Earlier quoted context omitted.
My only fleeting experience with Julia is in a Numerical Analysis Course three years ago... but it has 1-indexed arrays so its good for scaring away all people who are programmers before analysts/scientists! Really though, I think it has a better type system and a syntax that translates easier to mathematical expressions. Other than that, Python's breadth of packages will be hard to overcome.
I know it is not the default, but this package has no overhead over the default arrays according to recent benchmarks, and provides 0-indexed arrays: https://github.com/JuliaArrays/OffsetArrays.jl I confess, not being the default is a big thing. I've definitely had times where I thought "this would be easier with 0 indexed arrays", but it can then be harder to commit to adding a dependency and making that change vs j…
Julia v1.0 has been released
61–63 of 63 posts
Re: Julia v1.0 has been released
#62Earlier quoted context omitted.
Last time I tried to move all my stuff to Julia I ran into issues with the data frame equivalent package. It seemed the devs and community were in debate as to whether Julia and the dataframe should be more pure numerical focused a la matlab or python/pandas and appropriate for data analysis. As such null values were handled weird or not supported, which made it practically useless for all of my use cases. I’d love t…
Actually 0.7 made a big step in resolving these issues: https://julialang.org/blog/2018/06/missing
Re: Julia v1.0 has been released
#63Earlier quoted context omitted.
If there were pandas, sklearm and Keras equivalents (don’t even need feature compleye, just mostly there) I would abandon python literally today.
- pandas :: your choice of DataFrames or JuliaDB - scikitlearn :: no single package since skl is a meta-package of sorts, but most of the stuff is there spread across the eco-system - Keras :: checkout Flux or Mocha Welcome to Julia! Also take a look here [1] for more package that might be to your interest. [1] https://github.com/svaksha/Julia.jl/blob/e305195ab60e6859e78...