I'd use a package like Distributions.jl as your example rather than SGD.jl, 
which is really, really rough around the edges.

 -- John

On Jul 10, 2014, at 8:32 AM, Eric Chiang <[email protected]> wrote:

> Yeah I have.
> 
> Beyond just the actual technical requirements, I was wondering more generally 
> about best practices and "quality standards". At this point, I'm just copying 
> the style of one of John Myles White's packages 
> (https://github.com/johnmyleswhite/SGD.jl).
> 
> Eric
> 
> On Tuesday, July 8, 2014 2:00:51 PM UTC-4, Viral Shah wrote:
> Have you seen this section of the manual: 
> http://docs.julialang.org/en/latest/manual/packages/ ?
> 
> -viral
> 
> On Tuesday, July 8, 2014 7:29:03 AM UTC-7, Eric Chiang wrote:
> Hi everybody,
> 
> I wrote a vanilla feedforward neural network package a bit ago and was hoping 
> work to polish it up (with the long term goal of getting it registered with 
> the Julia distribution).
> 
> The package repo can be found here: https://github.com/EricChiang/ANN.jl
> 
> Can anyone provide general tips (or links) regarding standards for package 
> development, particularly for ML models? This includes testing, academic 
> citations, general API construction, etc.
> 
> Thanks!
> Eric
> 

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