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20171017 05:10 MSK
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ALGLIB  Roadmap
ALGLIB  Next 'Data mining' release
===================================
0%

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 kmeans (SergeyB)  assigned.
0 of 5 issue(s) resolved. Progress (0%).
ALGLIB  3.13.0
===============
60%

0000737
:
[Interpolation]
investigate performance/memory of spline1dfitpenalized() (SergeyB)  assigned.

0000728
:
[Linear algebra]
New sparse storage format  COO initializer (SergeyB)  assigned.

0000725
:
[Optimization]
DOCS: add information about 8 completion code to all solvers (SergeyB)  assigned.

0000708
:
[General]
ability to control RNG seed for HPC core (SergeyB)  assigned.

0000736
:
[Linear algebra]
IMPLEMENTED: new set of public level 1 BLAS functions (SergeyB)  resolved
.

0000734
:
[Optimization]
IMPLEMENTED: orders of magnitude faster QPDENSEAUL solver (SergeyB)  resolved
.

0000732
:
[General]
IMPLEMENTED: up to 4x faster BLEIC and QPBLEIC 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
.
6 of 10 issue(s) resolved. Progress (60%).
ALGLIB  ALGLIB 4.0
===================
0%

0000696
:
[Interpolation]
lsfitsphere()  least squares sphere to data (SergeyB)  assigned.

0000693
:
[Optimization]
polish results of DENSEAUL (SergeyB)  assigned.

0000679
:
[Optimization]
minqpsetscaleauto() (SergeyB)  assigned.

0000685
:
[Linear algebra]
SYMMbased code for dense subspace iteration (SergeyB)  assigned.

0000684
:
[Linear algebra]
Implement RMatrixSYMM/CMatrixHEMM (SergeyB)  assigned.
0 of 5 issue(s) resolved. Progress (0%).
ALGLIB  Near future
====================
0%

0000543
:
[Data analysis]
Statistics: ANOVA and others  new.

0000484
:
[Data analysis]
Decision forest improvements  new.

0000479
:
[General]
KDtrees  improvements  new.

0000597
:
[Linear algebra]
Root polishing for polynomial solver  new.

0000596
:
[Linear algebra]
Matrix balancing for nonsymmetric EVD  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.

0000442
:
[Linear algebra]
Efficiently handle zero elements during triangular/orthogonal factorization  new.

0000417
:
[Linear algebra]
LinLSQR  reorthogonalization  new.

0000418
:
[Interpolation]
RBF  general grids  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]
Largescale memory allocations in C++  new.

0000448
:
[Statistics]
Sample covariation improvements  new.

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]
tsne (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 prescaling (SergeyB)  assigned.

0000645
:
[Statistics]
Compact correlation/covariance (SergeyB)  assigned.

0000567
:
[Optimization]
Refactoring of minLM (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.

0000554
:
[General]
DELPHI version (SergeyB)  assigned.

0000616
:
[Optimization]
Sparsity support for optimizers (SergeyB)  assigned.

0000606
:
[Optimization]
QQP improvements (SergeyB)  assigned.

0000460
:
[Optimization]
MinQP improvements (SergeyB)  assigned.

0000576
:
[General]
Signed NET assemblies (SergeyB)  assigned.

0000640
:
[Linear algebra]
MKLpowered 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 47 issue(s) resolved. Progress (0%).
ALGLIB  Distant future
=======================
0%

0000515
:
[General]
Support for Windows systems with more than 64 processors  new.
0 of 1 issue(s) resolved. Progress (0%).
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