ABLkit

Overview

  • Abductive Learning
  • Installation

Introduction to ABLkit

  • Learn the Basics
  • Quick Start
  • Dataset & Data Structure
  • Learning Part
  • Reasoning part
  • Evaluation Metrics
  • Bridge
  • Advanced Topics

Examples

  • MNIST Addition
  • Handwritten Formula (HWF)
  • Handwritten Equation Decipherment (HED)
  • Zoo
  • BDD-OIA

API

  • ablkit.data
  • ablkit.learning
  • ablkit.reasoning
  • ablkit.bridge
  • ablkit.utils

References

  • References
ABLkit
  • Overview: module code

All modules for which code is available

  • ablkit.bridge.a3bl_bridge
  • ablkit.bridge.base_bridge
  • ablkit.bridge.simple_bridge
  • ablkit.bridge.verification_bridge
  • ablkit.data.evaluation.base_metric
  • ablkit.data.evaluation.reasoning_metric
  • ablkit.data.evaluation.symbol_accuracy
  • ablkit.data.structures.list_data
  • ablkit.learning.abl_model
  • ablkit.learning.basic_nn
  • ablkit.learning.torch_dataset.classification_dataset
  • ablkit.learning.torch_dataset.multi_label_classification_dataset
  • ablkit.learning.torch_dataset.prediction_dataset
  • ablkit.learning.torch_dataset.regression_dataset
  • ablkit.reasoning.kb
  • ablkit.reasoning.reasoner
  • ablkit.utils.cache
  • ablkit.utils.logger
  • ablkit.utils.utils

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