robcaulk
8c7ec07951
ensure predict_proba follows suit. Remove all lib specific params from example config
2022-12-11 12:39:31 +01:00
robcaulk
85f22b5c30
fix bug in MultiOutput* with conv_width = 1
2022-12-11 12:15:19 +01:00
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
Robert Caulk
b9f6911a6a
Merge pull request #7843 from smarmau/develop
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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
robcaulk
62c69bf2b5
fix custom_info
2022-12-05 20:22:54 +01:00
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
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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
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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
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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
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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
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Add reinforcement learning module to FreqAI
2022-11-27 17:15:21 +01:00
stm
51d21b413d
Fix 4ac update_total_profit
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_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
