SmartMetrics: Explore your Repositories

By thoroughly analyzing the entire Git repository's history, SmartMetrics unveils the evolution of metrics and semantic patterns, rendering this information transparent and accessible to all project stakeholders in interactive web based dashboard, without the need for installations or specific environments. SmartMetrics encompasses a range of metrics, leverages topic modeling techniques to cluster artifacts and generate semantic insights. Users can explore all data including differences between versions through interactive dashboards.

SmartDelta Core: Scan git repositories, loop over all commits and files, analyse non-binary files (json, txt, ceps, code files, etc.), calculate software metrics, calculate topics and keywords per file, calculate embeddings per file, store all data on a database, then create dashboard showing the data

SmartDelta Dash: create interactive dashboards using dash/plotly lib.

• Python 3.10
• dash, plotly, numpy, pandas, bertopic, topic2vec, git
• running instance of PostgresSQL

Engineering and consulting customers from any domain, that develop code in git repositories

Licensing and permission required