Commit Graph

68 Commits

Author SHA1 Message Date
Matthias
a9732c6195 Fix odd formatting by ruff format 2024-05-13 07:10:25 +02:00
Matthias
d1db43dee0 ruff format: freqai 2024-05-13 07:10:25 +02:00
Matthias
d78a5798e3 Fix further warning message due to old Parallel import 2023-12-25 16:09:42 +01:00
Matthias
16958eaef2 Update sklearn import 2023-12-25 16:04:02 +01:00
robcaulk
fca73531cf fix: use .shape instead of index for outliers 2023-06-25 16:34:44 +02:00
robcaulk
fd420738cd ensure outlier-check is returning as a numpy array from datasieve 2023-06-25 15:43:02 +02:00
Robert Caulk
cca4fa1178
Update BaseClassifierModel.py 2023-06-18 11:31:03 +02:00
Robert Caulk
7e2f857aa5
Update BasePyTorchClassifier.py 2023-06-18 11:30:33 +02:00
robcaulk
b0ab400ff3 fix: ensure test_size=0 is still accommodated 2023-06-17 15:39:33 +02:00
robcaulk
11ff454b3b fix: ensure that a user setting up their own pipeline wont have conflicts with DI_values 2023-06-17 13:21:31 +02:00
robcaulk
229ee643cd revert change to deal with FT pinning old scikit-learn version 2023-06-10 13:24:09 +02:00
robcaulk
41e37f9d32 improve docs, update doc strings 2023-06-10 13:11:47 +02:00
robcaulk
4cdd6bc6c3 avoid using ram for unnecessary train_df, fix some deprecation warnings 2023-06-10 12:07:03 +02:00
robcaulk
33b028b104 ensure data kitchen thread count is propagated to pipeline 2023-06-08 12:33:08 +02:00
robcaulk
135aaa2be2 update docs, improve the interaction with define_data_pipeline 2023-06-07 18:26:49 +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
robcaulk
dd1a0156b9 resolve conflict, ensure gpu works with transformer 2023-05-19 14:39:16 +00:00
Robert Caulk
950eaf230e
Merge pull request #8580 from freqtrade/feat/add-transformer
Add transformer to FreqAI
2023-05-07 11:32:38 +02:00
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.
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
vinistation
d1eb6d4fed
Update BasePyTorchRegressor.py
Denormalization of prediction added to te PytorchMLP Model
2023-04-28 14:48:16 -05:00
robcaulk
dcf9bbdaea ensure data is on same device as the model 2023-04-13 12:19:34 +02:00
Yinon Polak
d9d9993179 add documentation 2023-04-03 17:06:39 +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
Yinon Polak
026b6a39a9 bugfix skip test split when empty 2023-03-28 14:40:23 +03:00
Yinon Polak
479aafc331 rename Torch to PyTorch 2023-03-22 17:50:00 +02:00
robcaulk
1ba01746a0 organize pytorch files 2023-03-21 15:09:54 +01:00
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
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
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
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
1cf0e7be24 use one iteration on all test and train data for evaluation 2023-03-12 12:48:15 +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
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
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
4241bff32a type hints fixes 2023-03-06 20:15:36 +02:00