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There is a standard meaning for the Gamma function applied to a square matrix (see https://arxiv.org/abs/1806.10554), which is not the Gamma function applied componentwise, like the current behavior o…
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The exponential function accepts a square matrix as an argument , sin and log don't
A matrix can be the argument of any power series
It will converge when all of the eigenvalues are inside the disc …
ghost updated
5 years ago
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Time scaling is currently giving great results, showing a gain of about 40% in computation time, but the way in which we are tuning the scaling parameter `T` is not general. It would be nice to design…
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Univariate continuous:
- [ ] Ordered logistic
- [ ] Skew normal
- [ ] Exponentially-modified normal distribution
- [ ] Double exponential
- [ ] Logistic
- [ ] Gumbel
- [ ] Chi-square
- [ ] W…
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### Description
This RFC proposes implement large number of probability distributions. The purpose of this issue is to serve as a tracking issue for implement large number of probability distributi…
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The phase-type matrix has a large number of symmetries (it is Toeplitz block tridiagonal). This should produce a much easier means of computing the matrix exponential.
Benchmark and optimise. How m…
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For those asking questions about splitting data. Here is what I believe is a suitable method for splitting time-sorted interactions held in ```df``` as user-item interactions with implicit strength an…
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https://github.com/JuliaReach/MathematicalSystems.jl/pull/122#issuecomment-570776436
The current implementation #122 of the exact discretization of an affine system does throw an error if the state…
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# gpu acceleration
Implement functionalities to Speed up the calculation
## Task1 : matrix diagonalization
Accelerate the matrix diagonlization and have a single test file that :
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