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Speed and numerical stability improvements

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@T-Flet T-Flet released this 01 Aug 17:42
· 1 commit to master since this release

JIT-compiled some components of linear, periodic and sigmoidal kernels with numba where faster than numpy (between 1.45x and 4.6x); left some benchmarking code.
Improved numerical stability due to the above and the updated package requirements.
Added LIN + C -> LIN kernel simplification provided the offset-including LIN version is used, which is the case by default (i.e. the __USE_LIN_KERNEL_HORIZONTAL_OFFSET flag in config.py is True).