Commit Graph

221 Commits

Author SHA1 Message Date
robcaulk fcb5d1cb5a remove debugging flag 2022-08-28 13:01:39 +02:00
robcaulk dd628eb525 add tests for outlier detection and removal functions 2022-08-28 12:56:39 +02:00
robcaulk 1e41c773a0 fix outlier protection 2022-08-28 12:11:29 +02:00
th0rntwig 71f7d68783 Fixed mypy error 2022-08-27 12:44:55 +02:00
elintornquist 86c5ac44e4 Add outlier percentage check 2022-08-26 23:05:07 +02:00
elintornquist b2d664c63c Change MinPts calculation 2022-08-26 18:57:27 +02:00
th0rntwig 5ce1c69803
Improve DBSCAN epsilon identification (#7269)
* Improve DBSCAN epsilon identification
2022-08-22 19:57:20 +02:00
robcaulk 96d8882f1e Plug mem leak, add training timer 2022-08-22 13:30:30 +02:00
longyu cfa5b3f12c add new line 2022-08-19 12:39:08 +02:00
longyu 277245c69d remove line 2022-08-19 12:39:00 +02:00
longyu f70b0bab80 remove line 2022-08-17 23:49:20 +02:00
longyu 9c38c27eed ignore sample itself distance for avg_mean_dist computation 2022-08-17 15:09:57 +02:00
longyu 72c34291e3 newline 2022-08-17 15:09:10 +02:00
robcaulk 4c0fda400f fix input shape warning for LGBMClassifier, add sample_weights/eval_weights 2022-08-16 11:41:53 +02:00
Matthias c7e1719215 Fix interface import sorting 2022-08-15 06:53:02 +02:00
robcaulk 006b11e5d5 fix leftover bug in indicator population 2022-08-14 21:42:55 +02:00
robcaulk 8961b8d560 merge in inference timer and historic predictions handling improvements. 2022-08-14 20:31:15 +02:00
robcaulk ad846cdb76 fix lock bug, update docstring 2022-08-14 20:24:29 +02:00
Matthias 464d99808f Update doc table formatting 2022-08-14 18:22:01 +02:00
Matthias a29402ddde Rename and move analysis_lock to data_kitchen 2022-08-14 17:23:14 +02:00
Matthias 3a9ec76c91 Move "freqai.lock" to backend to simplify user interface 2022-08-14 17:19:50 +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 31be707cc8 clean up code, add docstrings 2022-08-13 19:40:24 +02:00
robcaulk 3e38c1b0bd take dynamic sized tail off historic_predictions as return dataframe to strategy. 2022-08-13 19:40:24 +02:00
robcaulk 7d448fd4ac allow fit_live_predictions access to current pair 2022-08-13 19:40:24 +02:00
robcaulk 1f192be43b avoid denormalizing labels twice 2022-08-13 19:40:24 +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 fb4b73ce89 ensure dates are saved 2022-08-12 12:03:44 +02:00
robcaulk 2cae3c42e6 remove trade database analyzer, clean up a bit 2022-08-10 17:43:06 +02:00
robcaulk 5a16d5a512 Deactivate database analyzer if user does not use sqlite 2022-08-09 16:36:22 +02:00
robcaulk e7de812948 Allow user to user pair_dict for persistent storage of custom data 2022-08-09 16:03:10 +02:00
robcaulk aef086b02e Improved dict typing, timeframe parser, collect dates associated with training data points 2022-08-09 15:30:25 +02:00
Matthias 77b3b8a134 Use main exchange instead of creating a separate instance. 2022-08-08 18:34:11 +00:00
robcaulk ea64f43e52 bring back auto DF resizing for okx 2022-08-08 01:13:13 +02:00
robcaulk eb8bde37c1 Add lightgbm classifier, add classifier check test, fix classifier bug. 2022-08-06 17:51:21 +02:00
Matthias 47a30047eb Fix typo 2022-08-06 15:03:10 +02:00
Matthias b16f57cb0d Minor stylistic fixes 2022-08-06 14:55:46 +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
Robert Caulk ce8fbbf743 ensure loading historical df matches frequi indices 2022-08-06 07:25:59 +02:00
robcaulk 60d782e5c5 remove unnecessary function 2022-08-05 21:31:32 +02:00
robcaulk a42a060ab5 fix DB once and for all. Make DBSCAN more efficient and robust. 2022-08-05 21:29:03 +02:00
Robert Caulk a3799c4d5d start frequi with historical data if available 2022-08-05 18:27:47 +02:00
robcaulk 29b7b014e5 fix bug in DB path initialization 2022-08-05 18:19:26 +02:00
robcaulk db1d367941 fix bug associated to fit_live_predictions_candles 2022-08-05 13:46:20 +02:00
robcaulk 05ec5c5e54 generalize database url path for any db type 2022-08-05 12:19:29 +02:00
Robert Caulk 51a6b4289f improve DBSCAN performance for subsequent trainings 2022-08-04 17:41:58 +02:00
Robert Caulk fe1b8515a8 fix bug in DBSCAN, update doc 2022-08-04 17:00:59 +02:00