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253 Commits

Author SHA1 Message Date
Matthias
521025037d
Merge pull request #8203 from freqtrade/add-bufer-train-data-candles 
Add buffer_train_data_candles feature
 2023-02-24 13:25:18 +01:00
robcaulk
b8f011a2ab give users ability to decide how many models to keep in dry/live 2023-02-22 22:27:56 +01:00
robcaulk
2b5c11c7b4 allow users to buffer train data with buffer_train_data_candles parameter 2023-02-21 21:08:34 +01:00
robcaulk
fd4e27d889 remove populate_any_indicators 2023-02-21 14:22:40 +01:00
robcaulk
351c5fbf7f add shuffle_after_split to conftest 2023-02-16 19:48:22 +01:00
robcaulk
b6a741b421 merge develop into feat/shuffle_after_split 2023-02-16 18:46:01 +01:00
robcaulk
ccb4efbe88 remove follow mode in favor of producer consumer 2023-02-02 11:40:23 +01:00
Wagner Costa
abdeb72eb0 fix tests 2023-01-05 17:54:56 -03:00
Wagner Costa
2e30bdb9b2 freqai bt - fix tests 2022-12-29 16:35:11 -03:00
robcaulk
6f7eb71bbb ensure RL works with new naming scheme 2022-12-28 14:52:33 +01:00
robcaulk
c2936d551b improve doc, update test strats, change function names 2022-12-28 13:25:40 +01:00
robcaulk
a276ef4b06 ensure long only RL is tested 2022-12-19 11:49:31 +01:00
Emre
e604047158
Enable RL tests on arm mac 2022-12-16 22:57:55 +03:00
Emre
a8c9aa01fb
Add 3ac test 2022-12-16 22:31:44 +03:00
robcaulk
c9bc91c75b add shuffle_after_split option 2022-12-16 11:20:37 +01:00
robcaulk
62c69bf2b5 fix custom_info 2022-12-05 20:22:54 +01:00
Wagner Costa
17cf3c7e83 bug fixes and removed fillna from fit_live_predictions 2022-11-30 08:28:45 -03:00
Wagner Costa
df979ece33 Merge branch 'develop' into backtest_fitlivepredictions 2022-11-29 09:39:15 -03:00
robcaulk
81fd2e588f ensure typing, remove unsued code 2022-11-26 12:11:59 +01:00
robcaulk
00d2a01bf0 isort 2022-11-24 18:57:01 +01:00
robcaulk
8855e36f57 reduce freqai testing time by reducing retrain frequency and number of features 2022-11-24 18:16:33 +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
Wagner Costa Santos
3903b04d3f save_live_data_backtest - added docs and tests 2022-11-17 15:20:07 -03:00
robcaulk
1e9e7887aa fix constants.py, fix freqai test 2022-11-13 15:38:35 +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
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
Robert Caulk
833578716c
Merge pull request #7644 from markdregan/multi-target-classifier 
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
66514e84e4 add LightGBMClassifierMultiTarget. add test 2022-11-11 17:45:53 +01:00
Wagner Costa Santos
6559384286 Merge branch 'develop' into backtest_live_models 2022-11-07 15:14:10 -03:00
robcaulk
257c833831 add doc for single precision, dont allow half precision, add test 2022-11-04 18:10:04 +01:00
robcaulk
444a068481 merge develop into track-current-candle 2022-11-03 21:09:08 +01:00
Wagner Costa Santos
17798b3397 Merge branch 'develop' into backtest_live_models 2022-11-03 13:29:25 -03:00
robcaulk
b3b756ec14 ensure test pass 2022-11-02 20:30:04 +01:00
robcaulk
255eb71270 start tracking the current candle in FreqAI, add robustness to corr_df caching and inference timer, add test for cache corr_df 2022-11-02 19:32:22 +01:00
robcaulk
2afa185dc6 add integrated tests for PCA and DBSCAN 2022-11-02 18:34:56 +01:00
robcaulk
a49edfbaee add tests for CatboostClassifier 2022-10-30 18:08:10 +01:00
robcaulk
d1a0874683 merge develop into feat/freqai-rl-dev 2022-10-30 10:13:03 +01:00
Matthias
801e91c39e
Merge pull request #7618 from wizrds/fix/docker-config-record 
Update function in FreqAI interface to record FreqAI config params
 2022-10-29 08:56:20 +02:00
Robert Caulk
137aa1756b
Merge pull request #7593 from th0rntwig/prediction-shape 
Fix constant PCA
 2022-10-24 08:33:36 +02:00
Timothy Pogue
bb06745227 fix tests 2022-10-23 12:25:39 -06:00
th0rntwig
49ff51f11f Change storage loc and fix test fail 2022-10-23 16:24:02 +02:00
Timothy Pogue
c4a2ee05e7 fix freqai test 2022-10-22 09:31:55 -06:00
Timothy Pogue
5ee3b8cbbb update config recording to use all configs, fix tests 2022-10-21 19:48:26 -06:00
Wagner Costa Santos
6606a0113f refactoring - remove unnecessary config file 2022-10-20 14:53:25 -03:00
Wagner Costa Santos
52b60c5cbb Merge branch 'develop' into backtest_live_models 2022-10-20 11:59:37 -03:00
Matthias
23a5a516f9
Merge pull request #7557 from freqtrade/add-metric-tracker 
Add metric tracker to FreqAI
 2022-10-16 18:20:07 +02:00
Robert Caulk
62ca822597
Merge pull request #7569 from Silur/develop 
Add XGBoost random forest predictors to freqai
 2022-10-15 16:09:26 +02:00
robcaulk
9135e631c0 :Merge branch 'develop' into add-metric-tracker 2022-10-15 15:54:41 +02:00
Matthias
498289728d Fix catboost tests polluting CWD 2022-10-15 08:48:41 +02:00
robcaulk
b236e362ba Merge remote-tracking branch 'origin/develop' into add-metric-tracker 2022-10-14 19:00:49 +02:00
Wagner Costa Santos
6919f3aa75 Backtest live models - fix utc date convert issue 2022-10-13 15:03:27 -03:00
Wagner Costa Santos
93fe2b6446 Merge branch 'develop' into backtest_live_models 2022-10-13 11:22:58 -03:00
robcaulk
88b8f18639 add test for metric tracker 2022-10-11 19:24:47 +02:00
silur
30a45bb597 add XGBoostRF models to freqai test interface 2022-10-11 13:17:21 +02:00
Robert Caulk
2e34aa9f04
Merge pull request #7544 from th0rntwig/prediction-shape 
Remove constant labels from prediction
 2022-10-10 21:24:25 +02:00
robcaulk
c9eee2eba4 revert syntax 2022-10-10 20:50:54 +02:00
Wagner Costa Santos
01e3507e4c fix freqai backtest live models 2022-10-10 15:15:43 -03:00
Wagner Costa Santos
3081e73f8a Merge branch 'develop' into backtest_live_models 2022-10-10 14:53:45 -03:00
Matthias
a10b2d003f Add freqai timeframe validation (incl. test) 
closes #7543
 2022-10-09 14:40:25 +02:00
th0rntwig
4daf0000c7 Move check and add log warning 2022-10-08 16:15:48 +02:00
robcaulk
8d7adfabe9 clean RL tests to avoid dir pollution and increase speed 2022-10-08 12:10:38 +02:00
Matthias
3e258e000e Don't set use_db without resetting it 2022-10-07 07:05:56 +02:00
th0rntwig
a9d5e04a43 Remove constant labels from prediction 2022-10-06 19:26:33 +02:00
robcaulk
cf10a76a2a bring back Trades.use_db = True 2022-10-05 17:06:18 +02:00
robcaulk
936ca24482 separate RL install from general FAI install, update docs 2022-10-05 15:58:54 +02:00
robcaulk
9c73411ac2 Merge remote-tracking branch 'origin/develop' into dev-merge-rl 2022-10-05 15:21:45 +02:00
robcaulk
0d67afe15b allow less precision, ensure regex is catching the right chars 2022-10-05 14:38:50 +02:00
robcaulk
4edb30bfa8 isort 2022-10-05 14:11:19 +02:00
robcaulk
0e0bda8f13 improve freqai tests 2022-10-05 14:08:03 +02:00
robcaulk
cf882fa84e fix tests 2022-10-01 20:26:41 +02:00
robcaulk
048cb95bd6 Merge remote-tracking branch 'origin/develop' into dev-merge-rl 2022-10-01 17:48:47 +02:00
robcaulk
38aca8e908 fix failing svm test 2022-09-30 00:22:31 +02:00
Wagner Costa Santos
6845a5c6ea backtest_live_models - refactoring after PR review 2022-09-29 01:48:38 -03:00
Wagner Costa Santos
55ebbeec18 backtest_live models tests refactoring 2022-09-28 08:48:32 -03:00
Wagner Costa Santos
0be115de9c backtest_live_models - added new tests and refactoring 2022-09-27 10:26:57 -03:00
Wagner Costa Santos
22bef71d5d backtest_live_models - add function comments and tests 2022-09-26 19:01:24 -03:00
Matthias
041258a549 Fix arm test failure 2022-09-26 07:02:40 +00:00
paranoidandy
2cc00a1a2c
Allow use of --strategy-list with freqai, with warning (#7455) 
* Allow use of --strategy-list with freqai, with warning

* ensure populate_any_indicators is identical for resused identifiers

* use pair instead of metadata["pair"]

Co-authored-by: robcaulk <rob.caulk@gmail.com>
 2022-09-24 13:21:01 +02:00
robcaulk
647200e8a7 isort 2022-09-23 19:30:56 +02:00
robcaulk
77c360b264 improve typing, improve docstrings, ensure global tests pass 2022-09-23 19:17:27 +02:00
robcaulk
9c361f4422 increase test coverage for RL and FreqAI 2022-09-23 18:04:43 +02:00
Robert Caulk
95121550ef
Remove unnecessary models, add model arg 2022-09-23 10:37:34 +02:00
Robert Caulk
f7dd3045f7
Parameterize backtesting test 2022-09-23 10:30:52 +02:00
robcaulk
1c56fa034f add test_models folder 2022-09-23 09:19:16 +02:00
robcaulk
7295ba0fb2 add test for Base4ActionEnv 2022-09-22 23:42:33 +02:00
robcaulk
eeebb78a5c skip darwin in RL tests, remove example scripts, improve doc 2022-09-22 21:16:21 +02:00
robcaulk
ea8e34e192 Merge branch 'develop' into dev-merge-rl 2022-09-22 19:46:50 +02:00
Robert Caulk
bdeb2f9c6a
Merge branch 'develop' into add-plot-feature-importance 2022-09-18 00:02:46 +02:00
robcaulk
2c23effbf2 allow plot to plot multitargets, add test 2022-09-17 19:17:44 +02:00
Matthias
38b28fc4da Update duplicated test 2022-09-17 14:19:20 +02:00
Matthias
d62cef01be Add test for __informative_pairs_freqai 2022-09-17 10:18:08 +02:00
robcaulk
8aac644009 add tests. add guardrails. 2022-09-15 00:46:35 +02:00
Emre
330d7068ab
Merge branch 'develop' into add-xgboostclassifier 2022-09-10 23:59:11 +03:00
Matthias
b3fc1cfde9 Parametrize classifier tests 2022-09-10 20:18:00 +02:00
Matthias
88892ba663 Parametrize regressor tests 2022-09-10 20:18:00 +02:00
Matthias
f97f1dc5c3 Test CatboostRegressorMultiTarget, simplify test setup via parametrization 2022-09-10 20:18:00 +02:00
Emre
60eb02bb62
Add XGBoostClassifier 2022-09-10 20:13:16 +03:00
Matthias
170bec0438 Fix failing XGBoost tests 2022-09-10 08:24:23 +02:00
Matthias
5705b8759b Merge branch 'develop' into add-continual-learning 2022-09-10 08:24:04 +02:00
Emre
df6e43d2c5 Add XGBoostRegressorMultiTarget class 2022-09-09 19:30:53 +02:00
Emre
1b6410d7d1 Add XGBoostRegressor for freqAI, fix mypy errors 2022-09-09 19:30:53 +02:00
Robert Caulk
d7585161b2
Merge branch 'develop' into add-inlier-metric 2022-09-06 20:40:21 +02:00
robcaulk
e83c9b276d fix whitespace 2022-09-06 19:56:52 +02:00
robcaulk
4b28d0495f fix timestamping, move imports, add words to doc 2022-09-06 19:46:58 +02:00
Matthias
9fb3517adc Fix non-resolvable freqai test 
this test could never succeed in UI's as the name was constantly changing.
 2022-09-05 21:08:01 +02:00
robcaulk
c8a9ac900c fix broken CI 2022-09-05 00:52:26 +02:00
robcaulk
c9be66b5b6 increase test coverage for dk, improve function naming, extra cleaning 2022-09-03 15:52:29 +02:00
robcaulk
599c1c79fb reorganized backtest utilities, test new functionality, improve/update doc 2022-09-03 14:00:01 +02:00
Wagner Costa Santos
44d3a9140d Merge branch 'develop' of https://github.com/wagnercosta/freqtrade into develop 2022-08-31 15:37:06 -03:00
Wagner Costa Santos
7bed0450d2 pr review - refactoring backtesting freqai 2022-08-31 15:36:29 -03:00
Matthias
7ba4fda5d7 Implement PR feedback 2022-08-31 10:26:47 +00:00
Matthias
a88ffd2c9d Merge branch 'develop' into move_datadownload 2022-08-31 10:23:45 +00:00
robcaulk
a44a235b56 isort imports in tests/freqai 2022-08-28 13:47:01 +02:00
robcaulk
6634229cc1 appease the flake8 gods 2022-08-28 13:21:29 +02:00
robcaulk
dd628eb525 add tests for outlier detection and removal functions 2022-08-28 12:56:39 +02:00
robcaulk
ac42c0153d deprecate indicator_max_period_candles, automatically compute startup candles for FreqAI backtesting. 2022-08-22 18:19:07 +02:00
Matthias
398b2946b5 Update test formatting 2022-08-15 06:49:28 +02:00
robcaulk
3f6d427084 add a check for number of training features in tests 2022-08-14 21:46:37 +02:00
Matthias
d36da95941 Fix bad import 2022-08-13 11:07:58 +02:00
Matthias
82ac8cb41f Add freqai backtesting_load test 2022-08-13 10:48:57 +02:00
Matthias
0b92c30abd Fix typo in test file 2022-08-13 10:19:46 +02:00
Matthias
1ac6ec1446 Fix failing test... 2022-08-13 09:56:21 +02:00
Matthias
3b827ee60a Add "freqai.enabled" flag to disable freqAI via config flag 
aligns with how other optional modules work in freqtrade.
 2022-08-13 09:24:04 +02:00
Matthias
f6545ebdb8 Disallow backtesting with --strategy-list for now. 2022-08-13 09:10:03 +02:00
Matthias
77b3b8a134 Use main exchange instead of creating a separate instance. 2022-08-08 18:34:11 +00:00
Matthias
20b4134787 Properly exclude catboost in ARM 2022-08-08 18:15:18 +00:00
robcaulk
eb8bde37c1 Add lightgbm classifier, add classifier check test, fix classifier bug. 2022-08-06 17:51:21 +02:00
Robert Caulk
c172ce1011 improve flexibility of user defined prediction dataframe 2022-08-06 13:51:19 +02:00
Robert Caulk
07763d0d4f add classifier, improve model naming scheme 2022-08-06 08:33:55 +02:00
robcaulk
61693f6c8b fix tests after changing config_example file 2022-07-31 13:20:11 +02:00
robcaulk
ad25a4cb56 reduce number of pair_dict lookups, remove coin_first 2022-07-26 15:58:40 +02:00
robcaulk
fb4e8430cd isort auto import sorting 2022-07-26 10:51:39 +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
55cf378ec2 remove leftover breakpoint from test file 2022-07-25 17:13:24 +02:00
Robert Caulk
897f18a8c8 ensure proper integer type casting for timestamps. Add check test for backtesting subdaily time periods 2022-07-25 15:07:09 +02:00
Robert Caulk
7b105532d1 fix mypy error and add test for principal component analysis 2022-07-25 11:46:59 +02:00
Robert Caulk
4abc26b582 add test for follow_mode 2022-07-25 10:48:04 +02:00
Matthias
95f5218ceb
Reenable Catboost test (#7118) 
* Reenable Catboost test

* Simplify freqAI tests, ensure they use a tempdir for modelstorage
 2022-07-24 07:32:13 +02:00
Matthias
8a3cffcd1b Remove remaining CustomModel references 2022-07-23 17:08:05 +02:00
Matthias
62f7606d2c Update tests to new variant 2022-07-23 17:08:05 +02:00
robcaulk
a99c126266 help windows builds pass freqai tests. Add freqai to README.md 2022-07-20 16:14:19 +02:00
robcaulk
c43935e82a create dedicated minimal freqai test strat 2022-07-20 14:39:28 +02:00