Loggers

Logger classes for experiment tracking and visualization.

Logger(exp_name, log_dir)	A template for loggers.
csv.CSVLogger(exp_name[, log_dir, ...])	A minimal-dependency CSV logger.
mlflow.MLFlowLogger(exp_name, tracking_uri)	Wrapper for the mlflow logger.
tensorboard.TensorboardLogger(exp_name[, ...])	Wrapper for the Tensoarboard logger.
trackio.TrackioLogger(*args, **kwargs)	Wrapper for the trackio logger.
wandb.WandbLogger(*args, **kwargs)	Wrapper for the wandb logger.
get_logger(logger_type, logger_name, ...)	Get a logger instance of the provided logger_type.
generate_exp_name(model_name, experiment_name)	Generates an ID (str) for the described experiment using UUID and current date.

Recording utils

VideoRecorder(logger, tag[, in_keys, skip, ...])	Video Recorder transform.
TensorDictRecorder(out_file_base[, ...])	TensorDict recorder.
PixelRenderTransform([out_keys, preproc, ...])	A transform to call render on the parent environment and register the pixel observation in the tensordict.