Richard Jozsa
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2493e0c8a5
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Unnecessary lines in Base4, and changes for box space, to fit better for our needs (#7324)
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2022-08-31 16:37:02 +02:00 |
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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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57ff6f8ac5
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Init timerange object properly
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2022-08-31 10:28:31 +00:00 |
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Matthias
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7ba4fda5d7
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Implement PR feedback
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2022-08-31 10:26:47 +00:00 |
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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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7e8e29e42d
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use continuous value for inlier_metric
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2022-08-30 20:41:37 +02:00 |
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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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th0rntwig
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d3cb211283
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Add inlier metric computation
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2022-08-30 18:26:24 +02:00 |
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th0rntwig
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50e2808667
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Fix bug in DI (#7321)
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2022-08-30 12:54:39 +02:00 |
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robcaulk
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62c0a174c8
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allow users to properly reverse train-test data ordering
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2022-08-29 11:04:58 +02:00 |
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robcaulk
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7766350c15
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refactor environment inheritence tree to accommodate flexible action types/counts. fix bug in train profit handling
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2022-08-28 19:21:57 +02:00 |
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robcaulk
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fcb5d1cb5a
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remove debugging flag
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2022-08-28 13:01:39 +02:00 |
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robcaulk
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dd628eb525
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add tests for outlier detection and removal functions
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2022-08-28 12:56:39 +02:00 |
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robcaulk
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1e41c773a0
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fix outlier protection
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2022-08-28 12:11:29 +02:00 |
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th0rntwig
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71f7d68783
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Fixed mypy error
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2022-08-27 12:44:55 +02:00 |
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elintornquist
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86c5ac44e4
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Add outlier percentage check
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2022-08-26 23:05:07 +02:00 |
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elintornquist
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b2d664c63c
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Change MinPts calculation
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2022-08-26 18:57:27 +02:00 |
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robcaulk
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bb3523f383
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download data homogeneously across timeframes
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2022-08-26 18:51:42 +02:00 |
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robcaulk
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e7261cf515
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add freqai utils.py file
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2022-08-26 15:30:28 +02:00 |
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robcaulk
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65b552e310
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make docs reflect reality, move download_all_data to new utils.py file, automatic startup_candle detection
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2022-08-26 15:30:01 +02:00 |
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robcaulk
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4b7e640f31
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reduce code duplication, optimize auto data download per tf
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2022-08-26 13:56:44 +02:00 |
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robcaulk
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baa4f8e3d0
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remove Base3ActionEnv in favor of Base4Action
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2022-08-26 11:04:25 +02:00 |
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richardjozsa
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d31926efdf
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Added Base4Action
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2022-08-26 11:04:25 +02:00 |
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robcaulk
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3199eb453b
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reduce code for base use-case, ensure multiproc inherits custom env, add ability to limit ram use.
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2022-08-25 19:05:51 +02:00 |
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robcaulk
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05ccebf9a1
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automate eval freq in multiproc
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2022-08-25 12:29:48 +02:00 |
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robcaulk
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94cfc8e63f
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fix multiproc callback, add continual learning to multiproc, fix totalprofit bug in env, set eval_freq automatically, improve default reward
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2022-08-25 11:46:18 +02:00 |
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robcaulk
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d1bee29b1e
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improve default reward, fix bugs in environment
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2022-08-24 18:32:40 +02:00 |
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robcaulk
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a61821e1c6
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remove monitor log
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2022-08-24 16:33:13 +02:00 |
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robcaulk
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bd870e2331
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fix monitor bug, set default values in case user doesnt set params
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2022-08-24 16:32:14 +02:00 |
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robcaulk
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c0cee5df07
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add continual retraining feature, handly mypy typing reqs, improve docstrings
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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b708134c1a
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switch multiproc thread count to rl_config definition
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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b26ed7dea4
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fix generic reward, add time duration to reward
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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280a1dc3f8
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add live rate, add trade duration
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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f9a49744e6
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add strategy to the freqai object
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2022-08-24 13:00:55 +02:00 |
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richardjozsa
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a2a4bc05db
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Fix the state profit calculation logic
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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29f0e01c4a
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expose environment reward parameters to the user config
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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d88a0dbf82
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add sb3_contrib models to the available agents. include sb3_contrib in requirements.
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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8b3a8234ac
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fix env bug, allow example strat to short
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2022-08-24 13:00:55 +02:00 |
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mrzdev
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8cd4daad0a
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Feat/freqai rl dev (#7)
* access trades through get_trades_proxy method to allow backtesting
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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3eb897c2f8
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reuse callback, allow user to acces all stable_baselines3 agents via config
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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4b9499e321
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improve nomenclature and fix short exit bug
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2022-08-24 13:00:55 +02:00 |
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sonnhfit
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4baa36bdcf
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fix persist a single training environment for PPO
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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f95602f6bd
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persist a single training environment.
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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5d4e5e69fe
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reinforce training with state info, reinforce prediction with state info, restructure config to accommodate all parameters from any user imported model type. Set 5Act to default env on TDQN. Clean example config.
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2022-08-24 13:00:55 +02:00 |
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sonnhfit
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7962a1439b
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remove keep low profit
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2022-08-24 13:00:55 +02:00 |
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sonnhfit
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81b5aa66e8
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make env keep current position when low profit
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2022-08-24 13:00:55 +02:00 |
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sonnhfit
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45218faeb0
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fix coding convention
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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b90da46b1b
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improve price df handling to enable backtesting
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2022-08-24 13:00:55 +02:00 |
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