add continual retraining feature, handly mypy typing reqs, improve docstrings

2022-08-24 12:54:02 +02:00
parent b708134c1a
commit c0cee5df07
11 changed files with 387 additions and 362 deletions
--- a/config_examples/config_freqai-rl.example.json
+++ b/config_examples/config_freqai-rl.example.json
@@ -85,12 +85,13 @@
            "verbose": 1
        },
        "rl_config": {
-            "train_cycles": 10,
+            "train_cycles": 3,
            "eval_cycles": 3,
            "thread_count": 4,
            "max_trade_duration_candles": 100,
            "model_type": "PPO",
            "policy_type": "MlpPolicy",
+            "continual_retraining": true,
            "model_reward_parameters": {
                "rr": 1,
                "profit_aim": 0.02,