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  1. pyaml_env pyaml_env Public

    Parse YAML configuration with environment variables in Python

    Python 87 15

  2. deflect-ca/baskerville deflect-ca/baskerville Public

    Security Analytics Engine - Anomaly Detection in Web Traffic

    Python 32 5

  3. equalitie/deflect-analytics-ecosystem equalitie/deflect-analytics-ecosystem Public

    A collection of Dockerfiles to be used with Baskerville

    Dockerfile 2 2

  4. Python Load a yaml configuration fil... Python Load a yaml configuration file and resolve any environment variables
    1
    import os
    2
    import re
    3
    import yaml
    4
    
                  
    5
    
                  
  5. How to use Scikit's Isolation Forest... How to use Scikit's Isolation Forest in Pyspark - udf and broadcast variables
    1
    from pyspark.sql import SparkSession, functions as F, types as T
    2
    from sklearn.ensemble import IsolationForest
    3
    from sklearn.preprocessing import StandardScaler
    4
    
                  
    5
    np.random.seed(42)
  6. A full example of Shapley Values cal... A full example of Shapley Values calculation with pyspark and their benefits to the model with random data
    1
    import random
    2
    
                  
    3
    import numpy as np
    4
    import pyspark
    5
    from shapley_spark_calculation import \