sosuts | Sosuke

Thank you for your reply :) At least I can implement the algorithm with a specific distribution, but I don’t know how to make it work with an arbitrary distributions...

Hi again, I'm now trying to integrate my code to this package. BTW, I'm not sure what you mean by responsibilities of each observations.

Thank you. I have another question. I was thinking that we scale ```β``` with ```c``` calculated from ```α```. https://github.com/maxmouchet/HMMBase.jl/blob/f9928525d55e06321c8b22ffcb6c179c09fc52d1/src/messages.jl#L56-L67 Do I need to calculate another ```c``` in ```β```?

Sorry for asking many questions! Why do we have to subtract ```m``` from loglikelihood? https://github.com/maxmouchet/HMMBase.jl/blob/2ebf644152de2f2af6d23995601c6faf7b3bce8d/src/mle.jl#L39-L43 https://github.com/maxmouchet/HMMBase.jl/blob/2ebf644152de2f2af6d23995601c6faf7b3bce8d/src/messages.jl#L103-L123

I restarted to write a code for multiple observations. I think I can send PR soon. - [x] rand - [x] likelihoods - [x] forward - [x] backward - [x]...

Hi. I changed my codes to adapt to your new api. I implemented some new functions assuming 2 situations; 1. multiple observations with same length 2. multiple observations with different(random)...

I opened it. Thank you as always! Edit: I forgot to consider about the tests. Should I change the tests, or should I close the PR and change the codes?

Thanks to your original code! I'll try fixing things step by step.

> I do not have the time anymore to review complex PRs to HMMBase, but if anyone feels like taking over maintenance for this repository, or promoting a fork with...

Maybe just add these constructors? ```julia using LinearAlgebra function Bidiagonal{T,V}(A::AbstractMatrix) where {T,V