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
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
Robert Caulk
cd6f87be17
Merge pull request #7728 from freqtrade/improve_timerange
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Simplify timerange handling
2022-11-17 19:57:48 +01:00
robcaulk
bf4d5b432a
ensure model_type is defined
2022-11-13 18:50:25 +01:00
robcaulk
6394ef4558
fix docstrings
2022-11-13 17:43:52 +01:00
robcaulk
96fafb7f56
remove limit_ram_use
2022-11-13 17:14:47 +01:00
robcaulk
b421521be3
help default ReinforcementLearner users by assigning the model_type automatically
2022-11-13 17:12:17 +01:00
robcaulk
90f168d1ff
remove more user references. cleanup dataprovider
2022-11-13 17:06:06 +01:00
robcaulk
388ca21200
update docs, fix bug in environment
2022-11-13 16:56:31 +01:00
robcaulk
af9e400562
add test coverage, fix bug in base environment. Ensure proper fee is used.
2022-11-13 15:31:37 +01:00
Matthias
942840da2d
Improve setting wording to keep future possibilities open
2022-11-13 15:22:44 +01:00
robcaulk
81f800a79b
switch to using FT calc_profi_pct, reverse entry/exit fees
2022-11-13 13:41:17 +01:00
robcaulk
e71a8b8ac1
add ability to integrate state info or not, and prevent state info integration during backtesting
2022-11-12 18:46:48 +01:00
robcaulk
9c6b97c678
ensure normalization acceleration methods are employed in RL
2022-11-12 12:01:59 +01:00
robcaulk
6746868ea7
store dataprovider to self instead of strategy
2022-11-12 11:33:03 +01:00
robcaulk
7a4bb040a5
merge develop into feat/freqai-rl-dev
2022-11-12 10:54:34 +01:00
robcaulk
214c622475
move dataframe converter to converter.py
2022-11-12 10:38:25 +01:00
robcaulk
9617d8143d
Merge remote-tracking branch 'origin/develop' into add-single-precision-freqai
2022-11-12 10:21:38 +01:00
Matthias
e6172a68d7
Merge pull request #7730 from freqtrade/fix-metric-tracker
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fix loading of metric tracker from disk
2022-11-11 20:01:26 +01:00
Robert Caulk
833578716c
Merge pull request #7644 from markdregan/multi-target-classifier
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Support for multi target multi-class classification (FreqaiMultiOutputRegressor for Classification)
2022-11-11 18:48:38 +01:00
robcaulk
790ff2a84b
merge develop into add-single-prec
2022-11-11 18:08:51 +01:00
robcaulk
e46a57bbd0
move mem logs to debug
2022-11-11 18:05:32 +01:00
robcaulk
66514e84e4
add LightGBMClassifierMultiTarget. add test
2022-11-11 17:45:53 +01:00
robcaulk
054133955b
fix loading of metric tracker from disk
2022-11-11 17:24:09 +01:00
Matthias
0f9c5f8d41
Simplify timerange handling
2022-11-10 18:28:18 +01:00
Matthias
57313dd961
Update some usages of timerange to new, simplified method
2022-11-10 18:11:39 +01:00
Matthias
884014a4b9
Fix some minor typos
2022-11-07 18:35:28 +00:00
Wagner Costa Santos
6559384286
Merge branch 'develop' into backtest_live_models
2022-11-07 15:14:10 -03:00
Emre
43bdd34964
Optimize reduce_dataframe_footprint function
2022-11-05 19:13:02 +03:00
robcaulk
53df607067
avoid duplicating features with okx/gateio, ensure inference timer gets logged
2022-11-05 15:42:19 +01:00
robcaulk
257c833831
add doc for single precision, dont allow half precision, add test
2022-11-04 18:10:04 +01:00
robcaulk
3ccc120f92
add option to force single precision
2022-11-04 17:42:10 +01:00
robcaulk
8bdc99a3d6
fix self-imposed bug
2022-11-04 16:41:38 +01:00
robcaulk
19d90b813a
improve readibility in start_backtesting()
2022-11-04 16:10:46 +01:00
