207 commits

Author	SHA1	Message	Date
Alexandr Savinov	300b24e361	move multithreading parameters of rolling predict to config	2023-08-19 12:30:01 +02:00
Alexandr Savinov	a418179589	move parameters of rolling prediction from source code to config file	2023-08-19 12:19:58 +02:00
Alexandr Savinov	8d138c0171	fix too hard limit on the number of trained records	2023-08-11 20:54:54 +02:00
Alexandr Savinov	6dab2a608a	improve parameterization of the train procedure	2023-08-11 20:17:11 +02:00
Alexandr Savinov	2ae11e4155	use algorithm configurations from config file instead of the model_store	2023-08-08 20:56:43 +02:00
Julian Wöhrer	a44d5f7751	create folder when not exist	2023-08-07 20:22:57 +02:00
Alexandr Savinov	1b8cf9f943	fix train signals	2023-08-06 13:30:22 +02:00
Alexandr Savinov	d22bdfc21f	requirements and some minor changes in printing	2023-08-06 12:03:55 +02:00
Alexandr Savinov	e65059f18e	processing new score aggregation sets in all scripts	2023-08-06 11:27:35 +02:00
Alexandr Savinov	514cfb6b46	restructure signal model processing logic and configuration parameters	2023-08-05 16:45:01 +02:00
Alexandr Savinov	920bf3a2b0	introduce aggregation sets and restructure aggregation parameters	2023-08-05 12:02:07 +02:00
Alexandr Savinov	a74491d26e	refactor highlow2 label generator by introducing its own configuration	2023-07-29 22:45:42 +02:00
Alexandr Savinov	035b3b3c25	fix problem with topbot label names	2023-07-29 15:14:56 +02:00
Alexandr Savinov	b1209dd776	modify processing of relative parameters of feature generator	2023-07-28 08:46:52 +02:00
Alexandr Savinov	1b3b9d7583	parameterize tsfresh feature generator by its own config and remove its global config parameters	2023-07-22 15:15:02 +02:00
Alexandr Savinov	359300b228	remove area features and labels which is now in itblib generator	2023-07-22 14:51:27 +02:00
Alexandr Savinov	86098138d8	remove 'futures' feature generator to be replaced by other feature generators	2023-07-22 14:08:31 +02:00
Alexandr Savinov	8eb2b3cfe5	remove yahoo_main and yahoo_seconday feature generators to be replaced by talib or itblib	2023-07-22 13:42:24 +02:00
Alexandr Savinov	ca2e7ad91c	add itbstats feature generator	2023-07-22 13:18:15 +02:00
Alexandr Savinov	4fe84ee6d4	new feature generator itblib instead of binance_main and binance_secondary	2023-06-15 22:17:45 +02:00
Alexandr Savinov	f84a53f6d0	add talib feature generator and improve output during feature generation	2023-06-13 21:13:55 +02:00
Alexandr Savinov	4ec1e2d692	improvement: add output to label generation loop	2023-06-13 20:01:50 +02:00
Alexandr Savinov	d95846eeb6	use signed trade score instead of two unsigned buy and sell scores	2023-03-26 15:47:30 +02:00
Alexandr Savinov	e0718da911	increase default train size	2023-03-26 15:46:12 +02:00
Alexandr Savinov	d3637ba7f9	unify signatures of rule functions	2023-03-11 17:43:59 +01:00
Alexandr Savinov	67aacc893a	fix bug in predict	2023-03-11 17:31:16 +01:00
Alexandr Savinov	11d15dc168	Use only one output aggregated column rather than two columns	2023-03-11 14:37:33 +01:00
Alexandr Savinov	504793cd3b	fix problem in train signals	2023-03-11 12:20:01 +01:00
Alexandr Savinov	7bdf6542fe	fix error in finding labels	2023-03-11 10:12:19 +01:00
Alexandr Savinov	39a53a5df6	parameterize model folder in config	2023-03-11 10:05:43 +01:00
Alexandr Savinov	eb2b6512e9	move train model grid parameters to the config file	2023-03-03 18:32:17 +01:00
Alexandr Savinov	db527b48de	use only one final score with negative values for selling and add a rule for two aggregations	2023-02-20 18:39:28 +01:00
Alexandr Savinov	34c7904391	integrate new labels and adjust its parameters	2023-02-19 20:50:25 +01:00
Alexandr Savinov	cf58cf602d	add true labels to the output of labels script	2023-02-14 21:09:01 +01:00
Alexandr Savinov	51d088c986	introduce a possibility of different rule for rule-based signal generation	2023-02-12 12:38:10 +01:00
Alexandr Savinov	95881504eb	allow for two score aggregation sets in config	2023-02-12 11:50:12 +01:00
Alexandr Savinov	b493c2b267	renamings and minor changes in aggregation logic	2023-02-12 11:06:34 +01:00
Alexandr Savinov	f4ba63c783	compute and store score statistics which is needed for setting aggregation parameters	2023-02-11 19:54:09 +01:00
Alexandr Savinov	637d574f8b	better separate aggregation and signal models	2023-02-11 17:50:07 +01:00
Alexandr Savinov	5d0baec149	fix bug in signal generation with getting newly introduced score_generation parameters	2023-02-11 12:31:42 +01:00
Alexandr Savinov	62ead76e21	unite buy/sell aggregation parameters and move them into a separate section in config	2023-02-05 17:27:37 +01:00
Alexandr Savinov	b53a8ba155	split score aggregation and combination into two separate functions	2023-02-04 19:35:54 +01:00
Alexandr Savinov	eeb4b851fb	separate score post-processing and application of signal rules	2023-02-04 12:54:58 +01:00
Alexandr Savinov	5e1174af6a	remove warnings and minor changes	2022-12-18 10:52:17 +01:00
Alexandr Savinov	5de99711be	rename scripts	2022-08-27 13:25:07 +02:00
Alexandr Savinov	a8add04e48	rename scripts	2022-08-27 13:05:49 +02:00
Alexandr Savinov	94e7f50683	bugs with zero division	2022-08-20 11:21:25 +02:00
Alexandr Savinov	aa6e2427cf	binance downloader loads all symbols described in data sources	2022-08-14 20:40:43 +02:00
Alexandr Savinov	d48781e051	refactor performance metrics for trade simulation	2022-08-14 16:54:29 +02:00
Alexandr Savinov	1f2686a34c	improve signal generation by removing unnecessary output and renamings	2022-08-14 10:27:06 +02:00