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A repo for example code for technologies and platforms: MLflow, PyTorch, Python Language features, Spark and Scala, etc.

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dmatrix/misc-code

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Sample Code from Fluent Python and other miscellaneous sources

Some sample code to learn some advanced features in Python 3

  • decorators
  • design patterns
  • introspection
  • var args and kwargs and functional arguments
  • metaprogramming
  • callables and collections
  • concurrent futures and asyncio
  • introspection
  • multiprocessing and threading
  • monkey and guerilla patching
  • coroutines
  • data generators

Sample Code to test MLflow

  • Some code to test MLflow Model Registry APIs
  • Some code snippets for MLflow Fluent and MLflow Client APIs
  • Reproducing MLflow GitHub or slack issues

Sample code from miscellaneous sources: blog posts

  • data exploration and visulization
  • data transformation and feature engineering

Feature Stores

  • Feast + MLflow
  • Delta Lake Offline Store and Feast Example

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Cheers Jules

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A repo for example code for technologies and platforms: MLflow, PyTorch, Python Language features, Spark and Scala, etc.

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