klotz: python* + github* + machine learning*

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  1. A Github Gist containing a Python script for text classification using the TxTail API
  2. A light-weight codebase that enables memory-efficient and performant finetuning of Mistral's models. It is based on LoRA, a training paradigm where most weights are frozen and only 1-2% additional weights in the form of low-rank matrix perturbations are trained.
  3. 2021-09-14 Tags: , , by klotz
  4. Linear Regression
    Multiple Regression
    Polynomial Regression
    Decision Tree
    Logistic Regression
    K Nearest Neighbor
    Naive Bayes
    Random Forest
    Support Vector Machines
    Principal Component Analysis
    Linear Discriminant Analysis
    K Means Clustering
    Hierarchical Clustering

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