├── .gitignore ├── .pre-commit-config.yaml ├── .yamllint ├── README.md ├── asserts └── pis.png ├── configs ├── callbacks │ ├── default.yaml │ ├── none.yaml │ └── wandb.yaml ├── config.yaml ├── datamodule │ ├── datamodule.yaml │ ├── funnel.yaml │ ├── nine.yaml │ └── ou.yaml ├── experiment │ ├── example_full.yaml │ ├── example_simple.yaml │ ├── funnel.yaml │ ├── ou.yaml │ └── ps.yaml ├── logger │ ├── comet.yaml │ ├── csv.yaml │ ├── many_loggers.yaml │ ├── mlflow.yaml │ ├── neptune.yaml │ ├── tensorboard.yaml │ └── wandb.yaml ├── mode │ ├── debug.yaml │ ├── default.yaml │ └── exp.yaml ├── model │ └── base.yaml └── trainer │ ├── ddp.yaml │ ├── debug.yaml │ └── default.yaml ├── doc └── jam-lht.md ├── notebooks └── .gitkeep ├── poetry.lock ├── pyproject.toml ├── run.py ├── setup.cfg └── src ├── __init__.py ├── callbacks ├── __init__.py ├── lr.py ├── metric_cb.py ├── ou_cb.py └── ps_cb.py ├── datamodules ├── __init__.py ├── blank_datamodule.py └── datasets │ ├── __init__.py │ ├── base_set.py │ ├── cox.py │ ├── cox_utils.py │ ├── funnel.py │ ├── img.py │ ├── img_tools.py │ ├── labrador.jpg │ ├── ou.py │ └── ps.py ├── logger ├── __init__.py ├── jam_wandb.py └── wandb_logger.py ├── models ├── __init__.py ├── base_model.py ├── loss.py └── pis_nn.py ├── networks ├── __init__.py ├── simple.py └── time_conder.py ├── train.py ├── utils ├── __init__.py ├── ksd.py ├── lht_utils.py ├── loss_helper.py └── sampling.py └── viz ├── __init__.py ├── ou.py ├── ps.py └── wandb_fig.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qsh-zh/pis/HEAD/.gitignore -------------------------------------------------------------------------------- /.pre-commit-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qsh-zh/pis/HEAD/.pre-commit-config.yaml -------------------------------------------------------------------------------- /.yamllint: 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