Roadmap - Mantis

ALGLIB - Roadmap
ALGLIB - 3.16.0 =============== 40% - 0000824: [Optimization] Breaking change in minlmoptimize exception handling - new. - 0000862: [Optimization] change in SLP logic (SergeyB) - assigned. - 0000859: [Optimization] perform pivot selection in simplex solver taking into account |rho| (SergeyB) - assigned. - 0000848: [Interpolation] 1d spline serialization (SergeyB) - assigned. - 0000760: [Optimization] growth of Rho for NLC-AUL and QP-DENSE-AUL (SergeyB) - assigned. - 0000782: [Interpolation] Inverse distance weighting, improved version (SergeyB) - assigned. - 0000737: [Interpolation] IMPLEMENTED: fast fitting by penalized cubic spline (SergeyB) - resolved. - 0000861: [Data analysis] IMPLEMENTED: variable importance for random forests (SergeyB) - resolved. - 0000860: [Data analysis] IMPLEMENTED: compressed storage format for random forests (3.7x-5.7x memory usage reduction) (SergeyB) - resolved. - 0000858: [Optimization] IMPLEMENTED: more precise choise of pivot element in LP solver (SergeyB) - resolved. 4 of 10 issue(s) resolved. Progress (40%).ALGLIB - 3.17.0 =============== 0% - 0000708: [General] ability to control RNG seed for HPC core (SergeyB) - assigned. - 0000685: [Linear algebra] SYMM-based code for dense subspace iteration and for SSA (SergeyB) - assigned. - 0000684: [Linear algebra] Implement RMatrixSYMM/CMatrixHEMM (SergeyB) - assigned. - 0000646: [Linear algebra] Faster XBLAS, faster iterative refinement (SergeyB) - assigned. - 0000743: [Optimization] linearly constrained MinLM improvements (SergeyB) - assigned. - 0000799: [Solvers] LSQR solver - better handling of LambdaV (SergeyB) - assigned. - 0000767: [General] better C#-to-native memory management (SergeyB) - assigned. - 0000804: [Interpolation] lsfitsetscaleauto() (SergeyB) - assigned. - 0000830: [Optimization] autoscaling for minlm/lsfit (SergeyB) - assigned. - 0000836: [General] uninitialized locals reported by SC (SergeyB) - assigned. - 0000843: [Optimization] "paranoid SLP" optimizer (SergeyB) - assigned. - 0000755: [Interpolation] switch circumscribed/inscribed circle fitting to new SLP-NLC (SergeyB) - assigned. - 0000748: [Optimization] Better warm start support for dense-aul and related minlm (SergeyB) - assigned. - 0000756: [General] nonsmooth BFGS (SergeyB) - assigned. - 0000565: [Data analysis] Improved Naive Bayes (SergeyB) - assigned. - 0000753: [Linear algebra] sparse CRS cholesky (SergeyB) - assigned. - 0000741: [General] advanced affinity management for C/C++ core (SergeyB) - assigned. - 0000728: [Linear algebra] New sparse storage format - COO initializer (SergeyB) - assigned. - 0000746: [General] blocked random matrix operations (SergeyB) - assigned. 0 of 19 issue(s) resolved. Progress (0%).ALGLIB - ALGLIB 4.0 =================== 0% - 0000777: [General] INCOMPATIBLE: remove "out info" parameter from all the functions (SergeyB) - assigned. - 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 4 issue(s) resolved. Progress (0%).ALGLIB - Next 'Data mining' release =================================== 0% - 0000484: [Data analysis] Decision forest improvements (SergeyB) - assigned. - 0000854: [Data analysis] regression forests with multiple dependend vars (SergeyB) - assigned. - 0000853: [Data analysis] nca and lmnn improvements to knn classifier (SergeyB) - assigned. - 0000818: [Data analysis] sparse GEMM usage in sparse PCA (SergeyB) - assigned. - 0000727: [Data analysis] Gradient boosting trees (SergeyB) - assigned. - 0000816: [Data analysis] kernel PCA (SergeyB) - assigned. - 0000473: [Data analysis] RNN CLINK/SLINK algorithm (SergeyB) - assigned. - 0000544: [Data analysis] Statistics - correct handling of degenerate cases (SergeyB) - assigned. - 0000448: [Statistics] Sample covariation improvements (SergeyB) - assigned. - 0000543: [Data analysis] Statistics: ANOVA and others (SergeyB) - assigned. - 0000472: [Data analysis] Cluster analysis improvements (SergeyB) - assigned. - 0000475: [Data analysis] Support vector machines (SergeyB) - assigned. - 0000482: [Data analysis] PMML output (SergeyB) - assigned. - 0000581: [Data analysis] reorganize neural networks unit (SergeyB) - assigned. - 0000641: [General] Generation of discrete numbers with required probabilities (SergeyB) - assigned. - 0000674: [General] t-sne (SergeyB) - assigned. - 0000659: [Data analysis] linreg improvements (SergeyB) - assigned. - 0000645: [Statistics] Compact correlation/covariance (SergeyB) - assigned. - 0000489: [Statistics] Multiple correlation coefficient (SergeyB) - assigned. - 0000525: [Data analysis] Neural network improvements (SergeyB) - assigned. - 0000512: [Data analysis] Parallel clustering k-means (SergeyB) - assigned. 0 of 21 issue(s) resolved. Progress (0%).ALGLIB - Next 'Interpolation' release ===================================== next interpolation release 0% - 0000849: [Interpolation] gridcalc2/gridcalc3 for IDW (SergeyB) - assigned. 0 of 1 issue(s) resolved. Progress (0%).ALGLIB - Next 'Optimization' release ==================================== 0% - 0000847: [Optimization] nonsmooth optimizers: bundle methods, proximal bundle methods (SergeyB) - assigned. - 0000828: [Optimization] SLQP version of NLC (SergeyB) - assigned. - 0000437: [Optimization] Feasibility solver (SergeyB) - assigned. - 0000616: [Optimization] Sparsity support for optimizers (SergeyB) - assigned. - 0000606: [Optimization] QQP improvements (SergeyB) - assigned. - 0000562: [Optimization] SQP version of MinNLC (SergeyB) - assigned. - 0000460: [Optimization] MinQP improvements (SergeyB) - assigned. 0 of 7 issue(s) resolved. Progress (0%).ALGLIB - Next 'LinAlg' release ============================== 0% - 0000423: [Linear algebra] Sparse GMRES for linear equations (SergeyB) - assigned. - 0000424: [Linear algebra] Sparse GMRES for least squares (SergeyB) - assigned. - 0000509: [Linear algebra] Efficient TRSM and SYRK basecase code (SergeyB) - assigned. - 0000442: [Linear algebra] Efficiently handle zero elements during triangular/orthogonal factorization (SergeyB) - assigned. - 0000517: [Linear algebra] Optimize RMatrixEnforceSymmetricity (SergeyB) - assigned. - 0000640: [Linear algebra] MKL-powered sparse linear algebra (SergeyB) - assigned. - 0000491: [Linear algebra] Marix inversion - add pre-scaling (SergeyB) - assigned. - 0000661: [Linear algebra] complex SVD and least squares solver (SergeyB) - assigned. - 0000608: [Linear algebra] Sparse matrix improvements (SergeyB) - assigned. 0 of 9 issue(s) resolved. Progress (0%).ALGLIB - Near future ==================== 0% - 0000417: [Linear algebra] LinLSQR - reorthogonalization (SergeyB) - assigned. - 0000426: [General] Automatic differentiation in NLEQ solver (SergeyB) - assigned. - 0000428: [General] Better support for lambda functions (SergeyB) - assigned. - 0000429: [Optimization] Acceleration support for LM optimizer (SergeyB) - assigned. - 0000496: [Solvers] Flexible preconditioned conjugate gradient (SergeyB) - assigned. - 0000597: [Linear algebra] Root polishing for polynomial solver (SergeyB) - assigned. - 0000479: [General] KD-trees - improvements (SergeyB) - assigned. - 0000511: [Fast transforms] Improved FFT, FHT, convolution and correlation (SergeyB) - assigned. - 0000576: [General] Signed NET assemblies (SergeyB) - assigned. - 0000456: [General] Add support for NumPy arrays (SergeyB) - assigned. - 0000416: [Linear algebra] LinCG and LinLSQR: support for callbacks (SergeyB) - assigned. 0 of 11 issue(s) resolved. Progress (0%).

Mantis 1.1.6[^]