219 Commits

Author	SHA1	Message	Date
Yinon Polak	0012fe36ca	sort imports	2023-03-12 16:16:04 +02:00
Yinon Polak	f9fdf1c31b	generalize mlp model	2023-03-12 14:31:08 +02:00
Yinon Polak	1cf0e7be24	use one iteration on all test and train data for evaluation	2023-03-12 12:48:15 +02:00
initrv	82cb107520	add tensorboard category	2023-03-12 01:32:55 +03:00
Yinon Polak	8a9f2aedbb	improve documentation	2023-03-09 14:55:52 +02:00
Yinon Polak	e88a0d5248	convert single quotes to double quotes	2023-03-09 13:29:11 +02:00
Yinon Polak	3081b9402b	add documentation	2023-03-09 11:14:54 +02:00
Yinon Polak	1597c3aa89	set class names in IStrategy.set_freqai_targets method, also save class name with model meta data	2023-03-08 18:36:44 +02:00
Yinon Polak	7d26df01b8	fix tensor type hint	2023-03-08 16:17:19 +02:00
Yinon Polak	c8296ccb2d	sort imports	2023-03-08 16:13:35 +02:00
Yinon Polak	8d60327d60	add missing import	2023-03-08 16:12:47 +02:00
Yinon Polak	04564dc134	add missing import	2023-03-08 16:11:51 +02:00
Yinon Polak	6161b858c4	sort imports	2023-03-08 16:10:25 +02:00
Yinon Polak	1921a07b89	sort imports	2023-03-08 16:08:04 +02:00
Yinon Polak	dfbb2e2b35	sort imports	2023-03-08 16:03:36 +02:00
Yinon Polak	1805db2b07	change documentation and small bugfix	2023-03-08 15:38:22 +02:00
Yinon Polak	76fbec0c17	ad multiclass target names encoder to ints	2023-03-08 14:29:38 +02:00
Yinon Polak	8acdd0b47c	type hints fixes	2023-03-06 19:14:54 +02:00
Yinon Polak	b1ac2bf515	use data loader, add evaluation on epoch	2023-03-06 16:16:45 +02:00
Yinon Polak	751b205618	initial commit	2023-03-05 16:59:24 +02:00
robcaulk	cb80d7c26f	close the multi_proc env before creating new ones in an attempt to avoid increasing processes	2023-02-24 11:19:54 +01:00
robcaulk	4fc0edb8b7	add pair to environment for access inside calculate_reward	2023-02-10 14:45:50 +01:00
robcaulk	7b4abd5ef5	use a dictionary to make code more readable	2022-12-15 12:25:33 +01:00
Emre	2018da0767	Add env_info dict to base environment	2022-12-14 22:03:05 +03:00
robcaulk	2285ca7d2a	add dp to multiproc	2022-12-14 18:22:20 +01:00
robcaulk	0f6b98b69a	merge develop into tensorboard cleanup	2022-12-11 15:38:32 +01:00
robcaulk	0fd8e214e4	add documentation for tensorboard_log, change how users interact with tensorboard_log	2022-12-11 15:31:29 +01:00
initrv	cb8fc3c8c7	custom info to tensorboard_metrics	2022-12-11 15:37:45 +03:00
Emre	272c3302e3	Merge remote-tracking branch 'origin/develop' into update-freqai-tf-handling	2022-12-11 13:12:45 +03:00
initrv	58604c747e	cleanup tensorboard callback	2022-12-07 14:37:55 +03:00
Emre	e734b39929	Make model_training_parameters optional	2022-12-05 14:54:42 +03:00
robcaulk	24766928ba	reorganize/generalize tensorboard callback	2022-12-04 13:54:30 +01:00
smarmau	d6f45a12ae	add multiproc fix flake8	2022-12-03 22:30:04 +11:00
smarmau	075c8c23c8	add state/action info to callbacks	2022-12-03 21:16:04 +11:00
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	6394ef4558	fix docstrings	2022-11-13 17:43:52 +01:00
robcaulk	7a4bb040a5	merge develop into feat/freqai-rl-dev	2022-11-12 10:54:34 +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	66514e84e4	add LightGBMClassifierMultiTarget. add test	2022-11-11 17:45:53 +01:00
robcaulk	d1a0874683	merge develop into feat/freqai-rl-dev	2022-10-30 10:13:03 +01:00
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
Matthias	6669714a73	Update mal-formatted docstrings	2022-10-24 18:12:17 +02:00
Matthias	441032be25	Fix sys.stdout bug for CatboostRegressorMultiTarget	2022-10-17 19:48:27 +02:00
Matthias	6cb14148aa	Fix random test failure due to catboost bug ... https://github.com/catboost/catboost/issues/2195	2022-10-17 07:00:44 +02:00
Robert Caulk	62ca822597	Merge pull request #7569 from Silur/develop ... Add XGBoost random forest predictors to freqai	2022-10-15 16:09:26 +02:00
Emre	7f05b44376	Add eval set to CatboostClassifier	2022-10-13 23:01:09 +03:00
robcaulk	dba1b573bc	remove tensorboard dir from other pred models	2022-10-11 19:49:24 +02:00
robcaulk	5b5bb8aab5	catboost tensorboard bugfix	2022-10-11 19:05:46 +02:00
Robert Caulk	7bcb7d9a1a	Merge pull request #7554 from initrv/add-catboost-tensorboard ... Add tensorboard for catboost	2022-10-10 21:03:45 +02:00
silur	2ad086dd7a	add XGBoost random forest predictors to freqai	2022-10-10 14:38:43 +02:00
Matthias	eaae9c9e03	Update docstring format	2022-10-10 12:19:29 +00:00
Matthias	60de192d47	Update Classifier docstrings	2022-10-10 12:13:41 +00:00
robcaulk	a4aa1b972c	isolate and standardize location of tensorboard files, add doc, ensure backtesting functionality	2022-10-09 21:11:37 +02:00
robcaulk	8d7adfabe9	clean RL tests to avoid dir pollution and increase speed	2022-10-08 12:10:38 +02:00
initrv	86c781798a	Add сatboost train_dir for tensorboard	2022-10-06 19:59:35 +03:00
robcaulk	936ca24482	separate RL install from general FAI install, update docs	2022-10-05 15:58:54 +02:00
robcaulk	83343dc2f1	control number of threads, update doc	2022-09-29 00:10:18 +02:00
Timothy Pogue	099137adac	remove hasattr calls	2022-09-27 22:35:15 -06:00
Timothy Pogue	9e36b0d2ea	fix formatting	2022-09-27 22:02:33 -06:00
Timothy Pogue	caa47a2f47	close subproc env on shutdown	2022-09-28 03:06:05 +00:00
robcaulk	647200e8a7	isort	2022-09-23 19:30:56 +02:00
robcaulk	77c360b264	improve typing, improve docstrings, ensure global tests pass	2022-09-23 19:17:27 +02:00
robcaulk	ea8e34e192	Merge branch 'develop' into dev-merge-rl	2022-09-22 19:46:50 +02:00
robcaulk	8aac644009	add tests. add guardrails.	2022-09-15 00:46:35 +02:00
robcaulk	81417cb795	Merge branch 'develop' into dev-merge-rl	2022-09-14 22:49:11 +02:00
Emre	330d7068ab	Merge branch 'develop' into add-xgboostclassifier	2022-09-10 23:59:11 +03:00
robcaulk	5a0cfee27e	allow user to multithread jobs (advanced users only)	2022-09-10 22:16:49 +02:00
Emre	60eb02bb62	Add XGBoostClassifier	2022-09-10 20:13:16 +03:00
robcaulk	10b6aebc5f	enable continual learning and evaluation sets on multioutput models.	2022-09-10 16:54:13 +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
robcaulk	4c9ac6b7c0	add kwargs, reduce duplicated code	2022-09-07 18:58:55 +02:00
robcaulk	97077ba18a	add continual learning to catboost and friends	2022-09-06 20:30:46 +02:00
robcaulk	240b529533	fix tensorboard path so that users can track all historical models	2022-08-31 16:50:39 +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	3199eb453b	reduce code for base use-case, ensure multiproc inherits custom env, add ability to limit ram use.	2022-08-25 19:05:51 +02:00
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
robcaulk	d1bee29b1e	improve default reward, fix bugs in environment	2022-08-24 18:32:40 +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	29f0e01c4a	expose environment reward parameters to the user config	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
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
robcaulk	b90da46b1b	improve price df handling to enable backtesting	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	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