EasyTPP

GETTING STARTED

  • Introduction
  • Installation
  • Quick Start

USER GUIDE

  • Dataset
  • Model Training
  • Model Prediction

DEVELOPER GUIDE

  • Model Customization

ADVANCED TOPICS

  • Thinning Algorithm
  • Tensorboard
  • Performance Benchmarks
  • Implementation Details

API REFERENCE

  • Config
  • Preprocess
  • Model
  • Runner
  • Hyper-parameter Optimization
  • Tf and Torch Wrapper
  • Utilities
EasyTPP
  • Overview: module code

All modules for which code is available

  • easy_tpp.config_factory.config
  • easy_tpp.config_factory.data_config
  • easy_tpp.config_factory.hpo_config
  • easy_tpp.config_factory.model_config
  • easy_tpp.config_factory.runner_config
  • easy_tpp.model.torch_model.torch_attnhp
  • easy_tpp.model.torch_model.torch_baselayer
  • easy_tpp.model.torch_model.torch_basemodel
  • easy_tpp.model.torch_model.torch_fullynn
  • easy_tpp.model.torch_model.torch_intensity_free
  • easy_tpp.model.torch_model.torch_nhp
  • easy_tpp.model.torch_model.torch_ode_tpp
  • easy_tpp.model.torch_model.torch_rmtpp
  • easy_tpp.model.torch_model.torch_sahp
  • easy_tpp.model.torch_model.torch_thinning
  • easy_tpp.model.torch_model.torch_thp
  • easy_tpp.preprocess.data_loader
  • easy_tpp.preprocess.dataset
  • easy_tpp.preprocess.event_tokenizer
  • easy_tpp.runner.base_runner
  • easy_tpp.runner.tpp_runner
  • easy_tpp.utils.const
  • easy_tpp.utils.generic
  • easy_tpp.utils.import_utils
  • easy_tpp.utils.metrics
  • easy_tpp.utils.misc
  • easy_tpp.utils.multiprocess_utils
  • easy_tpp.utils.ode_utils
  • easy_tpp.utils.registrable
  • easy_tpp.utils.torch_utils

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