142 Commits

Author	SHA1	Message	Date
robcaulk	69b3fcfd32	Merge branch 'develop' into dev-merge-rl	2022-09-04 11:23:25 +02:00
Robert Caulk	63514b0443	Merge pull request #7325 from wagnercosta/develop ... Improve Freqai backtesting performance	2022-09-03 19:28:04 +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
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
Wagner Costa Santos	df51da22ee	refactoring freqai backtesting	2022-08-31 11:23:48 -03:00
Matthias	a88ffd2c9d	Merge branch 'develop' into move_datadownload	2022-08-31 10:23:45 +00:00
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	f9a49744e6	add strategy to the freqai object	2022-08-24 13:00:55 +02:00
robcaulk	05ed1b544f	Working base for reinforcement learning model	2022-08-24 13:00:40 +02:00
robcaulk	96d8882f1e	Plug mem leak, add training timer	2022-08-22 13:30:30 +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
Matthias	c7e1719215	Fix interface import sorting	2022-08-15 06:53:02 +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
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	2cae3c42e6	remove trade database analyzer, clean up a bit	2022-08-10 17:43:06 +02:00
Matthias	77b3b8a134	Use main exchange instead of creating a separate instance.	2022-08-08 18:34:11 +00:00
robcaulk	eb8bde37c1	Add lightgbm classifier, add classifier check test, fix classifier bug.	2022-08-06 17:51:21 +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
Robert Caulk	c172ce1011	improve flexibility of user defined prediction dataframe	2022-08-06 13:51:19 +02:00
Robert Caulk	07763d0d4f	add classifier, improve model naming scheme	2022-08-06 08:33:55 +02:00
robcaulk	a42a060ab5	fix DB once and for all. Make DBSCAN more efficient and robust.	2022-08-05 21:29:03 +02:00
robcaulk	db1d367941	fix bug associated to fit_live_predictions_candles	2022-08-05 13:46:20 +02:00
Robert Caulk	51a6b4289f	improve DBSCAN performance for subsequent trainings	2022-08-04 17:41:58 +02:00
robcaulk	29225e4baf	add DBSCAN outlier detection feature, add supporting documentation	2022-08-04 12:15:16 +02:00
robcaulk	eae82d0222	fix bug with database url during backtesting. comment out example trade db analysis.	2022-08-03 16:17:57 +02:00
robcaulk	95d3009a95	give user ability to analyze live trade dataframe inside custom prediction model. Add documentation to explain new functionality	2022-08-02 20:14:02 +02:00
robcaulk	f22b140782	fix backtesting bug, undo move of label stat calc, fix example strat exit logic	2022-07-29 17:27:35 +02:00
robcaulk	c84d54b35e	Fix typing issue, avoid using .get() when unnecessary, convert to fstrings	2022-07-29 08:12:50 +02:00
Matthias	efbd83c56d	Small type and typo fixes in freqai_interface	2022-07-28 07:24:30 +02:00
Matthias	a2a0d35a24	Update missing typehints	2022-07-28 07:07:40 +02:00
robcaulk	324e54c015	fix possible memory leak associated with Catboost Pool object	2022-07-26 17:29:29 +02:00
robcaulk	ad25a4cb56	reduce number of pair_dict lookups, remove coin_first	2022-07-26 15:58:40 +02:00
robcaulk	e213d0ad55	isolate data_drawer functions from data_kitchen, accommodate tests, add new test	2022-07-26 10:24:14 +02:00
Robert Caulk	897f18a8c8	ensure proper integer type casting for timestamps. Add check test for backtesting subdaily time periods	2022-07-25 15:07:09 +02:00
Robert Caulk	7b105532d1	fix mypy error and add test for principal component analysis	2022-07-25 11:46:59 +02:00
Robert Caulk	c9d46a5237	finish bringing follow_mode up to date	2022-07-25 09:24:40 +02:00