libscientific - v1.6.1

Release no 10 of libscientific. :partying_face:

New features

• Portable Python library for windows/linux/osx (x86_64 and arm64). There is no need to install the c library first to load the FFI python library. (pip install libscientific)

Bugfixes

• reduced code duplication
• unit test improvements

Scientific Software - Peer-reviewed - C
Published by gmrandazzo about 2 years ago

libscientific - v1.6.0

Release no 9 of libscientific. :partying_face:

New features

• Model retention by using sqlite3
• Add the library inside the python whl package as a shared object and give the possibility to avoid the installation of the library itself.

Bugfixes

• improved pyproject.toml installation
• documentation update
• unit test improvement for the python package

Scientific Software - Peer-reviewed - C
Published by gmrandazzo about 2 years ago

libscientific - Libscientific v1.5.0

Release no 8 of libscientific. :partying_face:

New features

There is nothing new under the sun.

Bugfixes

• Fixed critical convergence bugs for all multivariate algorithms. Special thanks to @tortorellas!
• Unit test improvement
• Fixed cryptography for random number generator by using xorshift128.
• Adding documentation to tensor and fixing some bloat documentation/code

Scientific Software - Peer-reviewed - C
Published by gmrandazzo almost 3 years ago

libscientific - Libscientific v1.4.1

Release no 7 of libscientific. :partying_face:

New features

There is nothing new under the sun.

Bugfixes

• Improved python bindings quality following pep8 style
• Improved stability
• Unit test improvement
• Revert critical bug introduced with PCAScorePredictor on version 1.4.0. Added new unit tests to avoid such problems.

Scientific Software - Peer-reviewed - C
Published by gmrandazzo about 3 years ago

libscientific - Libscientific v1.4.0

Release no 6 of libscientific.

New features

• Consensus PCA (CPCA)

Bugfixes

• Fixed python bindings
• Removed source of lapack third part library
• Unit test improved

Scientific Software - Peer-reviewed - C
Published by gmrandazzo about 3 years ago

libscientific - Libscientific v1.3.0

Release no 6 of libscientific.

New features

• No new features

Bugfixes

• Fixed bug on YScrambling
• Fixed bug on SVD and Eigen decomposition
• Removed not necessary double pointers
• Fixed some memory leaks
• Unit test improved

Scientific Software - Peer-reviewed - C
Published by gmrandazzo about 3 years ago

libscientific - Libscientific v1.2.7

The fifth release release of libscientific.

New features

• No new features

Bugfixes

• Fixed important bug on LDA model
• Alignment of LDA model validation using the common implementation.

Scientific Software - Peer-reviewed - C
Published by gmrandazzo over 3 years ago

libscientific - Libscientific v1.2.6

The fourth release of libscientific.

New features

• No new features

Bugfixes

• Fixed important bug on kfoldgrouptraintestsplit.

Scientific Software - Peer-reviewed - C
Published by gmrandazzo over 3 years ago

libscientific - Libscientific v1.2.5

The third release of libscientific.

New features

• New python bindings methods for matrix calculations
• Code readability improvement

Bugfixes

• Documentation moved to readthedocs.io. This close issues 2 and 3. Thank you to @eriol and @Beliavsky for the advices.
• Minor bug fixes on epls method.

Scientific Software - Peer-reviewed - C
Published by gmrandazzo over 3 years ago

libscientific - Libscientific "Quarks"

Second release of libscientific

New features - Python bindings - Possibility to use the system lapack library - Add support to handle handle missing values in matrix/vectors for PCA/PLS and other methods.

Bugfixes

- Add SONAME and Version control in CMAKE
- Documentation
- Readme
- Fixed the thread-safe random double generator
- Fixed important bug in MT_MatrixDVectorDotProduct
- Other minor bug fixes

Scientific Software - Peer-reviewed - C
Published by gmrandazzo almost 4 years ago

libscientific - Libscientific "Big Bang!"

This is the first release!

In this release: - Fixed a memory bug in PLS algorithm - Added PLS Discriminant Analyisis algorithm with binary tests (roc and precision-recall curves) - Added generic model validation methods (KFold, Bootstrap, Leave One Out, Leave One group Out) - Added Ensemble Partial Least Squares Regression and Discriminant Analysis using Boosting and Random Subspace Method

Scientific Software - Peer-reviewed - C
Published by gmrandazzo almost 8 years ago