robcaulk
88337b6c5e
convert to using constants in data_drawer. Remove unneeded check_if_pred_in_spaces function
2023-06-08 12:19:42 +02:00
robcaulk
e39e40dc60
improve documentation of pipeline building/customization
2023-06-08 11:56:31 +02:00
robcaulk
135aaa2be2
update docs, improve the interaction with define_data_pipeline
2023-06-07 18:26:49 +02:00
robcaulk
dc577d2a1a
update to new datasieve interface, add noise to pipeline
2023-06-07 17:58:27 +02:00
robcaulk
f7f88aa14d
fix pickle file name
2023-06-07 09:28:56 +02:00
robcaulk
5ac141f72b
convert to new datasieve api
2023-06-06 21:05:51 +02:00
robcaulk
f6a32f4ffd
bump version
2023-05-29 23:35:24 +02:00
robcaulk
e572653616
bring classifier/rl up to new paradigm. ensure tests pass. remove old code. add documentation, add new example transform
2023-05-29 13:33:29 +02:00
robcaulk
31e19add27
start transition toward outsourcing the data pipeline with objective of improving pipeline flexibility
2023-05-26 18:40:14 +02:00
Robert Caulk
f647fb342b
Update base_tensorboard.py
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Remove incorrect warning message.
2023-05-25 16:35:06 +02:00
Richard Jozsa
39f4fb8797
Merge branch 'freqtrade:develop' into develop
2023-05-22 08:36:25 +00:00
Richard Jozsa
d26aa231fc
Stable baselines updates, and fix
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There was a seeding error in SB3 after the gymnasium update, the stable baselines team has patched and fixed the issue, but the reset function has to be aligned.
2023-05-22 10:36:07 +02:00
Matthias
a87b215d67
Fix odd import
2023-05-21 09:50:59 +02:00
robcaulk
dd1a0156b9
resolve conflict, ensure gpu works with transformer
2023-05-19 14:39:16 +00:00
robcaulk
adeab13bdf
cleanup tests, cross fingers that mac will pass
2023-05-17 07:21:48 +00:00
Matthias
7d15c379cb
Fix faulty removed import
2023-05-15 19:26:51 +02:00
Matthias
c7f7dd1d4b
Avoid unnecessary type ignore
2023-05-15 18:27:12 +02:00
robcaulk
9242dfa355
try reactivating tb for some tests
2023-05-14 16:05:49 +00:00
robcaulk
505f36a95f
try even more deactivation
2023-05-14 15:49:24 +00:00
robcaulk
1ed084557a
try even more deactivation
2023-05-14 15:44:41 +00:00
robcaulk
340d2191ff
deactivate tensorboard by default
2023-05-14 14:39:23 +00:00
robcaulk
55a1a3afd6
add config option for activating and deactivating tensorboard logger, ensure the various flavors are never activated simultaneously
2023-05-14 14:08:00 +00:00
robcaulk
ab7a474ab6
try limiting tb_logger to pytorch only (XGBoost still gets its callback)
2023-05-14 12:03:15 +00:00
robcaulk
8a9b2fc16f
fix merge conflicts with develop
2023-05-14 12:00:03 +00:00
Matthias
90ac387444
Merge pull request #8634 from freqtrade/bug-fix/continual_learning
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fix bug in continual_learning for PyTorch* models
2023-05-13 15:32:49 +02:00
robcaulk
18c1eda09b
remove commented lines
2023-05-13 11:27:36 +00:00
robcaulk
3ae3cc63df
fix bug in continual_learning for PyTorch* models
2023-05-13 11:14:16 +00:00
Matthias
400cbd1836
Fix types
2023-05-12 19:47:53 +02:00
Matthias
6d7172ac44
Re-add init file
2023-05-12 18:26:34 +02:00
Matthias
49b9b463b4
Move tensorboard callback exports to freqai.tensorboard.
2023-05-12 18:26:01 +02:00
robcaulk
31d15da49e
add disclaimers everywhere about how example strategies are meant as examples
2023-05-12 08:16:48 +00:00
robcaulk
692fa390c6
fix the import logic, fix tests, put all tensorboard in a single folder
2023-05-12 07:56:44 +00:00
robcaulk
b01aaa4d03
ensure backtesting also produces tb_logs, make sure tests are working
2023-05-10 10:11:33 +00:00
robcaulk
172b2587ab
Merge remote-tracking branch 'originssh/develop' into develop
2023-05-10 09:48:54 +00:00
robcaulk
ffc4d87263
add tensorboard integration to XGBoost and PyTorch et al
2023-05-10 09:48:36 +00:00
robcaulk
2c0230ba93
avoid mutating new_trained_timerange
2023-05-09 12:42:02 +00:00
robcaulk
35ce88f1e5
ensure that the buffered timerange is not the trained timestamp so that live_retrain_hours functions properly
2023-05-09 10:00:33 +00:00
Robert Caulk
950eaf230e
Merge pull request #8580 from freqtrade/feat/add-transformer
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Add transformer to FreqAI
2023-05-07 11:32:38 +02:00
Matthias
89c60bbee6
Merge pull request #8598 from freqtrade/bug-fix-backtesting
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bug fix backtest feature validation
2023-05-07 08:14:34 +02:00
robcaulk
36e1e58dad
fix arch
2023-05-06 17:40:04 +00:00
robcaulk
3bbb7e38ea
improve transformer architecture, remove 3.10 install constraint, add documentation for torch.compile()
2023-05-06 16:12:10 +00:00
robcaulk
c2beeb4c79
bug fix backtest feature validation
2023-05-06 15:53:58 +00:00
Tommaso Falchi
908a2e817a
Align BasePyTorchRegressor tensors to cpu as in BasePyTorchClassifier
2023-05-05 15:43:48 +02:00
Tommaso Falchi
306dfc4ae8
refactor(BasePyTorchClassifier.py): convert tensor to list before creating DataFrame to avoid TypeError.
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docs(BasePyTorchClassifier.py): add missing parameter description in predict method
2023-05-05 13:04:53 +02:00
robcaulk
af139ffbab
add transformer with positional encoding, fix some odds and ends in pytorch, upgrade to PyTorch 2.0
2023-05-01 13:18:03 +00:00
Richard Jozsa
ceb2631a56
Merge branch 'freqtrade:develop' into develop
2023-05-01 01:00:34 +02:00
vinistation
d1eb6d4fed
Update BasePyTorchRegressor.py
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Denormalization of prediction added to te PytorchMLP Model
2023-04-28 14:48:16 -05:00
Matthias
8cf0e4a316
Fix mypy typing errors
2023-04-26 19:43:42 +02:00
Matthias
6d3c94a739
type: ignore the offending tensorflow call
2023-04-26 18:08:55 +02:00
robcaulk
c6f3a3bbca
avoid typing issues in the tensorboard callback
2023-04-26 14:11:26 +02:00
robcaulk
e86980befa
remove typing from callback init
2023-04-26 13:42:10 +02:00
robcaulk
e29ce218eb
fix typing in TensorboardCallback
2023-04-26 10:54:54 +02:00
Matthias
59f9f4d467
Fix exception typos due to newlines
2023-04-25 09:27:33 +02:00
robcaulk
0a05099713
fix mypy
2023-04-21 22:52:19 +02:00
Matthias
f30fc29da0
Merge branch 'develop' into pr/richardjozsa/8336
2023-04-19 19:37:51 +02:00
Matthias
3fb5cd3df6
Improve formatting
2023-04-17 20:27:18 +02:00
Matthias
9caa74c796
Merge branch 'develop' into pr/initrv/8426
2023-04-16 18:16:16 +02:00
Richard Jozsa
8620f1178d
Merge branch 'freqtrade:develop' into develop
2023-04-16 14:29:57 +02:00
Matthias
90ce2ae7e4
Merge branch 'develop' into pr/initrv/8426
2023-04-13 20:01:35 +02:00
robcaulk
dcf9bbdaea
ensure data is on same device as the model
2023-04-13 12:19:34 +02:00
Matthias
9857675a5e
Update torch import
2023-04-11 19:38:24 +02:00
Robert Caulk
4ab047dfa7
Merge pull request #8297 from Yinon-Polak/feat/add-pytorch-model-support
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Feat/add pytorch model support
2023-04-11 15:40:12 +02:00
Matthias
9c2cdd4fb9
Merge pull request #8388 from freqtrade/patch-pair-colon-bug
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Bug fix: FreqAI backtest target setting
2023-04-08 14:16:41 +02:00
robcaulk
69b9b35a08
Merge remote-tracking branch 'origin/develop' into feat/add-pytorch-model-support
2023-04-08 13:22:25 +02:00
robcaulk
48d3c8e62e
fix model loading from disk bug, improve doc, clarify installation/docker instructions, add a torch tag to the freqairl docker image. Fix seriously outdated prediction_model docstrings
2023-04-08 12:09:53 +02:00
Yinon Polak
a655524221
pytorch mlp rename input to fix mypy error
2023-04-04 12:24:29 +03:00
Yinon Polak
26738370c7
pytorch mlp add explicit annotation to fix mypy error
2023-04-04 12:12:02 +03:00
Yinon Polak
6b204c97ed
fix pytorch data convertor type hints
2023-04-03 19:02:07 +03:00
Yinon Polak
0c4574b3b7
prevent mypy error, explicitly unpack input list of pytorch mlp model,
2023-04-03 18:10:47 +03:00
Yinon Polak
d9d9993179
add documentation
2023-04-03 17:06:39 +03:00
Yinon Polak
7b494c8333
add documentation to pytorch data convertor
2023-04-03 16:39:49 +03:00
Yinon Polak
bc9454e0f9
add device to data convertor class doc
2023-04-03 16:36:38 +03:00
Yinon Polak
36a0a14a23
clean code
2023-04-03 16:26:42 +03:00
Yinon Polak
c137666230
fix imports
2023-04-03 16:03:15 +03:00
Yinon Polak
bd3b70293f
add pytorch data convertor
2023-04-03 15:19:10 +03:00
initrv
cfc0410388
use rl_config get instead of freqai_info
2023-04-02 04:08:07 +03:00
initrv
cab82e8e60
Add sb3 learn progress bar
2023-04-02 02:59:02 +03:00
robcaulk
92f34f262e
make trade_type value more explicit, add profit to trade_history dict
2023-04-01 10:05:58 +02:00
Yinon Polak
077a947972
clean code
2023-03-28 15:18:10 +03:00
Yinon Polak
dfbebdea9b
improve comment on class_names in freqai interface
2023-03-28 14:44:44 +03:00
Yinon Polak
b795a70102
fix config example in pytorch mlp documentation
2023-03-28 14:44:43 +03:00
Yinon Polak
026b6a39a9
bugfix skip test split when empty
2023-03-28 14:40:23 +03:00
Richard Jozsa
7cbc0ce80a
Merge branch 'freqtrade:develop' into develop
2023-03-28 01:23:24 +02:00
robcaulk
3cabcabcbd
ensure labels are properly defined in backtesting
2023-03-27 15:23:01 +02:00
robcaulk
f1e831a7b8
fix bug in backtest target setting
2023-03-26 13:43:59 +02:00
Robert Caulk
d9c8b322ce
Update freqai_interface.py
2023-03-25 13:37:07 +01:00
Yinon Polak
479aafc331
rename Torch to PyTorch
2023-03-22 17:50:00 +02:00
Robert Caulk
bdf19f1d66
Update freqai_interface.py
2023-03-21 22:44:56 +01:00
robcaulk
1ba01746a0
organize pytorch files
2023-03-21 15:09:54 +01:00
Yinon Polak
83a7d888bc
type hint init in pytorch mlp classes
2023-03-21 15:19:34 +02:00
Yinon Polak
a80afc8f1b
add optional target tensor squeezing to pytorch trainer
2023-03-21 13:20:54 +02:00
Yinon Polak
97339e14cf
round up divisions in calc_n_epochs
2023-03-21 12:29:05 +02:00
Yinon Polak
443263803c
unsqueeze target tensor when 1 dimensional
2023-03-21 11:42:05 +02:00
Yinon Polak
9906e7d646
clean code
2023-03-21 11:23:45 +02:00
Yinon Polak
e8f040bfbd
add class_name attribute to freqai interface
2023-03-20 20:38:43 +02:00
Yinon Polak
a4b617e482
type hints fixes
2023-03-20 20:22:28 +02:00
Yinon Polak
c06cd38951
clean code
2023-03-20 19:55:39 +02:00
Yinon Polak
0a55753faf
move default attributes of pytorch classifier to initializer,
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to prevent mypy from complaining
2023-03-20 19:40:36 +02:00
Yinon Polak
6b4d9f97c1
clean code
2023-03-20 19:28:30 +02:00
Yinon Polak
500c401b75
improve pytorch classifier documentation
2023-03-20 18:41:04 +02:00
Yinon Polak
9aec1ddb17
sort imports
2023-03-20 18:41:04 +02:00
Yinon Polak
d98890f32e
sort imports
2023-03-20 18:41:04 +02:00
Yinon Polak
f659f8e309
remove unused imports
2023-03-20 18:41:04 +02:00
Yinon Polak
54db239175
add pytorch regressor example
2023-03-20 18:41:04 +02:00
Yinon Polak
601c37f862
refactor classifiers class names
2023-03-20 18:41:04 +02:00
Yinon Polak
501e746c52
improve mlp documentation
2023-03-20 18:41:04 +02:00
Yinon Polak
d04146d1b1
improve mlp documentation
2023-03-20 18:41:04 +02:00
Yinon Polak
ea08931ab3
add mlp documentation
2023-03-20 18:41:04 +02:00
Yinon Polak
ddd1b5c0ff
modify feedforward net, move layer norm to start of thr block
2023-03-20 18:41:04 +02:00
Yinon Polak
fbf7049ac5
sort imports
2023-03-20 18:41:04 +02:00
Yinon Polak
833aaf8e10
create children class to PyTorchClassifier to implement the fit method where we initialize the trainer and model objects
2023-03-20 18:41:04 +02:00
robcaulk
fab505be1b
cheat flake8 for now until we can refactor save into the model class
2023-03-20 18:41:03 +02:00
Richard Jozsa
66c326b789
Add proper handling of multiple environments
2023-03-20 15:54:58 +01:00
Matthias
c92f28bf6f
ruff: Activate UP ruleset
2023-03-19 17:57:56 +01:00
Matthias
477dc50425
Add pair output to "tossed" messages
2023-03-18 16:32:07 +00:00
Matthias
9044052b4e
Fix exceptions when training fails
2023-03-17 18:29:10 +01:00
Richard Jozsa
d03fe1f8ee
add latest experimental version of gymnasium
2023-03-16 00:53:37 +01:00
Yinon Polak
918889a2bd
reduce mlp number of parameters for testing
2023-03-13 20:09:12 +02:00
initrv
f3a1177bad
bring inc back
2023-03-13 17:53:35 +03:00
Yinon Polak
d7ea750823
revert to using model_training_parameters
2023-03-13 00:35:51 +02:00
Yinon Polak
b6096efadd
logging change
2023-03-13 00:35:14 +02:00
Yinon Polak
b927c9dc01
remove train loss calculation from estimate_loss
2023-03-13 00:17:34 +02:00
Yinon Polak
523a58d3d6
simplify statement for pytorch file_type extension
2023-03-13 00:16:44 +02:00
initrv
a10f78e3ef
fix increment in case of 0
2023-03-12 23:29:27 +03:00
Yinon Polak
0012fe36ca
sort imports
2023-03-12 16:16:04 +02:00
Yinon Polak
cb17b36981
simplify file_type check comparisons
2023-03-12 14:50:08 +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
2ef11faba7
reformat documentation
2023-03-09 13:25:20 +02:00
Yinon Polak
c9eee2944b
reformat documentation
2023-03-09 13:01:04 +02:00
Yinon Polak
6f962362f2
expand pytorch trainer documentation
2023-03-09 12:45:46 +02:00
Yinon Polak
ba5de0cd00
add documentation
2023-03-09 11:21:10 +02:00
Yinon Polak
3081b9402b
add documentation
2023-03-09 11:14:54 +02:00
robcaulk
d10ee0979a
ensure training_features_list is updated properly
2023-03-08 19:37:11 +01:00
Robert Caulk
85e345fc48
Update BaseReinforcementLearningModel.py
2023-03-08 19:29:39 +01:00
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
robcaulk
29d337fa02
ensure ohlc is dropped from both train and predict
2023-03-08 11:26:28 +01:00
robcaulk
d9dc831772
allow user to drop ohlc from features in RL
2023-03-07 11:33:54 +01:00