What is the difference between HashingTF and CountVectorizer in Spark?
As per the Spark 2.1.0 documentation, Both HashingTF and CountVectorizer can be used to generate the term frequency vectors. HashingTF HashingTF is a Transformer which takes sets of terms and converts those sets into fixed-length feature vectors. In text processing, a “set of terms” might be a bag of words. HashingTF utilizes the hashing trick. A raw feature is mapped into an index (term) by apply
What are advantages of Artificial Neural Networks over Support Vector Machines?
As it currently stands, this question is not a good fit for our Q&A format. We expect answers to be supported by facts, references, or expertise, but this question will likely solicit debate, arguments, polling, or extended discussion. If you feel that this question can be improved and possibly reopened, visit the help center for guidance. ANN (Artificial Neural Networks) and SVM (Support Vector M
Examples of C# 5.0 async/await vs. Akka actors vs. basic fork/join?
Both C# and Scala have adopted frameworks for simplifying doing asynchronous/parallel computation, but in different ways. The latest C# (5.0, still in beta) has decided on an async/await framework (using continuation-passing under the hood, but in an easier-to-use way), while Scala instead uses the concept of "actors", and has recently taken the actors implementation in Akka and incorporated it in
p vs puts in Ruby
Is there any difference between p and puts in Ruby?
Array#each vs. Array#map
hash = { "d" => [11, 22], "f" => [33, 44, 55] } # case 1 hash.map {|k,vs| vs.map {|v| "#{k}:#{v}"}}.join(",") => "d:11,d:22,f:33,f:44,f:55" # case 2 hash.map {|k,vs| vs.each {|v| "#{k}:#{v}"}}.join(",") => "11,22,33,44,55" only difference is case 1 uses vs.map, case 2 uses vs.each. What happened here?
Ruby: Proc#call vs yield
What are the behavioural differences between the following two implementations in Ruby of the thrice method? module WithYield def self.thrice 3.times { yield } # yield to the implicit block argument end end module WithProcCall def self.thrice(&block) # & converts implicit block to an explicit, named Proc 3.times { block.call } # invoke Proc#call end end WithYield::thrice { puts "Hello world" } Wit
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