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Experiment tracking and metric logging for Amazon SageMaker notebooks
...Trial: A description of a multi-step machine learning workflow. Each step in the workflow is described by a Trial Component. There is no relationship between Trial Components such as ordering. Trial Component: A description of a single step in a machine learning workflow. For example data cleaning, feature extraction, model training, model evaluation, etc.
Log and track user/computer info in MS Windows environments
...It includes a client side application (veloapport.exe - intended to be run as a logon and logoff script) and an analyzer (veloapportdetective.py) reporting hardware changes and populates a computer inventory table. The client (veloapport.exe) sends user and machine information to a MySQL database server and VeloApport Detective populates a computer inventory table while also detecting changes and if the system drive is running out of free space.
PyIDS is an intrusion detection system whose aim is to provide concise information to administrators about some parts of the system i.e filesystem checksums, unknown connections to the machine, access control lists of special files, log revision...