Matthias
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6643d90e64
|
simplify freqAI start_backtesting
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2022-09-24 10:34:14 +02:00 |
|
robcaulk
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b5fd11f91b
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protect against unforeseen issues in scanning thread
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2022-09-19 21:18:31 +02:00 |
|
robcaulk
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42c75b4a7b
|
combine log messages
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2022-09-19 19:16:32 +02:00 |
|
Robert Caulk
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9b66297cc0
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Fix append
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2022-09-19 12:47:20 +02:00 |
|
Robert Caulk
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995396c775
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Add useful log info
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2022-09-19 11:42:56 +02:00 |
|
Robert Caulk
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ad652817ef
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Ensure train ordering after restart
Ensure lowest timestamps get trained first after restart
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2022-09-19 11:11:23 +02:00 |
|
Robert Caulk
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f9460c80c2
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Merge pull request #7434 from freqtrade/improve-train-queue
improve train queue system in FreqAI
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2022-09-19 10:55:53 +02:00 |
|
Matthias
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ea58c29ded
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Add plot_feature_importance to schema definition
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2022-09-19 08:13:54 +00:00 |
|
Matthias
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225f7cd5f8
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Merge pull request #7431 from initrv/add-plot-feature-importance
Add plot feature importance
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2022-09-19 08:41:10 +02:00 |
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Matthias
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d930931000
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Bring back sleep - it'll ensure we give up control over the thread.
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2022-09-19 07:14:33 +02:00 |
|
robcaulk
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470d5d8405
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ensure full new pairlist is in the queue
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2022-09-18 17:08:07 +02:00 |
|
robcaulk
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eaa43337d2
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improve train queue system, ensure crash resilience in train queue.
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2022-09-18 17:00:55 +02:00 |
|
Matthias
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667853c504
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Use Alias to type config objects
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2022-09-18 13:20:55 +02:00 |
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robcaulk
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2c23effbf2
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allow plot to plot multitargets, add test
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2022-09-17 19:17:44 +02:00 |
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initrv
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1c92734f39
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simplify plot_feature_importance call
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2022-09-17 18:53:43 +03:00 |
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initrv
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b707a6da35
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Add ability to plot feature importance
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2022-09-16 19:17:41 +03:00 |
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Matthias
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e4caccc353
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Merge pull request #7367 from freqtrade/add-continual-learning
add continual learning to catboost and friends
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2022-09-10 20:17:28 +02:00 |
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Robert Caulk
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2077f84f9b
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Merge pull request #7363 from wagnercosta/fixHyperoptFreqai
Fix hyperopt - freqai
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2022-09-10 17:02:01 +02:00 |
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Matthias
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5705b8759b
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Merge branch 'develop' into add-continual-learning
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2022-09-10 08:24:04 +02:00 |
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Matthias
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97be3318f4
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Use Datetime_format from constants
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2022-09-09 20:31:02 +02:00 |
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robcaulk
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a826c0eb83
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ensure signatures match, reduce verbosity
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2022-09-09 19:30:53 +02:00 |
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robcaulk
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e51d352777
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ensure pca is handling same DF as inlier
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2022-09-07 19:11:54 +02:00 |
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robcaulk
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4c9ac6b7c0
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add kwargs, reduce duplicated code
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2022-09-07 18:58:55 +02:00 |
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robcaulk
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ea7bdac9ed
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ensure inlier metric can be combined with other cleaning methods
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2022-09-07 18:45:16 +02:00 |
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wagnercosta
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6b7644029c
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Merge branch 'freqtrade:develop' into fixHyperoptFreqai
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2022-09-07 11:07:51 -03:00 |
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Wagner Costa Santos
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8d16dd804d
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hyperopt - freqai - docs and refactoring
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2022-09-06 15:42:47 -03:00 |
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Robert Caulk
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d7585161b2
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Merge branch 'develop' into add-inlier-metric
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2022-09-06 20:40:21 +02:00 |
|
robcaulk
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97077ba18a
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add continual learning to catboost and friends
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2022-09-06 20:30:46 +02:00 |
|
robcaulk
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4b28d0495f
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fix timestamping, move imports, add words to doc
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2022-09-06 19:46:58 +02:00 |
|
Wagner Costa Santos
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5b826150df
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fix hyperopt - freqai
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2022-09-05 17:43:28 -03:00 |
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robcaulk
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78d01810ed
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reduce code redundancy, ensure live always gets the latest data
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2022-09-05 00:12:00 +02:00 |
|
Wagner Costa Santos
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d43ed186fc
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fix issue with freqai backtesting at slice dataframe
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2022-09-05 00:12:00 +02:00 |
|
Timothy Pogue
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dae3b3d86a
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support shutting down freqai
|
2022-09-03 13:24:14 -06:00 |
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Robert Caulk
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63514b0443
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Merge pull request #7325 from wagnercosta/develop
Improve Freqai backtesting performance
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2022-09-03 19:28:04 +02:00 |
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robcaulk
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c9be66b5b6
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increase test coverage for dk, improve function naming, extra cleaning
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2022-09-03 15:52:29 +02:00 |
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Matthias
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80b5f035ab
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Remove typo in log message
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2022-09-03 15:01:28 +02:00 |
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robcaulk
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599c1c79fb
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reorganized backtest utilities, test new functionality, improve/update doc
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2022-09-03 14:00:01 +02:00 |
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Wagner Costa Santos
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af5460cebf
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Add option to keep models only in memory for backtest
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2022-09-02 22:01:53 -03:00 |
|
Wagner Costa Santos
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d6e115178a
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refactoring freqai backtesting - remove duplicate code
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2022-09-01 07:09:23 -03:00 |
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Wagner Costa Santos
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44d3a9140d
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Merge branch 'develop' of https://github.com/wagnercosta/freqtrade into develop
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2022-08-31 15:37:06 -03:00 |
|
Wagner Costa Santos
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7bed0450d2
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pr review - refactoring backtesting freqai
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2022-08-31 15:36:29 -03:00 |
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wagnercosta
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3d4497467c
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Merge branch 'freqtrade:develop' into develop
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2022-08-31 14:47:06 -03:00 |
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Wagner Costa Santos
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df51da22ee
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refactoring freqai backtesting
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2022-08-31 11:23:48 -03:00 |
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Matthias
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a88ffd2c9d
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Merge branch 'develop' into move_datadownload
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2022-08-31 10:23:45 +00:00 |
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robcaulk
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7f52908e87
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ensure the lost points are prepended for FreqUI
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2022-08-30 18:55:58 +02:00 |
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robcaulk
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a58dd0bbf9
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add noise feature, improve docstrings
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2022-08-30 18:26:24 +02:00 |
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robcaulk
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b11742a4c5
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integrate inlier metric function
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2022-08-30 18:26:24 +02:00 |
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robcaulk
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96d8882f1e
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Plug mem leak, add training timer
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2022-08-22 13:30:30 +02:00 |
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robcaulk
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5155afb4e7
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clean up code remnants
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2022-08-17 15:22:48 +02:00 |
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robcaulk
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0c34104e45
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extract download-data from freqai to prepare for future async changes
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2022-08-17 15:18:44 +02:00 |
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Matthias
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c7e1719215
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Fix interface import sorting
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2022-08-15 06:53:02 +02:00 |
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robcaulk
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8961b8d560
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merge in inference timer and historic predictions handling improvements.
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2022-08-14 20:31:15 +02:00 |
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robcaulk
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ad846cdb76
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fix lock bug, update docstring
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2022-08-14 20:24:29 +02:00 |
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Matthias
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464d99808f
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Update doc table formatting
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2022-08-14 18:22:01 +02:00 |
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Matthias
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a29402ddde
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Rename and move analysis_lock to data_kitchen
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2022-08-14 17:23:14 +02:00 |
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robcaulk
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31be707cc8
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clean up code, add docstrings
|
2022-08-13 19:40:24 +02:00 |
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robcaulk
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3e38c1b0bd
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take dynamic sized tail off historic_predictions as return dataframe to strategy.
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2022-08-13 19:40:24 +02:00 |
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robcaulk
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7d448fd4ac
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allow fit_live_predictions access to current pair
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2022-08-13 19:40:24 +02:00 |
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robcaulk
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1f192be43b
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avoid denormalizing labels twice
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2022-08-13 19:40:24 +02:00 |
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robcaulk
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b1b76a2dbe
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debug classifier with predict proba
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2022-08-13 19:40:24 +02:00 |
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robcaulk
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2cae3c42e6
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remove trade database analyzer, clean up a bit
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2022-08-10 17:43:06 +02:00 |
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Matthias
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77b3b8a134
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Use main exchange instead of creating a separate instance.
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2022-08-08 18:34:11 +00:00 |
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robcaulk
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eb8bde37c1
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Add lightgbm classifier, add classifier check test, fix classifier bug.
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2022-08-06 17:51:21 +02:00 |
|
Matthias
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47a30047eb
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Fix typo
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2022-08-06 15:03:10 +02:00 |
|
Matthias
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b16f57cb0d
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Minor stylistic fixes
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2022-08-06 14:55:46 +02:00 |
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Robert Caulk
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c172ce1011
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improve flexibility of user defined prediction dataframe
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2022-08-06 13:51:19 +02:00 |
|
Robert Caulk
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07763d0d4f
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add classifier, improve model naming scheme
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2022-08-06 08:33:55 +02:00 |
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robcaulk
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a42a060ab5
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fix DB once and for all. Make DBSCAN more efficient and robust.
|
2022-08-05 21:29:03 +02:00 |
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robcaulk
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db1d367941
|
fix bug associated to fit_live_predictions_candles
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2022-08-05 13:46:20 +02:00 |
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Robert Caulk
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51a6b4289f
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improve DBSCAN performance for subsequent trainings
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2022-08-04 17:41:58 +02:00 |
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robcaulk
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29225e4baf
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add DBSCAN outlier detection feature, add supporting documentation
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2022-08-04 12:15:16 +02:00 |
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robcaulk
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eae82d0222
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fix bug with database url during backtesting. comment out example trade db analysis.
|
2022-08-03 16:17:57 +02:00 |
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robcaulk
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95d3009a95
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give user ability to analyze live trade dataframe inside custom prediction model. Add documentation to explain new functionality
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2022-08-02 20:14:02 +02:00 |
|
robcaulk
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f22b140782
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fix backtesting bug, undo move of label stat calc, fix example strat exit logic
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2022-07-29 17:27:35 +02:00 |
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robcaulk
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c84d54b35e
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Fix typing issue, avoid using .get() when unnecessary, convert to fstrings
|
2022-07-29 08:12:50 +02:00 |
|
Matthias
|
efbd83c56d
|
Small type and typo fixes in freqai_interface
|
2022-07-28 07:24:30 +02:00 |
|
Matthias
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a2a0d35a24
|
Update missing typehints
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2022-07-28 07:07:40 +02:00 |
|
robcaulk
|
324e54c015
|
fix possible memory leak associated with Catboost Pool object
|
2022-07-26 17:29:29 +02:00 |
|
robcaulk
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ad25a4cb56
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reduce number of pair_dict lookups, remove coin_first
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2022-07-26 15:58:40 +02:00 |
|
robcaulk
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e213d0ad55
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isolate data_drawer functions from data_kitchen, accommodate tests, add new test
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2022-07-26 10:24:14 +02:00 |
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Robert Caulk
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897f18a8c8
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ensure proper integer type casting for timestamps. Add check test for backtesting subdaily time periods
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2022-07-25 15:07:09 +02:00 |
|
Robert Caulk
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7b105532d1
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fix mypy error and add test for principal component analysis
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2022-07-25 11:46:59 +02:00 |
|
Robert Caulk
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c9d46a5237
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finish bringing follow_mode up to date
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2022-07-25 09:24:40 +02:00 |
|
Matthias
|
1885deb632
|
More docstring changes
|
2022-07-24 16:54:39 +02:00 |
|
Matthias
|
70b7a254af
|
Update some areas to use default docstring formatting
|
2022-07-24 16:51:48 +02:00 |
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robcaulk
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f3d46613ee
|
move prediction denormalization into datakitchen. remove duplicate associated code. avoid normalization/denormalization for string dtypes.
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2022-07-23 17:14:33 +02:00 |
|
robcaulk
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c2d6a0e891
|
add record of contribution to doc and source
|
2022-07-23 13:04:06 +02:00 |
|
robcaulk
|
5559e605b8
|
small PR conversation resolutions
|
2022-07-22 17:46:14 +02:00 |
|
robcaulk
|
afcb0bec00
|
clean up obsolete comments, move remove_features_from_df to datakitchen
|
2022-07-22 12:29:20 +02:00 |
|
robcaulk
|
8033e0bf23
|
add counter to backtesting log so users know how many more pairs and how many more models will need to be trained
|
2022-07-21 13:22:12 +02:00 |
|
robcaulk
|
e694ea1cfd
|
make sure backtesting gets the populated indicators with slimmed down user strat
|
2022-07-21 12:48:09 +02:00 |
|
robcaulk
|
8f86b0deaa
|
*breaking change* simplify user strat by consolidating feature loops into backend
|
2022-07-21 12:24:22 +02:00 |
|
robcaulk
|
e7337728bf
|
add separator in folder name just incase an asset ends in an integer
|
2022-07-21 11:25:28 +02:00 |
|
robcaulk
|
921a7ef216
|
add requirements-freqai.txt to builds
|
2022-07-20 15:51:25 +02:00 |
|
robcaulk
|
d43c146676
|
add more tests for datakitchen functionalities, add regression tests for freqai_interface train/backtest
|
2022-07-20 12:56:46 +02:00 |
|
robcaulk
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ef409dd345
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Add ground work for TensorFlow models, add protections from common mistakes
|
2022-07-12 18:09:17 +02:00 |
|
Robert Caulk
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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 |
|
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!!)
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2022-07-10 12:35:44 +02:00 |
|
robcaulk
|
d9acdc9767
|
remove excess, increase no model warning clarity
|
2022-07-06 18:20:21 +02:00 |
|
robcaulk
|
4cac67fd66
|
Catch infrequent issue associated with grabbing first candle
|
2022-07-05 12:43:33 +02:00 |
|