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index 251b29b0e9..f45c09eeda 100644 Binary files a/docs/compilation/main/.doctrees/pages/usage-example.doctree and b/docs/compilation/main/.doctrees/pages/usage-example.doctree differ diff --git a/docs/compilation/main/.doctrees/pages/weathers.doctree b/docs/compilation/main/.doctrees/pages/weathers.doctree index 17ccea7b95..06c30e3257 100644 Binary files a/docs/compilation/main/.doctrees/pages/weathers.doctree and b/docs/compilation/main/.doctrees/pages/weathers.doctree differ diff --git a/docs/compilation/main/.doctrees/pages/wrappers.doctree b/docs/compilation/main/.doctrees/pages/wrappers.doctree index f2c53c7398..c7c820c8ca 100644 Binary files a/docs/compilation/main/.doctrees/pages/wrappers.doctree and b/docs/compilation/main/.doctrees/pages/wrappers.doctree differ diff --git a/docs/compilation/main/_sources/index.rst.txt b/docs/compilation/main/_sources/index.rst.txt index 99b2d3aaae..65a35b890d 100644 --- a/docs/compilation/main/_sources/index.rst.txt +++ b/docs/compilation/main/_sources/index.rst.txt @@ -12,6 +12,21 @@ You can check `issues `__ in the re If you want to contribute, please read `CONTRIBUTING.md `__ first. +######################## +Projects using Sinergym +######################## + +The following are some of the projects benefiting from the advantages of Sinergym: + +- `Demosthen/ActiveRL `__ +- `VectorInstitute/HV-Ai-C `__ +- `rdnfn/beobench `__ + +If you want to appear in this list, do not hesitate to send us a PR and include the following badge in your repository: + +.. raw:: html + :file: ./_templates/sinergym.html + ############ Examples ############ diff --git a/docs/compilation/main/_sources/pages/installation.rst.txt b/docs/compilation/main/_sources/pages/installation.rst.txt index eb71691920..030671593d 100644 --- a/docs/compilation/main/_sources/pages/installation.rst.txt +++ b/docs/compilation/main/_sources/pages/installation.rst.txt @@ -184,6 +184,6 @@ Cloud Computing You can run your experiments in the Cloud too. We are using `Google Cloud `__ in order to make it possible. Our team aim to set up an account in which execute our *Sinergym* container -with **remote storage** and **mlflow tracking**. +with **remote storage** and **WandB tracking**. For more detail about installation and getting Google Cloud SDK ready to run your experiments, visit our section :ref:`Preparing Google Cloud`. \ No newline at end of file diff --git a/docs/compilation/main/_sources/pages/introduction.rst.txt b/docs/compilation/main/_sources/pages/introduction.rst.txt index fcc3724312..9838f28992 100644 --- a/docs/compilation/main/_sources/pages/introduction.rst.txt +++ b/docs/compilation/main/_sources/pages/introduction.rst.txt @@ -72,13 +72,12 @@ The main functionalities of *Sinergym* are the following: - **Google Cloud Integration**. Whether you have a Google Cloud account and you want to use your infrastructure with *Sinergym*, we tell you some details about how doing it. -- **Mlflow tracking server**. `Mlflow `__ is an open source platform for the machine - learning lifecycle. This can be used with Google Cloud remote server (if you have Google Cloud account) - or using local store. This will help you to manage and store your runs and artifacts generated in an orderly - manner. - -- **Data Visualization**. Using *Sinergym* logger or Tensorboard server to visualize training and evaluation information - in real-time. +- **Weights & Biases tracking and visualization**. One of Sinergym's objectives is to automate + and facilitate the training, reproducibility and comparison of agents in simulation-based + building control problems, managing and monitoring model lifecycle from training to deployment. `WandB `__ + is an open-source platform for the machine learning lifecycle helping us with this issue. + It lets us register experiments hyperparameters, visualize data recorded in real-time, + and store artifacts with experiment outputs and best obtained models. - **Notebooks examples**. *Sinergym* develops code in notebook format with the purpose of offering use cases to the users in order to help them become familiar with the tool. They are constantly updated, along with the updates diff --git a/docs/compilation/main/index.html b/docs/compilation/main/index.html index 5765e498db..464b317723 100644 --- a/docs/compilation/main/index.html +++ b/docs/compilation/main/index.html @@ -203,12 +203,12 @@

Welcome to sinergym!Mlflow is an open source platform for the machine -learning lifecycle. This can be used with Google Cloud remote server (if you have Google Cloud account) -or using local store. This will help you to manage and store your runs and artifacts generated in an orderly -manner.

-

  • Data Visualization. Using Sinergym logger or Tensorboard server to visualize training and evaluation information -in real-time.

    • +

  • Weights & Biases tracking and visualization. One of Sinergym’s objectives is to automate +and facilitate the training, reproducibility and comparison of agents in simulation-based +building control problems, managing and monitoring model lifecycle from training to deployment. WandB +is an open-source platform for the machine learning lifecycle helping us with this issue. +It lets us register experiments hyperparameters, visualize data recorded in real-time, +and store artifacts with experiment outputs and best obtained models.

  • Notebooks examples. Sinergym develops code in notebook format with the purpose of offering use cases to the users in order to help them become familiar with the tool. They are constantly updated, along with the updates and improvements of the tool itself.

    • @@ -230,6 +230,21 @@

    Contributingissues in the repo.

    If you want to contribute, please read CONTRIBUTING.md first.

    +
    +

    Projects using Sinergym

    +

    The following are some of the projects benefiting from the advantages of Sinergym:

    + +

    If you want to appear in this list, do not hesitate to send us a PR and include the following badge in your repository:

    +

    + + + +

    Examples

    The examples can be run if you have your computer or container properly configured (see Installation section) from our notebooks hosted in the examples folder of the official Sinergym repository.

    diff --git a/docs/compilation/main/objects.inv b/docs/compilation/main/objects.inv index cee44e5a0f..2e4c0eff26 100644 Binary files a/docs/compilation/main/objects.inv and b/docs/compilation/main/objects.inv differ diff --git a/docs/compilation/main/pages/installation.html b/docs/compilation/main/pages/installation.html index f073f4a838..9584b84c30 100644 --- a/docs/compilation/main/pages/installation.html +++ b/docs/compilation/main/pages/installation.html @@ -290,7 +290,7 @@

    1.4. Check Installation1.5. Cloud Computing

    You can run your experiments in the Cloud too. We are using Google Cloud in order to make it possible. Our team aim to set up an account in which execute our Sinergym container -with remote storage and mlflow tracking. +with remote storage and WandB tracking. For more detail about installation and getting Google Cloud SDK ready to run your experiments, visit our section Preparing Google Cloud.

    diff --git a/docs/compilation/main/pages/introduction.html b/docs/compilation/main/pages/introduction.html index 1e4db24032..fbf87eccfd 100644 --- a/docs/compilation/main/pages/introduction.html +++ b/docs/compilation/main/pages/introduction.html @@ -200,12 +200,12 @@ This tool can be used with any other DRL library that supports the Gymnasium interface as well.

  • Google Cloud Integration. Whether you have a Google Cloud account and you want to use your infrastructure with Sinergym, we tell you some details about how doing it.

    • -

  • Mlflow tracking server. Mlflow is an open source platform for the machine -learning lifecycle. This can be used with Google Cloud remote server (if you have Google Cloud account) -or using local store. This will help you to manage and store your runs and artifacts generated in an orderly -manner.

    • -

  • Data Visualization. Using Sinergym logger or Tensorboard server to visualize training and evaluation information -in real-time.

    • +

  • Weights & Biases tracking and visualization. One of Sinergym’s objectives is to automate +and facilitate the training, reproducibility and comparison of agents in simulation-based +building control problems, managing and monitoring model lifecycle from training to deployment. WandB +is an open-source platform for the machine learning lifecycle helping us with this issue. +It lets us register experiments hyperparameters, visualize data recorded in real-time, +and store artifacts with experiment outputs and best obtained models.

  • Notebooks examples. Sinergym develops code in notebook format with the purpose of offering use cases to the users in order to help them become familiar with the tool. They are constantly updated, along with the updates and improvements of the tool itself.

    • diff --git a/docs/compilation/main/searchindex.js b/docs/compilation/main/searchindex.js index 04a00aa4c9..513788fe75 100644 --- a/docs/compilation/main/searchindex.js +++ b/docs/compilation/main/searchindex.js @@ -1 +1 @@ -Search.setIndex({"docnames": ["index", "pages/API-reference", "pages/buildings", "pages/controllers", "pages/deep-reinforcement-learning", "pages/environments", "pages/extra-configuration", "pages/gcloudAPI", "pages/github-actions", "pages/installation", "pages/introduction", "pages/modules/sinergym.envs", "pages/modules/sinergym.envs.eplus_env", "pages/modules/sinergym.envs.eplus_env.EplusEnv", "pages/modules/sinergym.simulators", "pages/modules/sinergym.simulators.base", "pages/modules/sinergym.simulators.base.BaseSimulator", "pages/modules/sinergym.simulators.eplus", "pages/modules/sinergym.simulators.eplus.EnergyPlus", "pages/modules/sinergym.simulators.eplus_alpha", "pages/modules/sinergym.simulators.eplus_alpha.EnergyPlus", "pages/modules/sinergym.utils", "pages/modules/sinergym.utils.callbacks", "pages/modules/sinergym.utils.callbacks.LoggerCallback", "pages/modules/sinergym.utils.callbacks.LoggerEvalCallback", "pages/modules/sinergym.utils.common", "pages/modules/sinergym.utils.common.create_variable_weather", "pages/modules/sinergym.utils.common.export_actuators_to_excel", "pages/modules/sinergym.utils.common.get_current_time_info", "pages/modules/sinergym.utils.common.get_delta_seconds", "pages/modules/sinergym.utils.common.get_record_keys", "pages/modules/sinergym.utils.common.get_season_comfort_range", "pages/modules/sinergym.utils.common.is_wrapped", "pages/modules/sinergym.utils.common.prepare_batch_from_records", "pages/modules/sinergym.utils.common.ranges_getter", "pages/modules/sinergym.utils.common.to_idf", "pages/modules/sinergym.utils.common.unwrap_wrapper", "pages/modules/sinergym.utils.config", "pages/modules/sinergym.utils.config.Config", "pages/modules/sinergym.utils.constants", "pages/modules/sinergym.utils.controllers", "pages/modules/sinergym.utils.controllers.RBC5Zone", "pages/modules/sinergym.utils.controllers.RBCDatacenter", "pages/modules/sinergym.utils.controllers.RandomController", "pages/modules/sinergym.utils.env_checker", "pages/modules/sinergym.utils.env_checker.check_env", "pages/modules/sinergym.utils.evaluation", "pages/modules/sinergym.utils.evaluation.evaluate_policy", "pages/modules/sinergym.utils.gcloud", "pages/modules/sinergym.utils.gcloud.delete_instance_MIG_from_container", "pages/modules/sinergym.utils.gcloud.get_service_account_token", "pages/modules/sinergym.utils.gcloud.init_storage_client", "pages/modules/sinergym.utils.gcloud.read_from_bucket", "pages/modules/sinergym.utils.gcloud.upload_to_bucket", "pages/modules/sinergym.utils.logger", "pages/modules/sinergym.utils.logger.CSVLogger", "pages/modules/sinergym.utils.logger.Logger", "pages/modules/sinergym.utils.logger.WandBOutputFormat", "pages/modules/sinergym.utils.rewards", "pages/modules/sinergym.utils.rewards.BaseReward", "pages/modules/sinergym.utils.rewards.ExpReward", "pages/modules/sinergym.utils.rewards.HourlyLinearReward", "pages/modules/sinergym.utils.rewards.LinearReward", "pages/modules/sinergym.utils.wrappers", "pages/modules/sinergym.utils.wrappers.DatetimeWrapper", "pages/modules/sinergym.utils.wrappers.DiscreteIncrementalWrapper", "pages/modules/sinergym.utils.wrappers.LoggerWrapper", "pages/modules/sinergym.utils.wrappers.MultiObjectiveReward", "pages/modules/sinergym.utils.wrappers.MultiObsWrapper", "pages/modules/sinergym.utils.wrappers.NormalizeObservation", "pages/modules/sinergym.utils.wrappers.OfficeGridStorageSmoothingActionConstraintsWrapper", "pages/modules/sinergym.utils.wrappers.PreviousObservationWrapper", "pages/notebooks/basic_example", "pages/notebooks/change_environment", "pages/notebooks/default_building_control", "pages/notebooks/drl", "pages/notebooks/personalize_loggerwrapper", "pages/notebooks/rule_controller_example", "pages/notebooks/wrappers_examples", "pages/output", "pages/rewards", "pages/tests", "pages/usage-example", "pages/weathers", "pages/wrappers"], "filenames": ["index.rst", "pages/API-reference.rst", "pages/buildings.rst", "pages/controllers.rst", "pages/deep-reinforcement-learning.rst", "pages/environments.rst", "pages/extra-configuration.rst", "pages/gcloudAPI.rst", "pages/github-actions.rst", "pages/installation.rst", "pages/introduction.rst", "pages/modules/sinergym.envs.rst", "pages/modules/sinergym.envs.eplus_env.rst", "pages/modules/sinergym.envs.eplus_env.EplusEnv.rst", "pages/modules/sinergym.simulators.rst", "pages/modules/sinergym.simulators.base.rst", "pages/modules/sinergym.simulators.base.BaseSimulator.rst", "pages/modules/sinergym.simulators.eplus.rst", "pages/modules/sinergym.simulators.eplus.EnergyPlus.rst", "pages/modules/sinergym.simulators.eplus_alpha.rst", "pages/modules/sinergym.simulators.eplus_alpha.EnergyPlus.rst", "pages/modules/sinergym.utils.rst", "pages/modules/sinergym.utils.callbacks.rst", "pages/modules/sinergym.utils.callbacks.LoggerCallback.rst", "pages/modules/sinergym.utils.callbacks.LoggerEvalCallback.rst", "pages/modules/sinergym.utils.common.rst", "pages/modules/sinergym.utils.common.create_variable_weather.rst", "pages/modules/sinergym.utils.common.export_actuators_to_excel.rst", "pages/modules/sinergym.utils.common.get_current_time_info.rst", "pages/modules/sinergym.utils.common.get_delta_seconds.rst", "pages/modules/sinergym.utils.common.get_record_keys.rst", "pages/modules/sinergym.utils.common.get_season_comfort_range.rst", "pages/modules/sinergym.utils.common.is_wrapped.rst", "pages/modules/sinergym.utils.common.prepare_batch_from_records.rst", "pages/modules/sinergym.utils.common.ranges_getter.rst", "pages/modules/sinergym.utils.common.to_idf.rst", "pages/modules/sinergym.utils.common.unwrap_wrapper.rst", "pages/modules/sinergym.utils.config.rst", "pages/modules/sinergym.utils.config.Config.rst", "pages/modules/sinergym.utils.constants.rst", "pages/modules/sinergym.utils.controllers.rst", "pages/modules/sinergym.utils.controllers.RBC5Zone.rst", "pages/modules/sinergym.utils.controllers.RBCDatacenter.rst", "pages/modules/sinergym.utils.controllers.RandomController.rst", "pages/modules/sinergym.utils.env_checker.rst", "pages/modules/sinergym.utils.env_checker.check_env.rst", "pages/modules/sinergym.utils.evaluation.rst", "pages/modules/sinergym.utils.evaluation.evaluate_policy.rst", "pages/modules/sinergym.utils.gcloud.rst", "pages/modules/sinergym.utils.gcloud.delete_instance_MIG_from_container.rst", "pages/modules/sinergym.utils.gcloud.get_service_account_token.rst", "pages/modules/sinergym.utils.gcloud.init_storage_client.rst", "pages/modules/sinergym.utils.gcloud.read_from_bucket.rst", "pages/modules/sinergym.utils.gcloud.upload_to_bucket.rst", "pages/modules/sinergym.utils.logger.rst", "pages/modules/sinergym.utils.logger.CSVLogger.rst", "pages/modules/sinergym.utils.logger.Logger.rst", "pages/modules/sinergym.utils.logger.WandBOutputFormat.rst", "pages/modules/sinergym.utils.rewards.rst", "pages/modules/sinergym.utils.rewards.BaseReward.rst", "pages/modules/sinergym.utils.rewards.ExpReward.rst", "pages/modules/sinergym.utils.rewards.HourlyLinearReward.rst", "pages/modules/sinergym.utils.rewards.LinearReward.rst", "pages/modules/sinergym.utils.wrappers.rst", "pages/modules/sinergym.utils.wrappers.DatetimeWrapper.rst", "pages/modules/sinergym.utils.wrappers.DiscreteIncrementalWrapper.rst", "pages/modules/sinergym.utils.wrappers.LoggerWrapper.rst", "pages/modules/sinergym.utils.wrappers.MultiObjectiveReward.rst", "pages/modules/sinergym.utils.wrappers.MultiObsWrapper.rst", "pages/modules/sinergym.utils.wrappers.NormalizeObservation.rst", "pages/modules/sinergym.utils.wrappers.OfficeGridStorageSmoothingActionConstraintsWrapper.rst", "pages/modules/sinergym.utils.wrappers.PreviousObservationWrapper.rst", "pages/notebooks/basic_example.nblink", "pages/notebooks/change_environment.nblink", "pages/notebooks/default_building_control.nblink", "pages/notebooks/drl.nblink", "pages/notebooks/personalize_loggerwrapper.nblink", "pages/notebooks/rule_controller_example.nblink", "pages/notebooks/wrappers_examples.nblink", "pages/output.rst", "pages/rewards.rst", "pages/tests.rst", "pages/usage-example.rst", "pages/weathers.rst", "pages/wrappers.rst"], "titles": ["Welcome to sinergym!", "API reference", "3. Buildings", "7. Controllers", "11. Deep Reinforcement Learning Integration", "5. Environments", "9. Extra Configuration in Sinergym simulations", "12. Sinergym with Google Cloud", "13. Github Actions", "1. Installation", "<no title>", "sinergym.envs", "sinergym.envs.eplus_env", "sinergym.envs.eplus_env.EplusEnv", "sinergym.simulators", "sinergym.simulators.base", "sinergym.simulators.base.BaseSimulator", "sinergym.simulators.eplus", "sinergym.simulators.eplus.EnergyPlus", "sinergym.simulators.eplus_alpha", "sinergym.simulators.eplus_alpha.EnergyPlus", "sinergym.utils", "sinergym.utils.callbacks", "sinergym.utils.callbacks.LoggerCallback", "sinergym.utils.callbacks.LoggerEvalCallback", "sinergym.utils.common", "sinergym.utils.common.create_variable_weather", "sinergym.utils.common.export_actuators_to_excel", "sinergym.utils.common.get_current_time_info", "sinergym.utils.common.get_delta_seconds", "sinergym.utils.common.get_record_keys", "sinergym.utils.common.get_season_comfort_range", "sinergym.utils.common.is_wrapped", "sinergym.utils.common.prepare_batch_from_records", "sinergym.utils.common.ranges_getter", "sinergym.utils.common.to_idf", "sinergym.utils.common.unwrap_wrapper", "sinergym.utils.config", "sinergym.utils.config.Config", "sinergym.utils.constants", "sinergym.utils.controllers", "sinergym.utils.controllers.RBC5Zone", "sinergym.utils.controllers.RBCDatacenter", "sinergym.utils.controllers.RandomController", "sinergym.utils.env_checker", "sinergym.utils.env_checker.check_env", "sinergym.utils.evaluation", "sinergym.utils.evaluation.evaluate_policy", "sinergym.utils.gcloud", "sinergym.utils.gcloud.delete_instance_MIG_from_container", "sinergym.utils.gcloud.get_service_account_token", "sinergym.utils.gcloud.init_storage_client", "sinergym.utils.gcloud.read_from_bucket", "sinergym.utils.gcloud.upload_to_bucket", "sinergym.utils.logger", "sinergym.utils.logger.CSVLogger", "sinergym.utils.logger.Logger", "sinergym.utils.logger.WandBOutputFormat", "sinergym.utils.rewards", "sinergym.utils.rewards.BaseReward", "sinergym.utils.rewards.ExpReward", "sinergym.utils.rewards.HourlyLinearReward", "sinergym.utils.rewards.LinearReward", "sinergym.utils.wrappers", "sinergym.utils.wrappers.DatetimeWrapper", "sinergym.utils.wrappers.DiscreteIncrementalWrapper", "sinergym.utils.wrappers.LoggerWrapper", "sinergym.utils.wrappers.MultiObjectiveReward", "sinergym.utils.wrappers.MultiObsWrapper", "sinergym.utils.wrappers.NormalizeObservation", "sinergym.utils.wrappers.OfficeGridStorageSmoothingActionConstraintsWrapper", "sinergym.utils.wrappers.PreviousObservationWrapper", "15. Basic example", "16. Changing an environment registered in Sinergym", "17. Default building control setting up an empty action interface", "21. DRL usage example", "19. Logger Wrapper personalization/configuration", "20. Rule Controller example", "18. Wrappers example", "10. Output format", "6. Rewards", "14. Tests", "2. Usage example", "4. Weathers", "8. Wrappers"], "terms": {"The": [0, 2, 3, 4, 5, 6, 7, 8, 10, 13, 18, 24, 31, 45, 47, 65, 66, 67, 72, 73, 74, 75, 78, 79, 80, 82, 84], "goal": [0, 10], "i": [0, 2, 3, 4, 5, 6, 7, 8, 9, 10, 13, 18, 24, 33, 34, 38, 45, 47, 49, 55, 57, 61, 64, 66, 69, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84], "creat": [0, 4, 5, 6, 9, 10, 18, 26, 27, 34, 38, 72, 73, 74, 75, 76, 77, 78, 82], "an": [0, 2, 3, 4, 5, 7, 8, 9, 10, 13, 16, 18, 23, 24, 30, 35, 38, 45, 47, 55, 65, 72, 75, 78, 79, 80, 81, 84], "environ": [0, 2, 3, 4, 6, 7, 10, 11, 12, 13, 18, 20, 24, 32, 36, 41, 42, 43, 45, 47, 55, 59, 60, 61, 62, 63, 65, 66, 67, 68, 69, 71, 72, 74, 75, 77, 78, 79, 80, 81, 82, 83, 84], "follow": [0, 4, 5, 7, 8, 9, 10, 18, 42, 45, 72, 74, 80], "gymnasium": [0, 4, 5, 6, 10, 13, 72, 73, 74, 75, 76, 77, 78, 79, 81, 82], "interfac": [0, 5, 10, 14, 19, 38, 73, 79, 81], "wrap": [0, 4, 10, 24, 32, 36, 47, 75, 78, 79], "simul": [0, 4, 5, 9, 10, 11, 12, 13, 26, 28, 34, 38, 41, 42, 43, 55, 56, 66, 72, 73, 74, 75, 76, 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"sinergym.utils.callbacks.LoggerCallback.on_training_end"]], "loggerevalcallback (class in sinergym.utils.callbacks)": [[24, "sinergym.utils.callbacks.LoggerEvalCallback"]], "__init__() (sinergym.utils.callbacks.loggerevalcallback method)": [[24, "sinergym.utils.callbacks.LoggerEvalCallback.__init__"]], "sinergym.utils.common": [[25, "module-sinergym.utils.common"]], "create_variable_weather() (in module sinergym.utils.common)": [[26, "sinergym.utils.common.create_variable_weather"]], "export_actuators_to_excel() (in module sinergym.utils.common)": [[27, "sinergym.utils.common.export_actuators_to_excel"]], "get_current_time_info() (in module sinergym.utils.common)": [[28, "sinergym.utils.common.get_current_time_info"]], "get_delta_seconds() (in module sinergym.utils.common)": [[29, "sinergym.utils.common.get_delta_seconds"]], "get_record_keys() (in module sinergym.utils.common)": [[30, "sinergym.utils.common.get_record_keys"]], "get_season_comfort_range() (in module 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(sinergym.utils.logger.logger method)": [[56, "sinergym.utils.logger.Logger.getLogger"]], "wandboutputformat (class in sinergym.utils.logger)": [[57, "sinergym.utils.logger.WandBOutputFormat"]], "__init__() (sinergym.utils.logger.wandboutputformat method)": [[57, "sinergym.utils.logger.WandBOutputFormat.__init__"]], "write() (sinergym.utils.logger.wandboutputformat method)": [[57, "sinergym.utils.logger.WandBOutputFormat.write"]], "sinergym.utils.rewards": [[58, "module-sinergym.utils.rewards"]], "basereward (class in sinergym.utils.rewards)": [[59, "sinergym.utils.rewards.BaseReward"]], "__init__() (sinergym.utils.rewards.basereward method)": [[59, "sinergym.utils.rewards.BaseReward.__init__"]], "expreward (class in sinergym.utils.rewards)": [[60, "sinergym.utils.rewards.ExpReward"]], "__init__() (sinergym.utils.rewards.expreward method)": [[60, "sinergym.utils.rewards.ExpReward.__init__"]], "hourlylinearreward (class in sinergym.utils.rewards)": [[61, 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"sinergym.utils.wrappers.NormalizeObservation"]], "__init__() (sinergym.utils.wrappers.normalizeobservation method)": [[69, "sinergym.utils.wrappers.NormalizeObservation.__init__"]], "get_unwrapped_obs() (sinergym.utils.wrappers.normalizeobservation method)": [[69, "sinergym.utils.wrappers.NormalizeObservation.get_unwrapped_obs"]], "observation() (sinergym.utils.wrappers.normalizeobservation method)": [[69, "sinergym.utils.wrappers.NormalizeObservation.observation"]], "officegridstoragesmoothingactionconstraintswrapper (class in sinergym.utils.wrappers)": [[70, "sinergym.utils.wrappers.OfficeGridStorageSmoothingActionConstraintsWrapper"]], "__init__() (sinergym.utils.wrappers.officegridstoragesmoothingactionconstraintswrapper method)": [[70, "sinergym.utils.wrappers.OfficeGridStorageSmoothingActionConstraintsWrapper.__init__"]], "action() (sinergym.utils.wrappers.officegridstoragesmoothingactionconstraintswrapper method)": [[70, "sinergym.utils.wrappers.OfficeGridStorageSmoothingActionConstraintsWrapper.action"]], "previousobservationwrapper (class in sinergym.utils.wrappers)": [[71, "sinergym.utils.wrappers.PreviousObservationWrapper"]], "__init__() (sinergym.utils.wrappers.previousobservationwrapper method)": [[71, "sinergym.utils.wrappers.PreviousObservationWrapper.__init__"]], "observation() (sinergym.utils.wrappers.previousobservationwrapper method)": [[71, "sinergym.utils.wrappers.PreviousObservationWrapper.observation"]]}}) \ No newline at end of file +Search.setIndex({"docnames": ["index", "pages/API-reference", "pages/buildings", "pages/controllers", "pages/deep-reinforcement-learning", "pages/environments", "pages/extra-configuration", "pages/gcloudAPI", "pages/github-actions", "pages/installation", "pages/introduction", "pages/modules/sinergym.envs", "pages/modules/sinergym.envs.eplus_env", "pages/modules/sinergym.envs.eplus_env.EplusEnv", "pages/modules/sinergym.simulators", "pages/modules/sinergym.simulators.base", "pages/modules/sinergym.simulators.base.BaseSimulator", "pages/modules/sinergym.simulators.eplus", "pages/modules/sinergym.simulators.eplus.EnergyPlus", "pages/modules/sinergym.simulators.eplus_alpha", "pages/modules/sinergym.simulators.eplus_alpha.EnergyPlus", "pages/modules/sinergym.utils", "pages/modules/sinergym.utils.callbacks", "pages/modules/sinergym.utils.callbacks.LoggerCallback", "pages/modules/sinergym.utils.callbacks.LoggerEvalCallback", "pages/modules/sinergym.utils.common", "pages/modules/sinergym.utils.common.create_variable_weather", "pages/modules/sinergym.utils.common.export_actuators_to_excel", "pages/modules/sinergym.utils.common.get_current_time_info", "pages/modules/sinergym.utils.common.get_delta_seconds", "pages/modules/sinergym.utils.common.get_record_keys", "pages/modules/sinergym.utils.common.get_season_comfort_range", "pages/modules/sinergym.utils.common.is_wrapped", "pages/modules/sinergym.utils.common.prepare_batch_from_records", "pages/modules/sinergym.utils.common.ranges_getter", "pages/modules/sinergym.utils.common.to_idf", "pages/modules/sinergym.utils.common.unwrap_wrapper", "pages/modules/sinergym.utils.config", "pages/modules/sinergym.utils.config.Config", "pages/modules/sinergym.utils.constants", "pages/modules/sinergym.utils.controllers", "pages/modules/sinergym.utils.controllers.RBC5Zone", "pages/modules/sinergym.utils.controllers.RBCDatacenter", "pages/modules/sinergym.utils.controllers.RandomController", "pages/modules/sinergym.utils.env_checker", "pages/modules/sinergym.utils.env_checker.check_env", "pages/modules/sinergym.utils.evaluation", "pages/modules/sinergym.utils.evaluation.evaluate_policy", "pages/modules/sinergym.utils.gcloud", "pages/modules/sinergym.utils.gcloud.delete_instance_MIG_from_container", "pages/modules/sinergym.utils.gcloud.get_service_account_token", "pages/modules/sinergym.utils.gcloud.init_storage_client", "pages/modules/sinergym.utils.gcloud.read_from_bucket", "pages/modules/sinergym.utils.gcloud.upload_to_bucket", "pages/modules/sinergym.utils.logger", "pages/modules/sinergym.utils.logger.CSVLogger", "pages/modules/sinergym.utils.logger.Logger", "pages/modules/sinergym.utils.logger.WandBOutputFormat", "pages/modules/sinergym.utils.rewards", "pages/modules/sinergym.utils.rewards.BaseReward", "pages/modules/sinergym.utils.rewards.ExpReward", "pages/modules/sinergym.utils.rewards.HourlyLinearReward", "pages/modules/sinergym.utils.rewards.LinearReward", "pages/modules/sinergym.utils.wrappers", "pages/modules/sinergym.utils.wrappers.DatetimeWrapper", "pages/modules/sinergym.utils.wrappers.DiscreteIncrementalWrapper", "pages/modules/sinergym.utils.wrappers.LoggerWrapper", "pages/modules/sinergym.utils.wrappers.MultiObjectiveReward", "pages/modules/sinergym.utils.wrappers.MultiObsWrapper", "pages/modules/sinergym.utils.wrappers.NormalizeObservation", "pages/modules/sinergym.utils.wrappers.OfficeGridStorageSmoothingActionConstraintsWrapper", "pages/modules/sinergym.utils.wrappers.PreviousObservationWrapper", "pages/notebooks/basic_example", "pages/notebooks/change_environment", "pages/notebooks/default_building_control", "pages/notebooks/drl", "pages/notebooks/personalize_loggerwrapper", "pages/notebooks/rule_controller_example", "pages/notebooks/wrappers_examples", "pages/output", "pages/rewards", "pages/tests", "pages/usage-example", "pages/weathers", "pages/wrappers"], "filenames": ["index.rst", "pages/API-reference.rst", "pages/buildings.rst", "pages/controllers.rst", "pages/deep-reinforcement-learning.rst", "pages/environments.rst", "pages/extra-configuration.rst", "pages/gcloudAPI.rst", "pages/github-actions.rst", "pages/installation.rst", "pages/introduction.rst", "pages/modules/sinergym.envs.rst", "pages/modules/sinergym.envs.eplus_env.rst", "pages/modules/sinergym.envs.eplus_env.EplusEnv.rst", "pages/modules/sinergym.simulators.rst", "pages/modules/sinergym.simulators.base.rst", "pages/modules/sinergym.simulators.base.BaseSimulator.rst", "pages/modules/sinergym.simulators.eplus.rst", "pages/modules/sinergym.simulators.eplus.EnergyPlus.rst", "pages/modules/sinergym.simulators.eplus_alpha.rst", "pages/modules/sinergym.simulators.eplus_alpha.EnergyPlus.rst", "pages/modules/sinergym.utils.rst", "pages/modules/sinergym.utils.callbacks.rst", "pages/modules/sinergym.utils.callbacks.LoggerCallback.rst", "pages/modules/sinergym.utils.callbacks.LoggerEvalCallback.rst", "pages/modules/sinergym.utils.common.rst", "pages/modules/sinergym.utils.common.create_variable_weather.rst", "pages/modules/sinergym.utils.common.export_actuators_to_excel.rst", "pages/modules/sinergym.utils.common.get_current_time_info.rst", "pages/modules/sinergym.utils.common.get_delta_seconds.rst", "pages/modules/sinergym.utils.common.get_record_keys.rst", "pages/modules/sinergym.utils.common.get_season_comfort_range.rst", "pages/modules/sinergym.utils.common.is_wrapped.rst", "pages/modules/sinergym.utils.common.prepare_batch_from_records.rst", "pages/modules/sinergym.utils.common.ranges_getter.rst", "pages/modules/sinergym.utils.common.to_idf.rst", "pages/modules/sinergym.utils.common.unwrap_wrapper.rst", "pages/modules/sinergym.utils.config.rst", "pages/modules/sinergym.utils.config.Config.rst", "pages/modules/sinergym.utils.constants.rst", "pages/modules/sinergym.utils.controllers.rst", "pages/modules/sinergym.utils.controllers.RBC5Zone.rst", "pages/modules/sinergym.utils.controllers.RBCDatacenter.rst", "pages/modules/sinergym.utils.controllers.RandomController.rst", "pages/modules/sinergym.utils.env_checker.rst", "pages/modules/sinergym.utils.env_checker.check_env.rst", "pages/modules/sinergym.utils.evaluation.rst", "pages/modules/sinergym.utils.evaluation.evaluate_policy.rst", "pages/modules/sinergym.utils.gcloud.rst", "pages/modules/sinergym.utils.gcloud.delete_instance_MIG_from_container.rst", "pages/modules/sinergym.utils.gcloud.get_service_account_token.rst", "pages/modules/sinergym.utils.gcloud.init_storage_client.rst", "pages/modules/sinergym.utils.gcloud.read_from_bucket.rst", "pages/modules/sinergym.utils.gcloud.upload_to_bucket.rst", "pages/modules/sinergym.utils.logger.rst", "pages/modules/sinergym.utils.logger.CSVLogger.rst", "pages/modules/sinergym.utils.logger.Logger.rst", "pages/modules/sinergym.utils.logger.WandBOutputFormat.rst", "pages/modules/sinergym.utils.rewards.rst", "pages/modules/sinergym.utils.rewards.BaseReward.rst", "pages/modules/sinergym.utils.rewards.ExpReward.rst", "pages/modules/sinergym.utils.rewards.HourlyLinearReward.rst", "pages/modules/sinergym.utils.rewards.LinearReward.rst", "pages/modules/sinergym.utils.wrappers.rst", "pages/modules/sinergym.utils.wrappers.DatetimeWrapper.rst", "pages/modules/sinergym.utils.wrappers.DiscreteIncrementalWrapper.rst", 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4, "sphinx": 57}, "alltitles": {"Welcome to sinergym!": [[0, "welcome-to-sinergym"]], "Contributing": [[0, "contributing"]], "Projects using Sinergym": [[0, "projects-using-sinergym"]], "Examples": [[0, "examples"]], "Citing Sinergym": [[0, "citing-sinergym"]], "API reference": [[1, "api-reference"]], "Buildings": [[2, "buildings"]], "Datacenter": [[2, "datacenter"]], "5Zone": [[2, "zone"]], "Warehouse": [[2, "warehouse"]], "OfficeMedium": [[2, "officemedium"]], "ShopWithVanBattery": [[2, "shopwithvanbattery"]], "OfficeGridStorageSmoothing": [[2, "officegridstoragesmoothing"]], "Controllers": [[3, "controllers"]], "Deep Reinforcement Learning Integration": [[4, "deep-reinforcement-learning-integration"]], "DRL Callback Logger": [[4, "drl-callback-logger"]], "Evaluation Callback": [[4, "evaluation-callback"]], "Weights and Biases structure": [[4, "weights-and-biases-structure"]], "How to use": [[4, "how-to-use"]], "Train a model": [[4, "train-a-model"]], "Load a trained model": [[4, 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