tensortrade.env.generic.components.observer module

class tensortrade.env.generic.components.observer.Observer

Bases: tensortrade.core.component.Component, tensortrade.core.base.TimeIndexed

A component to generate an observation at each step of an episode.

observation_space

The observation space of the TradingEnv. (Space, read-only)

observe(env: TradingEnv) → numpy.array

Gets the observation at the current step of an episode

Parameters:env ('TradingEnv') – The trading environment. Returns:np.array – The current observation of the environment.

registered_name = 'observer'

reset(random_start=0)

Resets the observer.