance with ReinforcementLearner_multiproc	2022-11-26 11:51:08 +01:00
robcaulk	2e82e6784a	move data_provider cleanup to shutdown()	2022-11-24 19:07:38 +01:00
robcaulk	73c458d47b	use importlib instead of __import___	2022-11-24 19:04:35 +01:00
robcaulk	3a07749fcc	fix docstring	2022-11-24 18:46:54 +01:00
robcaulk	44b042ba51	remove unused function	2022-11-24 17:53:26 +01:00
Matthias	8f1a8c752b	Add freqairl docker build process	2022-11-24 07:00:12 +01:00
Wagner Costa	d09157efb8	update code to use one prediction file / pair	2022-11-22 15:15:42 -03:00
Wagner Costa	c01f25ddc9	update code to freqai_backtest_live_models only from historic predictions	2022-11-22 13:09:09 -03:00
Wagner Costa Santos	fdc82af883	fix tests - update code to backtest with historic_predictions	2022-11-19 22:27:58 -03:00
Wagner Costa Santos	80d070e9ee	update code to use historic_predictions for freqai_backtest_live_models	2022-11-19 14:15:58 -03:00
robcaulk	387c905a86	merge develop into RL	2022-11-17 21:59:07 +01:00
robcaulk	60fcd8dce2	fix skipped mac test, fix RL bug in add_state_info, fix use of __import__, revise doc	2022-11-17 21:50:02 +01:00
robcaulk	91df79ff44	merge dev into backtest-live-predictions	2022-11-17 21:20:47 +01:00
Robert Caulk	cd6f87be17	Merge pull request #7728 from freqtrade/improve_timerange ... Simplify timerange handling	2022-11-17 19:57:48 +01:00
Wagner Costa Santos	3903b04d3f	save_live_data_backtest - added docs and tests	2022-11-17 15:20:07 -03:00
Wagner Costa Santos	99bff9cbfa	backtesting_from_live_saved_files - code refactoring	2022-11-17 10:30:51 -03:00
Wagner Costa Santos	913749c81b	backtesting_from_live_saved_files - code refactoring	2022-11-17 10:30:16 -03:00
Wagner Costa Santos	b01e4e3dbf	change default value - save_live_data_backtest as false	2022-11-17 10:14:30 -03:00
Wagner Costa Santos	1a19d90e2e	Merge branch 'develop' into backtest_fitlivepredictions	2022-11-17 10:13:11 -03:00
robcaulk	bf4d5b432a	ensure model_type is defined	2022-11-13 18:50:25 +01:00
robcaulk	6394ef4558	fix docstrings	2022-11-13 17:43:52 +01:00
robcaulk	96fafb7f56	remove limit_ram_use	2022-11-13 17:14:47 +01:00
robcaulk	b421521be3	help default ReinforcementLearner users by assigning the model_type automatically	2022-11-13 17:12:17 +01:00
robcaulk	90f168d1ff	remove more user references. cleanup dataprovider	2022-11-13 17:06:06 +01:00
robcaulk	388ca21200	update docs, fix bug in environment	2022-11-13 16:56:31 +01:00
robcaulk	af9e400562	add test coverage, fix bug in base environment. Ensure proper fee is used.	2022-11-13 15:31:37 +01:00
Matthias	942840da2d	Improve setting wording to keep future possibilities open	2022-11-13 15:22:44 +01:00
robcaulk	81f800a79b	switch to using FT calc_profi_pct, reverse entry/exit fees	2022-11-13 13:41:17 +01:00
robcaulk	e71a8b8ac1	add ability to integrate state info or not, and prevent state info integration during backtesting	2022-11-12 18:46:48 +01:00
Wagner Costa Santos	27fa9f1f4e	backtest saved dataframe from live	2022-11-12 14:37:23 -03:00
Wagner Costa Santos	f9c6c538be	Merge branch 'develop' into backtest_fitlivepredictions	2022-11-12 09:37:45 -03:00
robcaulk	9c6b97c678	ensure normalization acceleration methods are employed in RL	2022-11-12 12:01:59 +01:00
robcaulk	6746868ea7	store dataprovider to self instead of strategy	2022-11-12 11:33:03 +01:00
robcaulk	7a4bb040a5	merge develop into feat/freqai-rl-dev	2022-11-12 10:54:34 +01:00
robcaulk	214c622475	move dataframe converter to converter.py	2022-11-12 10:38:25 +01:00
robcaulk	9617d8143d	Merge remote-tracking branch 'origin/develop' into add-single-precision-freqai	2022-11-12 10:21:38 +01:00
Matthias	e6172a68d7	Merge pull request #7730 from freqtrade/fix-metric-tracker ... fix loading of metric tracker from disk	2022-11-11 20:01:26 +01:00
Robert Caulk	833578716c	Merge pull request #7644 from markdregan/multi-target-classifier ... Support for multi target multi-class classification (FreqaiMultiOutputRegressor for Classification)	2022-11-11 18:48:38 +01:00
robcaulk	790ff2a84b	merge develop into add-single-prec	2022-11-11 18:08:51 +01:00
robcaulk	e46a57bbd0	move mem logs to debug	2022-11-11 18:05:32 +01:00
robcaulk	66514e84e4	add LightGBMClassifierMultiTarget. add test	2022-11-11 17:45:53 +01:00
robcaulk	054133955b	fix loading of metric tracker from disk	2022-11-11 17:24:09 +01:00
Matthias	0f9c5f8d41	Simplify timerange handling	2022-11-10 18:28:18 +01:00
Matthias	57313dd961	Update some usages of timerange to new, simplified method	2022-11-10 18:11:39 +01:00
Wagner Costa Santos	4f0f3e5b64	removed unnecessary code	2022-11-09 10:07:24 -03:00
Wagner Costa Santos	8ee95db927	refactoring backtesting_fit_live_predictions function	2022-11-09 09:51:42 -03:00
Wagner Costa Santos	3e57c18ac6	add fix_live_predictions function to backtesting	2022-11-08 18:20:39 -03:00
Wagner Costa Santos	8d9988a942	enforce date column in backtesting freqai predictions files	2022-11-08 11:06:23 -03:00
Wagner Costa Santos	9c5ba0732a	save predictions with date and merge by date	2022-11-08 10:32:18 -03:00
Matthias	884014a4b9	Fix some minor typos	2022-11-07 18:35:28 +00:00
Wagner Costa Santos	6559384286	Merge branch 'develop' into backtest_live_models	2022-11-07 15:14:10 -03:00
Emre	43bdd34964	Optimize reduce_dataframe_footprint function	2022-11-05 19:13:02 +03:00
robcaulk	53df607067	avoid duplicating features with okx/gateio, ensure inference timer gets logged	2022-11-05 15:42:19 +01:00
robcaulk	257c833831	add doc for single precision, dont allow half precision, add test	2022-11-04 18:10:04 +01:00
robcaulk	3ccc120f92	add option to force single precision	2022-11-04 17:42:10 +01:00
robcaulk	8bdc99a3d6	fix self-imposed bug	2022-11-04 16:41:38 +01:00
robcaulk	19d90b813a	improve readibility in start_backtesting()	2022-11-04 16:10:46 +01:00
Wagner Costa Santos	8008c63319	Merge branch 'develop' into backtest_live_models	2022-11-04 09:09:39 -03:00
Wagner Costa Santos	a7acfb7ab7	fix dict key error	2022-11-04 09:02:28 -03:00
robcaulk	90c5bfb4b5	add default conv_width	2022-11-03 21:35:12 +01:00
robcaulk	05b309caf2	ensure colon replaced for cached attach	2022-11-03 21:17:48 +01:00
robcaulk	6938ed6584	change default conv_width to 1	2022-11-03 21:11:26 +01:00
robcaulk	444a068481	merge develop into track-current-candle	2022-11-03 21:09:08 +01:00
robcaulk	db942321ad	fix bug with lightgbm and colons	2022-11-03 21:03:48 +01:00
robcaulk	d721b50230	flake8	2022-11-03 19:13:24 +01:00
robcaulk	3ba1e221eb	fix typo	2022-11-03 19:08:33 +01:00
robcaulk	6c4bdb8f67	remove special characters from feature names	2022-11-03 18:49:39 +01:00
Wagner Costa Santos	17798b3397	Merge branch 'develop' into backtest_live_models	2022-11-03 13:29:25 -03:00
Wagner Costa Santos	356d79b38a	verify mean and std exists in model metadata	2022-11-03 13:27:56 -03:00
robcaulk	ce92731132	ensure backwards compatitibility	2022-11-02 20:20:35 +01:00
Wagner Costa Santos	23b6915dde	fix issue with different backtesting prediction size	2022-11-02 15:49:51 -03:00
robcaulk	1a38c10fc6	remove old code	2022-11-02 19:37:47 +01:00
robcaulk	255eb71270	start tracking the current candle in FreqAI, add robustness to corr_df caching and inference timer, add test for cache corr_df	2022-11-02 19:32:22 +01:00
robcaulk	97df232ac6	add a warning to __init__ for get_corr_dataframes	2022-10-31 18:18:00 +01:00
robcaulk	66d8ed6c0b	Merge remote-tracking branch 'origin/develop' into reduce-indicator-population	2022-10-31 09:42:01 +01:00
robcaulk	d59a7fa2f9	remove analysis_lock and realign example hybrid strat	2022-10-30 17:07:33 +01:00
Matthias	391c3f56f7	Add typehint to corr_pairlist	2022-10-30 13:28:01 +01:00
Mark Regan	7053f81fa8	simplified predict and predict_proba using super(). Added duplicate class label check.	2022-10-30 09:48:30 +00:00
Matthias	cf4af2175c	Merge pull request #7662 from markdregan/backtest_extra_returns_fix ... Fix missing f-string from PR #7611	2022-10-30 10:47:06 +01:00
robcaulk	a2843165e1	fix leftovers from merge	2022-10-30 10:31:38 +01:00
robcaulk	52e15b2070	Merge remote-tracking branch 'origin/develop' into feat/freqai-rl-dev	2022-10-30 10:16:39 +01:00
robcaulk	d1a0874683	merge develop into feat/freqai-rl-dev	2022-10-30 10:13:03 +01:00
robcaulk	fc53054d43	leverage list length knowledge, f-string change	2022-10-30 10:12:14 +01:00
Emre	f98c7a2423	Remove loop of normalization from metadata	2022-10-30 10:12:14 +01:00
Mark Regan	c26fda282f	fix missing f-string from PR #7611	2022-10-30 08:19:59 +00:00
robcaulk	650bb8b7d7	ensure full pair string is used for caching dataframes. If not, revert to old behavior. Update docs.	2022-10-29 22:26:49 +02:00
Matthias	801e91c39e	Merge pull request #7618 from wizrds/fix/docker-config-record ... Update function in FreqAI interface to record FreqAI config params	2022-10-29 08:56:20 +02:00
Mark Regan	6ef82dd8b6	minor change to return	2022-10-27 12:41:12 +01:00
Timothy Pogue	b9bf9edb02	update rapidjson opts	2022-10-25 14:12:13 -06:00
Mark Regan	217add70bd	add strat and config for testing on PR	2022-10-25 20:07:39 +01:00
Mark Regan	47056eded3	multi target classifier working but not for parallel	2022-10-25 18:24:27 +01:00
Matthias	1ef38f137d	Fix XGBoost regressor "used before assignment"	2022-10-25 13:37:04 +02:00
Timothy Pogue	51be45547f	remove np object, make default str	2022-10-24 12:23:54 -06:00
Matthias	6669714a73	Update mal-formatted docstrings	2022-10-24 18:12:17 +02:00
Robert Caulk	137aa1756b	Merge pull request #7593 from th0rntwig/prediction-shape ... Fix constant PCA	2022-10-24 08:33:36 +02:00
robcaulk	4d2b7a74f1	move record params to utils, use rapidjson	2022-10-23 20:51:32 +02:00
Timothy Pogue	07e813dfa0	change param record to only get certain params	2022-10-23 12:09:07 -06:00
th0rntwig	49ff51f11f	Change storage loc and fix test fail	2022-10-23 16:24:02 +02:00
Timothy Pogue	4464e91256	use self.identifier in full path	2022-10-21 19:53:33 -06:00
Timothy Pogue	5ee3b8cbbb	update config recording to use all configs, fix tests	2022-10-21 19:48:26 -06:00
Robert Caulk	a85826bf24	Merge pull request #7611 from markdregan/backtest_extra_returns ... Make extra_returns_per_train data available during backtest	2022-10-21 17:13:22 +02:00
Wagner Costa Santos	6606a0113f	refactoring - remove unnecessary config file	2022-10-20 14:53:25 -03:00
Wagner Costa Santos	589944055e	fix typos - live predictions candles	2022-10-20 12:15:41 -03:00
Wagner Costa Santos	52b60c5cbb	Merge branch 'develop' into backtest_live_models	2022-10-20 11:59:37 -03:00
rcaulk	a9db668082	avoid redundant indicator population for corr_pair list	2022-10-20 16:30:32 +02:00
Mark Regan	073ce1659e	remove un-used f-string	2022-10-20 14:26:10 +01:00
Mark Regan	295ba21389	Make extra_returns_per_train values available during backtest	2022-10-20 12:05:37 +01:00
th0rntwig	033c5bd441	Make check constant pred labels agnostic	2022-10-18 12:55:47 +02:00
Matthias	880ddccaa8	Merge pull request #7590 from freqtrade/list-models ... List models	2022-10-17 20:40:41 +02:00
Matthias	441032be25	Fix sys.stdout bug for CatboostRegressorMultiTarget	2022-10-17 19:48:27 +02:00