422 Commits

Author	SHA1	Message	Date
Matthias	d930931000	Bring back sleep - it'll ensure we give up control over the thread.	2022-09-19 07:14:33 +02:00
robcaulk	470d5d8405	ensure full new pairlist is in the queue	2022-09-18 17:08:07 +02:00
robcaulk	eaa43337d2	improve train queue system, ensure crash resilience in train queue.	2022-09-18 17:00:55 +02:00
robcaulk	95457d23ca	escape freqai-specific characters from file naming	2022-09-18 13:59:30 +02:00
Matthias	667853c504	Use Alias to type config objects	2022-09-18 13:20:55 +02:00
robcaulk	188f75d8ec	set model in models dict	2022-09-18 12:50:44 +02:00
robcaulk	1ef875901a	maintian user privacy by keeping plotly offline	2022-09-18 00:01:42 +02:00
robcaulk	68f7a31504	ensure continued operation despite not being able to plot	2022-09-18 00:00:14 +02:00
robcaulk	2c23effbf2	allow plot to plot multitargets, add test	2022-09-17 19:17:44 +02:00
initrv	1c92734f39	simplify plot_feature_importance call	2022-09-17 18:53:43 +03:00
robcaulk	7b1d409c98	fix mypy/flake8	2022-09-17 17:51:06 +02:00
initrv	86aa875bc9	plot features as html instead of png	2022-09-16 21:47:12 +03:00
initrv	b707a6da35	Add ability to plot feature importance	2022-09-16 19:17:41 +03:00
robcaulk	3b97b3d5c8	fix mypy error for strategy	2022-09-15 00:56:51 +02:00
robcaulk	8aac644009	add tests. add guardrails.	2022-09-15 00:46:35 +02:00
robcaulk	48140bff91	fix bug in 4ActRLEnv	2022-09-14 22:53:53 +02:00
robcaulk	81417cb795	Merge branch 'develop' into dev-merge-rl	2022-09-14 22:49:11 +02:00
initrv	37dd22c89e	Fixed a bug that prevents clearing old models ... Corrects the error of clearing old models when the model directory contains directories with names that do not match a regular expression	2022-09-14 03:40:13 +03:00
Emre	330d7068ab	Merge branch 'develop' into add-xgboostclassifier	2022-09-10 23:59:11 +03:00
Robert Caulk	075748b21a	Merge pull request #7392 from freqtrade/improve_ai_tests ... Improve freqai tests by utilizing parametrization	2022-09-10 22:37:21 +02:00
robcaulk	5a0cfee27e	allow user to multithread jobs (advanced users only)	2022-09-10 22:16:49 +02:00
Robert Caulk	73e122ad10	Merge pull request #7391 from wagnercosta/fixBTfreqaiV2 ... Fix FreaqAI backtesting - startup_candle_count bug	2022-09-10 21:53:00 +02:00
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
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	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	97be3318f4	Use Datetime_format from constants	2022-09-09 20:31:02 +02:00
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
Wagner Costa Santos	d38cc06139	Fix freqai backtesting time range issue	2022-09-09 19:27:05 +02:00
Wagner Costa Santos	f4f2884a66	Fix freqai backtesting time range issue	2022-09-07 18:52:58 -03:00
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
robcaulk	ea7bdac9ed	ensure inlier metric can be combined with other cleaning methods	2022-09-07 18:45:16 +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
wagnercosta	6b7644029c	Merge branch 'freqtrade:develop' into fixHyperoptFreqai	2022-09-07 11:07:51 -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
robcaulk	97077ba18a	add continual learning to catboost and friends	2022-09-06 20:30:46 +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
robcaulk	4b28d0495f	fix timestamping, move imports, add words to doc	2022-09-06 19:46:58 +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
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 #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
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
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	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
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
Wagner Costa Santos	d6e115178a	refactoring freqai backtesting - remove duplicate code	2022-09-01 07:09:23 -03:00
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 (#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	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
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 (#7321)	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
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
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
th0rntwig	71f7d68783	Fixed mypy error	2022-08-27 12:44:55 +02:00
elintornquist	86c5ac44e4	Add outlier percentage check	2022-08-26 23:05:07 +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