Roadmap.jl
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JuliaStats
A centralized location for planning the direction of JuliaStats
It doesn't seem to be used for any of the roadmap discussion actively taking place.
This outlines a roadmap for basic statistical functionality that Julia needs to offer. It is heavily drawn from the table of contents for MASS. - [ ] Data processing [DataFrames.jl](https://github.com/JuliaStats/DataFrames.jl)...
I'd like to propose a few changes to our Formula/ModelMatrix interface: - Make it possible to generate a model matrix in which observations are columns in addition to the current...
In many models the parameters can be estimated by different methods. For instance a simple Beta(a,b) can be estimated by a method of moment or mle cf [wikipedia](https://en.wikipedia.org/wiki/Beta_distribution#Parameter_estimation). It would...
Following-up on @nalimilan's suggestion in [METADATA.jl/pull/4491](https://github.com/JuliaLang/METADATA.jl/pull/4491), I am opening this issue to discuss an interface design I started implementing in [ParametricModels.jl](https://github.com/BenConnault/ParametricModels.jl). A relevant issue is #4 about a general type...
What is involved in putting a package into JuliaStats? Who has administrative privileges?
Regression (_e.g._ linear regression, logistic regression, poisson regression, etc) is a very important in machine learning. Many problems can be formulated in the form of (regularized) regression. Regression is closely...
The efforts devoted to this line seem to slow down in the past several months. (Regularized) empirical risk minimization standards squarely at the center of machine learning, and there's been...
StatsBase.jl defines a type called `StatisticalModel`. This type (and possibly a few others) should define the interface for a broad class of models in statistics and machine learning. Just as...
About a year ago I was advocating for time type row indices to be supported versus restricting them to `Int`. At that time, the general consensus was that it would...
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A centralized location for planning the direction of JuliaStats