Search Results for "log monitor"

...Understanding the properties of data as it moves through applications is essential to keeping your ML/AI pipeline stable and improving your user experience, whether your pipeline is built for production or experimentation. WhyLogs is an open source statistical logging library that allows data science and ML teams to effortlessly profile ML/AI pipelines and applications, producing log files that can be used for monitoring, alerts, analytics, and error analysis. WhyLogs calculates approximate statistics for datasets of any size up to TB-scale, making it easy for users to identify changes in the statistical properties of a model's inputs or outputs. Using approximate statistics allows the package to run on minimal infrastructure and monitor an entire dataset, rather than miss outliers and other anomalies by only using a sample of the data to calculate statistics.

...The properties in the custom message are the fields in a log table created specifically for that task. I am including a sample use program which is a sensor-net simulation, specifically of a home monitoring system, which could be used as a control system as well provided the interfaces from Java to the devices are installed.

Open Source Productivity Tools for Home, Business and School LOOKING FOR CONTRIBUTORS (Contact us for details) Skills required: PHP, Zend, Database design - for web app QT - for client&server Features: Keystroke monitoring Log all keystrokes along with the window name they are typed. Emails sent and received logging Events timeline logging Log all events employees performed and view them in an organized listing. Website activity Log all websites visited by the popular browsers. See also Web analytics , Web log analysis software Application usage Monitor and log all applications ran. ...