robcaulk
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9c361f4422
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increase test coverage for RL and FreqAI
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2022-09-23 18:04:43 +02:00 |
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robcaulk
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ea8e34e192
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Merge branch 'develop' into dev-merge-rl
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2022-09-22 19:46:50 +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 |
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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robcaulk
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8aac644009
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add tests. add guardrails.
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2022-09-15 00:46:35 +02:00 |
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robcaulk
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69b3fcfd32
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Merge branch 'develop' into dev-merge-rl
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2022-09-04 11:23:25 +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 |
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 |
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robcaulk
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240b529533
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fix tensorboard path so that users can track all historical models
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2022-08-31 16:50:39 +02:00 |
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Matthias
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13ccd940d5
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Remove startup_candle_count from freqai sample config to avoid confusion
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2022-08-31 10:27:08 +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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Matthias
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4def3678b7
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Merge pull request #7298 from freqtrade/tif_align
align TimeInForce to ccxt usage
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2022-08-29 06:36:51 +02:00 |
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Matthias
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104a73025d
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Uppercase TimeInForce (align with ccxt)
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2022-08-27 10:30:06 +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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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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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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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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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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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 |
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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robcaulk
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74e4fd0633
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ensure config example can work with backtesting RL
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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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robcaulk
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16cec7dfbd
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fix save/reload functionality for stablebaselines
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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69d542d3e2
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match config and strats to upstream freqai
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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bf7ceba958
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set cpu threads in config
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2022-08-24 13:00:55 +02:00 |
MukavaValkku
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48bb51b458
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example config added
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2022-08-24 13:00:55 +02:00 |
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MukavaValkku
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b1fc5a06ca
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example config added
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2022-08-24 13:00:55 +02:00 |
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robcaulk
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ac42c0153d
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deprecate indicator_max_period_candles, automatically compute startup candles for FreqAI backtesting.
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2022-08-22 18:19:07 +02:00 |
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robcaulk
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90c03178b1
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provide user directions, clean up strategy, remove unnecessary code.
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2022-08-20 17:02:18 +02:00 |
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Matthias
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5dde011b31
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Add unknown_fee_rate to full sample config
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2022-08-16 17:23:49 +02:00 |
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Matthias
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09ee9089fb
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Merge pull request #6832 from freqtrade/feat/freqai
Freqai: an interface for users to build/train/backtest predictive models and run them live
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2022-08-15 20:03:08 +02:00 |
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Matthias
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7c18ec4053
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Add missing key to "full" config sample
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2022-08-13 11:24:55 +02:00 |
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Matthias
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3b827ee60a
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Add "freqai.enabled" flag to disable freqAI via config flag
aligns with how other optional modules work in freqtrade.
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2022-08-13 09:24:04 +02:00 |
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robcaulk
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e6ebc0443e
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make single generalized config for freqai. update docs to reflect that.
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2022-07-31 13:08:43 +02:00 |
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Matthias
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f6bfd89cef
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Merge branch 'develop' into feat/freqai
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2022-07-16 18:14:34 +02:00 |
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Matthias
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8e8f026ea7
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Telegram candle message should be configurable
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2022-07-11 12:14:19 +02:00 |
|
Robert Caulk
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607455919e
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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 |
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robcaulk
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f8f25e36ef
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update example config/strat
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2022-06-07 19:54:45 +02:00 |
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robcaulk
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4ac6ef2972
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make defining period intervals more user friendly and flexible
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2022-06-02 13:45:29 +02:00 |
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robcaulk
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7523ed825e
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automatically detect maximum required data based on user fed indicators (to avoid NaNs in dataset for rolling indicators), add new config parameter for backtesting to let users increase their startup_candles to accommodate high timeframe indicators, add docs to explain all. Add new feature for automatic indicator duplication according to user defined intervals (exhibited in example strat and configs now).
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2022-05-31 18:42:27 +02:00 |
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robcaulk
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606f18e5c1
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Add follow_mode feature so that secondary bots can be launched with the same identifier and load models trained by the leader
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2022-05-30 21:35:48 +02:00 |
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robcaulk
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2f1a2c1cd7
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allow users to store data in custom formats, update spot config to reflect better target horizon to training period ratio
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2022-05-30 02:12:31 +02:00 |
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robcaulk
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ce365eb9e3
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improve example strat so that it has dynamic buy and sell logic according to original prediction
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2022-05-29 14:45:46 +02:00 |
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robcaulk
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6193205012
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fix bug for target_mean/std array merging in backtesting
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2022-05-26 21:07:50 +02:00 |
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robcaulk
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b79d4e8876
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Allow user to go live and start from pretrained models (after a completed backtest) by simply reusing the `identifier` config parameter while dry/live.
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2022-05-25 14:40:32 +02:00 |
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robcaulk
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7ff3258607
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remove assertions, log error if user has not assigned freqai in config, fix stratify bug
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2022-05-25 11:43:45 +02:00 |
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robcaulk
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af0cc21af9
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Enable hourly/minute retraining in live/dry. Suppress catboost folder output. Update config + constants + docs to reflect updates.
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2022-05-23 00:06:26 +02:00 |
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robcaulk
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42d95af829
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Aggregated commit. Adding support vector machine for outlier detection, improve user interface to dry/live, better standardization, fix various other bugs
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2022-05-22 17:51:49 +02:00 |