klotz: jupyter* + machine learning*

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  1. 2023-05-05 Tags: , , , , by klotz
  2. $$logloss(theta) = - {1 over m} sum_{i=1}^m (y_i ln(hat p(y_i=1)) + (1-y_i) ln(1-hat p(y_i=1)))$$
  3. 2021-09-22 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
  5. tensorflow jupyter):
    Download the training zip file from drive, extract it
    docker run --rm -it -e JUPYTER_ENABLE_LAB=yes -p 8888:8888 -v /Users/foo/Learn/python/training:/home/jovyan/ jupyter/tensorflow-notebook:latest
    2021-04-29 Tags: , , , by klotz
  6. 2020-10-06 Tags: , , , , , , by klotz

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