Articles
Technical deep-dives into RustKernels algorithms, implementation details, and use cases.
Featured Articles
Accounting Network Generation: Transforming Journal Entries to Directed Graphs
A comprehensive look at the GPU-accelerated transformation of double-entry bookkeeping journal entries into directed accounting networks. Covers the five solving methods, confidence calculation, VAT detection, and pattern recognition.
Topics covered:
- The accounting network problem
- Five solving methods (A-E) with confidence hierarchy
- Fixed-point arithmetic for financial precision
- Account classification and VAT detection
- Transaction pattern recognition
- Performance characteristics
Upcoming Articles
- Graph Analytics at Scale: PageRank and community detection on billion-edge graphs
- Real-Time Risk: Streaming VaR calculation with Ring kernels
- Process Mining with DFG: Automatically discovering business processes
- Compliance Patterns: Detecting AML patterns in transaction networks
Contributing Articles
Want to contribute an article? Articles should:
- Focus on a specific kernel or algorithm
- Explain the underlying theory
- Show practical implementation details
- Include code examples
- Discuss performance characteristics
Submit proposals via GitHub issues.