ivaps
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Introduction:

  • About
  • IVaps Framework Overview

Getting Started:

  • Installation
  • Quickstart
  • Examples

API Reference:

  • IVAPS API Reference

Others:

  • References
  • Github
ivaps
  • Docs »
  • Examples
  • Edit on GitHub

ExamplesΒΆ

Below is a list of detailed example notebooks that go through the treatment effect estimation process for different ML frameworks using simulated data.

  • ONNX Conversion: basic conversion tutorial for supported frameworks

  • Check Conversion: post ONNX conversion test data generation and verification

  • Sklearn: model training, conversion, data generation, and estimation

  • Pytorch: neural network with categorical embeddings

  • Tensorflow: SSDMobilenet conversion and estimation

  • LightGBM: model training, conversion, and estimation

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© Copyright 2020, Richard Liu Revision 0d40564b.

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