Commit Graph

21 Commits

Author SHA1 Message Date
robcaulk f9a49744e6 add strategy to the freqai object 2022-08-24 13:00:55 +02:00
richardjozsa a2a4bc05db Fix the state profit calculation logic 2022-08-24 13:00:55 +02:00
robcaulk 29f0e01c4a expose environment reward parameters to the user config 2022-08-24 13:00:55 +02:00
robcaulk d88a0dbf82 add sb3_contrib models to the available agents. include sb3_contrib in requirements. 2022-08-24 13:00:55 +02:00
robcaulk 8b3a8234ac fix env bug, allow example strat to short 2022-08-24 13:00:55 +02:00
mrzdev 8cd4daad0a Feat/freqai rl dev (#7)
* access trades through get_trades_proxy method to allow backtesting
2022-08-24 13:00:55 +02:00
robcaulk 3eb897c2f8 reuse callback, allow user to acces all stable_baselines3 agents via config 2022-08-24 13:00:55 +02:00
robcaulk 4b9499e321 improve nomenclature and fix short exit bug 2022-08-24 13:00:55 +02:00
sonnhfit 4baa36bdcf fix persist a single training environment for PPO 2022-08-24 13:00:55 +02:00
robcaulk f95602f6bd persist a single training environment. 2022-08-24 13:00:55 +02:00
robcaulk 5d4e5e69fe 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. 2022-08-24 13:00:55 +02:00
sonnhfit 7962a1439b remove keep low profit 2022-08-24 13:00:55 +02:00
sonnhfit 81b5aa66e8 make env keep current position when low profit 2022-08-24 13:00:55 +02:00
sonnhfit 45218faeb0 fix coding convention 2022-08-24 13:00:55 +02:00
robcaulk b90da46b1b improve price df handling to enable backtesting 2022-08-24 13:00:55 +02:00
MukavaValkku 2080ff86ed 5ac base fixes in logic 2022-08-24 13:00:55 +02:00
sonnhfit 0475b7cb18 remove unuse code and fix coding conventions 2022-08-24 13:00:55 +02:00
robcaulk bf7ceba958 set cpu threads in config 2022-08-24 13:00:55 +02:00
robcaulk acf3484e88 add multiprocessing variant of ReinforcementLearningPPO 2022-08-24 13:00:55 +02:00
robcaulk 926023935f make base 3ac and base 5ac environments. TDQN defaults to 3AC. 2022-08-24 13:00:55 +02:00
robcaulk 91683e1dca restructure RL so that user can customize environment 2022-08-24 13:00:55 +02:00