phierhager

# hems_environments.py (Corrected)

import numpy as np
import gymnasium as gym
from gymnasium import spaces

class StochasticSolarEnv(gym.Env):
    """
    A Gymnasium environment for discovering the periodic symmetry of solar irradiance
    under stochastic weather conditions.

phierhager

from typing import Any, Callable
import numpy as np
import torch
import aim
from tianshou.utils import BaseLogger

class AimLogger(BaseLogger):
    def __init__(self, repo: str = ".", experiment_name: str = "tianshou_experiment", tags: list[str] | None = None, **kwargs):
        super().__init__(train_interval=1000, test_interval=1, update_interval=1000, info_interval=1)
        self.run = aim.Run(repo=repo, experiment=experiment_name, **kwargs)