Shogun 6.1.0
vigsterkr
released this
28 Nov 22:34
·
1423 commits
to develop
since this release
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This release is dedicated for Heiko's successful PhD defense!
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Add conda-forge packages, to get prebuilt binaries via the cross-platform conda package manager [Dougal Sutherland]
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Change interface cmake variables to INTERFACE_*
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Move GPL code to gpl submodule [Heiko Strathmann]
Features
- Enable using BLAS/LAPACK from Eigen by default [Viktor Gal]
- Add iterators to SGVector and SGMatrix [Viktor Gal]
- Significantly lower the runtime of KernelPCA (GSoC '17) [Michele Mazzoni]
- Refactor FisherLDA and LDA solvers (GSoC '17) [Michele Mazzoni]
- Add automated test for trained model serialization (GSoC '17) [Michele Mazzoni]
- Enable SWIG director classes by default [Viktor Gal]
- Vectorize DotFeatures covariance/mean calculation [Michele Mazzoni]
- Support for premature stopping of model training (GSoC '17) [Giovanni De Toni]
- Add support for observable variables (GSoC '17) [Giovanni De Toni]
- Use TFLogger to serialize observed variables for TensorBoard (GSoC '17) [Giovanni De Toni]
- Drop CMath::dot and SGVector::dot and use linalg::dot [Viktor Gal]
- Added class probabilities for BaggingMachine (GSoC '17) [Olivier Nguyen]
Bugfixes
- Fix transpose bug in Ruby typemap for matrices [Elias Saalmann]
- Fix MKL detection and linking; use mkl_rt when available [Viktor Gal]
- Fix Windows static linking [Viktor Gal]
- Fix SWIG interface compilation on Windows [qcrist]
- Fix CircularBuffer bug that broke parsing of big CSV and LibSVM files #1991 [Viktor Gal]
- Fix R interface when using clang to compile the interface [Viktor Gal]