/MLOps

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Learning Notes: Machine Learning with Rust

Linear Regression

  1. Make a CSV Reader
  2. Linear Regression with rusty_machine Linear Regression MSE

Polars

Linear Regression with Smartcore and Polars

  1. Read the input dataset and parse into a Polars Dataframe
  2. Extract the relevant training features and target
  3. Convert features and target to smartcore DenseMatrix format
  4. Run linear regression

References