SHOGUN v1.0 Release Notes
Release Date: 2017-11-28 // over 6 years ago-
🚀 This release is dedicated for Heiko's successful PhD defense!
➕ Add conda-forge packages, to get prebuilt binaries via the cross-platform conda package manager [Dougal Sutherland]
Change interface cmake variables to INTERFACE_*
🚚 Move GPL code to gpl submodule [Heiko Strathmann]
🔋 Features
- 0️⃣ 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]
- 0️⃣ 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]