msticpy.analysis.anomalous_sequence.utils package

MSTIC Anomalous Sequence Modelling Utilities.

Submodules

• msticpy.analysis.anomalous_sequence.utils.cmds_only module
  • compute_counts()
  • compute_likelihood_window()
  • compute_likelihood_windows_in_session()
  • laplace_smooth_counts()
  • rarest_window_session()
• msticpy.analysis.anomalous_sequence.utils.cmds_params_only module
  • compute_counts()
  • compute_likelihood_window()
  • compute_likelihood_windows_in_session()
  • compute_prob_setofparams_given_cmd()
  • laplace_smooth_counts()
  • rarest_window_session()
• msticpy.analysis.anomalous_sequence.utils.cmds_params_values module
  • compute_counts()
  • compute_likelihood_window()
  • compute_likelihood_windows_in_session()
  • compute_prob_setofparams_given_cmd()
  • get_params_to_model_values()
  • laplace_smooth_counts()
  • rarest_window_session()
• msticpy.analysis.anomalous_sequence.utils.data_structures module
  • Cmd
  • StateMatrix
    • StateMatrix.clear()
    • StateMatrix.copy()
    • StateMatrix.fromkeys()
    • StateMatrix.get()
    • StateMatrix.items()
    • StateMatrix.keys()
    • StateMatrix.pop()
    • StateMatrix.popitem()
    • StateMatrix.setdefault()
    • StateMatrix.update()
    • StateMatrix.values()
• msticpy.analysis.anomalous_sequence.utils.laplace_smooth module
  • laplace_smooth_cmd_counts()
  • laplace_smooth_param_counts()
  • laplace_smooth_value_counts()
• msticpy.analysis.anomalous_sequence.utils.probabilities module
  • compute_cmds_probs()
  • compute_params_probs()
  • compute_values_probs()