Tianshou/tianshou/utils/__init__.py

"""Utils package."""

from tianshou.utils.logger.base import BaseLogger, LazyLogger
from tianshou.utils.logger.tensorboard import TensorboardLogger
from tianshou.utils.logger.wandb import WandbLogger
from tianshou.utils.lr_scheduler import MultipleLRSchedulers
from tianshou.utils.progress_bar import DummyTqdm, tqdm_config
from tianshou.utils.statistics import MovAvg, RunningMeanStd
from tianshou.utils.warning import deprecation

__all__ = [
    "MovAvg",
    "RunningMeanStd",
    "tqdm_config",
    "DummyTqdm",
    "BaseLogger",
    "TensorboardLogger",
    "LazyLogger",
    "WandbLogger",
    "deprecation",
    "MultipleLRSchedulers",
]
bump to v0.4.3 (#432) * add makefile * bump version * add isort and yapf * update contributing.md * update PR template * spelling check 2021-09-03 05:05:04 +08:00			`"""Utils package."""`

Add Weights and Biases Logger (#427) - rename BasicLogger to TensorboardLogger - refactor logger code - add WandbLogger Co-authored-by: Jiayi Weng <trinkle23897@gmail.com> 2021-08-30 10:35:02 -04:00			`from tianshou.utils.logger.base import BaseLogger, LazyLogger`
Feature/algo eval (#1074) # Changes ## Dependencies - New extra "eval" ## Api Extension - `Experiment` and `ExperimentConfig` now have a `name`, that can however be overridden when `Experiment.run()` is called - When building an `Experiment` from an `ExperimentConfig`, the user has the option to add info about seeds to the name. - New method in `ExperimentConfig` called `build_default_seeded_experiments` - `SamplingConfig` has an explicit training seed, `test_seed` is inferred. - New `evaluation` package for repeating the same experiment with multiple seeds and aggregating the results (important extension!). Currently in alpha state. - Loggers can now restore the logged data into python by using the new `restore_logged_data` ## Breaking Changes - `AtariEnvFactory` (in examples) now receives explicit train and test seeds - `EnvFactoryRegistered` now requires an explicit `test_seed` - `BaseLogger.prepare_dict_for_logging` is now abstract --------- Co-authored-by: Maximilian Huettenrauch <m.huettenrauch@appliedai.de> Co-authored-by: Michael Panchenko <m.panchenko@appliedai.de> Co-authored-by: Michael Panchenko <35432522+MischaPanch@users.noreply.github.com> 2024-04-21 01:25:33 +02:00			`from tianshou.utils.logger.tensorboard import TensorboardLogger`
Improve W&B logger (#441) - rename WandBLogger -> WandbLogger - add save_data and restore_data - allow more input arguments for wandb init - integrate wandb into test/modelbase/test_psrl.py and examples/atari/atari_dqn.py - documentation update 2021-09-24 19:22:23 +05:30			`from tianshou.utils.logger.wandb import WandbLogger`
Add learning rate scheduler to BasePolicy (#598) 2022-04-17 08:52:30 -07:00			`from tianshou.utils.lr_scheduler import MultipleLRSchedulers`
Add show_progress option for trainer (#641) - A DummyTqdm class added to utils: it replicates the interface used by trainers, but does not show the progress bar; - Added a show_progress argument to the base trainer: when show_progress == True, dummy_tqdm is used in place of tqdm. 2022-05-17 17:41:59 +02:00			`from tianshou.utils.progress_bar import DummyTqdm, tqdm_config`
bump to v0.4.3 (#432) * add makefile * bump version * add isort and yapf * update contributing.md * update PR template * spelling check 2021-09-03 05:05:04 +08:00			`from tianshou.utils.statistics import MovAvg, RunningMeanStd`
rename save_fn to save_best_fn to avoid ambiguity (#575) This PR also introduces `tianshou.utils.deprecation` for a unified deprecation wrapper. 2022-03-21 16:29:27 -04:00			`from tianshou.utils.warning import deprecation`
env and data 2020-03-11 09:09:56 +08:00
half of collector 2020-03-12 22:20:33 +08:00			`__all__ = [`
rename save_fn to save_best_fn to avoid ambiguity (#575) This PR also introduces `tianshou.utils.deprecation` for a unified deprecation wrapper. 2022-03-21 16:29:27 -04:00			`"MovAvg",`
			`"RunningMeanStd",`
			`"tqdm_config",`
Add show_progress option for trainer (#641) - A DummyTqdm class added to utils: it replicates the interface used by trainers, but does not show the progress bar; - Added a show_progress argument to the base trainer: when show_progress == True, dummy_tqdm is used in place of tqdm. 2022-05-17 17:41:59 +02:00			`"DummyTqdm",`
rename save_fn to save_best_fn to avoid ambiguity (#575) This PR also introduces `tianshou.utils.deprecation` for a unified deprecation wrapper. 2022-03-21 16:29:27 -04:00			`"BaseLogger",`
			`"TensorboardLogger",`
			`"LazyLogger",`
			`"WandbLogger",`
			`"deprecation",`
Add learning rate scheduler to BasePolicy (#598) 2022-04-17 08:52:30 -07:00			`"MultipleLRSchedulers",`
half of collector 2020-03-12 22:20:33 +08:00			`]`