Mantis Bugtracker

ALGLIB - Roadmap

ALGLIB - Next 'Data mining' release
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- 0000472: [Data analysis] Cluster analysis improvements - new.
- 0000473: [Data analysis] RNN CLINK/SLINK algorithm - new.
- 0000727: [Data analysis] Gradient boosting trees (SergeyB) - assigned.
- 0000525: [Data analysis] Neural network improvements (SergeyB) - assigned.
- 0000512: [Data analysis] Parallel clustering k-means (SergeyB) - assigned.

0 of 5 issue(s) resolved. Progress (0%).

ALGLIB - 3.13.0
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- 0000751: [Solvers] skyline linear solver (SergeyB) - assigned.
- 0000764: [General] FIXED: potential memory leak in the native ALGLIB (C++, native core for C#) (SergeyB) - resolved.
- 0000763: [Data analysis] IMPLEMENTED: singular spectrum analysis algorithm (SergeyB) - resolved.
- 0000762: [General] IMPLEMENTED: exception-free error handling for C++ (SergeyB) - resolved.
- 0000758: [Linear algebra] IMPLEMENTED: warm start for subspace eigensolver (SergeyB) - resolved.
- 0000736: [Linear algebra] IMPLEMENTED: new set of public level 1 BLAS functions (SergeyB) - resolved.
- 0000734: [Optimization] IMPLEMENTED: orders of magnitude faster QP-DENSE-AUL solver (SergeyB) - resolved.
- 0000732: [General] IMPLEMENTED: up to 4x faster BLEIC and QP-BLEIC solvers (SergeyB) - resolved.
- 0000723: [General] IMPLEMENTED: attach_to_ptr() for C++ vectors/matrices (SergeyB) - resolved.
- 0000722: [General] IMPLEMENTED: ALGLIB for Delphi/FreePascal - Linux support (SergeyB) - resolved.
- 0000721: [General] IMPLEMENTED: ALGLIB for C# - Linux HPC binaries (SergeyB) - resolved.

10 of 11 issue(s) resolved. Progress (90%).

ALGLIB - 3.14.0
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- 0000767: [General] better C#-to-native memory management (SergeyB) - assigned.
- 0000750: [Linear algebra] subspace iteration for SVD, nonsymmetric EVD and invariant subspaces (SergeyB) - assigned.
- 0000708: [General] ability to control RNG seed for HPC core (SergeyB) - assigned.
- 0000755: [Interpolation] shakes for circumscribed/inscribed circle fitting (SergeyB) - assigned.
- 0000696: [Interpolation] lsfitsphere() - least squares sphere to data (SergeyB) - assigned.
- 0000743: [Optimization] linearly constrained MinLM improvements (SergeyB) - assigned.
- 0000760: [Optimization] growth of Rho for NLC-AUL and QP-DENSE-AUL (SergeyB) - assigned.
- 0000684: [Linear algebra] Implement RMatrixSYMM/CMatrixHEMM (SergeyB) - assigned.
- 0000685: [Linear algebra] SYMM-based code for dense subspace iteration and for SSA (SergeyB) - assigned.
- 0000741: [General] advanced affinity management for C/C++ core (SergeyB) - assigned.
- 0000748: [Optimization] Better warm start support for dense-aul and related minlm (SergeyB) - assigned.
- 0000737: [Interpolation] investigate performance/memory of spline1dfitpenalized() (SergeyB) - assigned.
- 0000746: [General] blocked random matrix operations (SergeyB) - assigned.
- 0000728: [Linear algebra] New sparse storage format - COO initializer (SergeyB) - assigned.
- 0000756: [General] nonsmooth BFGS (SergeyB) - assigned.
- 0000753: [Linear algebra] sparse CRS cholesky (SergeyB) - assigned.

0 of 16 issue(s) resolved. Progress (0%).

ALGLIB - ALGLIB 4.0
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- 0000759: [General] numerics.complex for C# (SergeyB) - assigned.
- 0000757: [General] enums for constants (SergeyB) - assigned.
- 0000752: [Data analysis] INCOMPATIBLE: decision trees storage format (SergeyB) - assigned.

0 of 3 issue(s) resolved. Progress (0%).

ALGLIB - Near future
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- 0000543: [Data analysis] Statistics: ANOVA and others - new.
- 0000484: [Data analysis] Decision forest improvements - new.
- 0000479: [General] KD-trees - improvements - new.
- 0000597: [Linear algebra] Root polishing for polynomial solver - new.
- 0000544: [Data analysis] Statistics - correct handling of degenerate cases - new.
- 0000560: [Optimization] SLP version of MinNLC optimizer - new.
- 0000509: [Linear algebra] Efficient TRSM and SYRK basecase code - new.
- 0000496: [Solvers] Flexible preconditioned conjugate gradient - new.
- 0000482: [Data analysis] PMML output - new.
- 0000475: [Data analysis] Support vector machines - new.
- 0000437: [Optimization] Feasibility solver - new.
- 0000448: [Statistics] Sample covariation improvements - new.
- 0000417: [Linear algebra] LinLSQR - reorthogonalization - new.
- 0000423: [Linear algebra] Sparse GMRES for linear equations - new.
- 0000424: [Linear algebra] Sparse GMRES for least squares - new.
- 0000426: [General] Automatic differentiation in NLEQ solver - new.
- 0000428: [General] Better support for lambda functions - new.
- 0000429: [Optimization] Acceleration support for LM optimizer - new.
- 0000439: [General] Large-scale memory allocations in C++ - new.
- 0000442: [Linear algebra] Efficiently handle zero elements during triangular/orthogonal factorization - new.
- 0000460: [Optimization] MinQP improvements (SergeyB) - assigned.
- 0000661: [Linear algebra] complex SVD and least squares solver (SergeyB) - assigned.
- 0000659: [Data analysis] linreg improvements (SergeyB) - assigned.
- 0000660: [Linear algebra] Sparsity support for optimizers (SergeyB) - assigned.
- 0000674: [General] t-sne (SergeyB) - assigned.
- 0000641: [General] Generation of discrete numbers with required probabilities (SergeyB) - assigned.
- 0000646: [Linear algebra] Faster XBLAS, faster iterative refinement (SergeyB) - assigned.
- 0000517: [Linear algebra] Optimize RMatrixEnforceSymmetricity (SergeyB) - assigned.
- 0000491: [Linear algebra] Marix inversion - add pre-scaling (SergeyB) - assigned.
- 0000645: [Statistics] Compact correlation/covariance (SergeyB) - assigned.
- 0000511: [Fast transforms] Improved FFT, FHT, convolution and correlation (SergeyB) - assigned.
- 0000639: [General] versioning information under POSIX platforms (SergeyB) - assigned.
- 0000608: [Linear algebra] Sparse matrix improvements (SergeyB) - assigned.
- 0000616: [Optimization] Sparsity support for optimizers (SergeyB) - assigned.
- 0000606: [Optimization] QQP improvements (SergeyB) - assigned.
- 0000576: [General] Signed NET assemblies (SergeyB) - assigned.
- 0000640: [Linear algebra] MKL-powered sparse linear algebra (SergeyB) - assigned.
- 0000581: [Data analysis] reorganize neural networks unit (SergeyB) - assigned.
- 0000562: [Optimization] SQP version of MinNLC (SergeyB) - assigned.
- 0000565: [Data analysis] Improved Naive Bayes (SergeyB) - assigned.
- 0000489: [Statistics] Multiple correlation coefficient (SergeyB) - assigned.
- 0000456: [General] Add support for NumPy arrays (SergeyB) - assigned.
- 0000416: [Linear algebra] LinCG and LinLSQR: support for callbacks (SergeyB) - assigned.

0 of 43 issue(s) resolved. Progress (0%).

ALGLIB - Distant future
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- 0000515: [General] Support for Windows systems with more than 64 processors - new.

0 of 1 issue(s) resolved. Progress (0%).


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