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CFilt 1.0.0
Breaking changes
- The package architecture has been redesigned: CFilt is now fully
based on R6 classes, replacing the previous S3/OO implementation.
- Several legacy methods have been removed, including
setnewuser() and setnewitem(). Equivalent
functionality is now handled by updated class methods.
- The internal data structures have changed, and objects created in
previous versions are not fully compatible with this release.
Improvements
- Significant performance improvements through the adoption of sparse
matrix representations (
Matrix package), reducing memory
usage and computation time.
- Optimized update procedures for user-item and item-item similarity
matrices.
- Improved scalability for larger datasets.
Documentation
- Updated function documentation to reflect the new R6-based
architecture.
- Examples revised to match the current class usage.
Internal changes
- Refactored internal methods to improve efficiency and
maintainability.
- Updated dependency usage and removed unused imports.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.