dmatrix / misc-code

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

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