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ROADMAP.md

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TransmogrifAI Roadmap

Short Term

  • Implement Python interface for loading and evaluating TransmogrifAI models - #393
  • Extend Python interface to allow defining workflows & train models with existing TransmogrifAI readers, stages etc. - #393
  • Standatize versioning of TransmogrifAI models format and implement verification for safe execution - #397
  • Implement deep learning support, e.g. an ability to load an TensorFlow models and score them - #288, #355
  • Investigate integration with JohnSnowNLP library, since it has some many fancy operations that we could use

Long Term

  • Extend Python interface to allow defining custom readers & stages with Python code snippets - #393
  • Allow exporting TransmogrifAI models in MLeap or other popular format, e.g. ONNX