robcaulk
|
acf3484e88
|
add multiprocessing variant of ReinforcementLearningPPO
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
13cd18dc9a
|
PPO policy change + verbose=1
|
2022-08-24 13:00:55 +02:00 |
|
robcaulk
|
926023935f
|
make base 3ac and base 5ac environments. TDQN defaults to 3AC.
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
096533bcb9
|
3ac to 5ac
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
718c9d0440
|
action fix
|
2022-08-24 13:00:55 +02:00 |
|
robcaulk
|
9c78e6c26f
|
base PPO model only customizes reward for 3AC
|
2022-08-24 13:00:55 +02:00 |
|
robcaulk
|
6048f60f13
|
get TDQN working with 5 action environment
|
2022-08-24 13:00:55 +02:00 |
|
robcaulk
|
d4db5c3281
|
ensure TDQN class is properly named
|
2022-08-24 13:00:55 +02:00 |
|
robcaulk
|
91683e1dca
|
restructure RL so that user can customize environment
|
2022-08-24 13:00:55 +02:00 |
|
sonnhfit
|
ecd1f55abc
|
add rl module
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
9b895500b3
|
initial commit - new dev branch
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
cd3fe44424
|
callback function and TDQN model added
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
01232e9a1f
|
callback function and TDQN model added
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
8eeaab2746
|
add reward function
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
ec813434f5
|
ReinforcementLearningModel
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
2f4d73eb06
|
Revert "ReinforcementLearningModel"
This reverts commit 4d8dfe1ff1daa47276eda77118ddf39c13512a85.
|
2022-08-24 13:00:55 +02:00 |
|
MukavaValkku
|
c1e7db3130
|
ReinforcementLearningModel
|
2022-08-24 13:00:55 +02:00 |
|
robcaulk
|
05ed1b544f
|
Working base for reinforcement learning model
|
2022-08-24 13:00:40 +02:00 |
|
robcaulk
|
4c0fda400f
|
fix input shape warning for LGBMClassifier, add sample_weights/eval_weights
|
2022-08-16 11:41:53 +02:00 |
|
Robert Caulk
|
c9c128f781
|
finalize logo, improve doc, improve algo overview, fix base tensorflowmodel for mypy
|
2022-08-14 02:49:01 +02:00 |
|
robcaulk
|
58de20af0f
|
make BaseClassifierModel. Add predict_proba to lightgbm
|
2022-08-13 20:07:31 +02:00 |
|
robcaulk
|
b1b76a2dbe
|
debug classifier with predict proba
|
2022-08-13 19:40:24 +02:00 |
|
robcaulk
|
23cc21ce59
|
add predict_proba to base classifier, improve historic predictions handling
|
2022-08-13 19:40:24 +02:00 |
|
robcaulk
|
eb8bde37c1
|
Add lightgbm classifier, add classifier check test, fix classifier bug.
|
2022-08-06 17:51:21 +02:00 |
|
Robert Caulk
|
07763d0d4f
|
add classifier, improve model naming scheme
|
2022-08-06 08:33:55 +02:00 |
|
robcaulk
|
f22b140782
|
fix backtesting bug, undo move of label stat calc, fix example strat exit logic
|
2022-07-29 17:27:35 +02:00 |
|
robcaulk
|
59624181bd
|
isort BaseRegressionModel imports
|
2022-07-29 08:23:44 +02:00 |
|
robcaulk
|
c84d54b35e
|
Fix typing issue, avoid using .get() when unnecessary, convert to fstrings
|
2022-07-29 08:12:50 +02:00 |
|
robcaulk
|
324e54c015
|
fix possible memory leak associated with Catboost Pool object
|
2022-07-26 17:29:29 +02:00 |
|
robcaulk
|
3f149c4067
|
fix return type in BaseTensorFlowModel
|
2022-07-26 16:01:54 +02:00 |
|
robcaulk
|
e213d0ad55
|
isolate data_drawer functions from data_kitchen, accommodate tests, add new test
|
2022-07-26 10:24:14 +02:00 |
|
robcaulk
|
56b17e6f3c
|
allow user to pass test_size = 0 and avoid using eval sets in prediction models
|
2022-07-25 19:40:13 +02:00 |
|
Robert Caulk
|
7b105532d1
|
fix mypy error and add test for principal component analysis
|
2022-07-25 11:46:59 +02:00 |
|
Matthias
|
520ee3f7a1
|
Convert freqAI into packages
|
2022-07-24 17:07:45 +02:00 |
|
Matthias
|
1885deb632
|
More docstring changes
|
2022-07-24 16:54:39 +02:00 |
|
Robert Caulk
|
88e10f7306
|
add exception for not passing timerange. Remove hard coded arguments for CatboostPredictionModels. Update docs
|
2022-07-24 09:01:23 +02:00 |
|
robcaulk
|
f3d46613ee
|
move prediction denormalization into datakitchen. remove duplicate associated code. avoid normalization/denormalization for string dtypes.
|
2022-07-23 17:14:33 +02:00 |
|
robcaulk
|
98c8a447b2
|
add LightGBMPredictionMultiModel
|
2022-07-22 12:40:51 +02:00 |
|
lolong
|
9c051958a6
|
Feat/freqai (#7105)
Vectorize weight setting, log training dates
Co-authored-by: robcaulk <rob.caulk@gmail.com>
|
2022-07-19 17:49:18 +02:00 |
|
lolong
|
ed0f8b1189
|
Improve FreqAI documentation (#7072)
Improve doc + some other small fixes
Co-authored-by: robcaulk <rob.caulk@gmail.com>
|
2022-07-18 11:57:52 +02:00 |
|
robcaulk
|
4141d165ff
|
add BaseTensorFlowModel class
|
2022-07-12 19:10:09 +02:00 |
|
robcaulk
|
ef409dd345
|
Add ground work for TensorFlow models, add protections from common mistakes
|
2022-07-12 18:09:17 +02:00 |
|
Robert Caulk
|
fea63fba12
|
Fix saving/loading historic predictions
|
2022-07-12 10:12:50 +02:00 |
|
Robert Caulk
|
8ce6b18318
|
start collecting indefinite history of predictions. Allow user to generate statistics on these predictions. Direct FreqAI to save these to disk and reload them if available.
|
2022-07-11 22:01:48 +02:00 |
|
Matthias
|
3fc92b1b21
|
Create BaseRegression model - designed to reduce code duplication across currently available models.
|
2022-07-11 11:33:59 +02:00 |
|
Robert Caulk
|
607455919e
|
Change config parameter names to improve clarity and consistency throughout the code (!!breaking change, please check discord support channel for migration instructions or review templates/FreqaiExampleStrategy.py config_examples/config_freqai_futures.example.json file changes!!)
|
2022-07-10 12:35:44 +02:00 |
|
Matthias
|
819cc9c0e4
|
Fully align LightGBM with Catboost
|
2022-07-10 11:06:18 +02:00 |
|
Matthias
|
58b18770e3
|
Fix LightGBM missing argument in predict method
|
2022-07-10 11:05:35 +02:00 |
|
Matthias
|
2e1061af64
|
Fix faulty LightGBM model
|
2022-07-09 08:21:42 +00:00 |
|
robcaulk
|
8ac8d53c32
|
All LGBMRegressor model parameters are now set in config
|
2022-07-03 16:30:01 +02:00 |
|