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Scientific Computation
and Data Visualization
in Ruby
Sameer Deshmukh
github.com/v0dro
@v0dro
Ruby
Science
Foundation
www.sciruby.com
@sciruby
@sciruby
iruby notebook
Browser based Ruby REPL
for interactive computing.
Runs in your
browser
Input cell – accepts
Ruby code
Output cell – can
render HTML/CSS/JS
nmatrix
n-dimensional array object.
Interface Ruby with
high speed C libraries.
require 'nmatrix'
n = NMatrix.new(
[2,2],
[1,2,3,4],
dtype: :float32,
stype: :dense
)
n[0,1] # => 2.0
Data Types
:int8 :float32
:int16 :float64
:int32 :complex64
:int64 :complex128
Storage types
Dense Dense matrix.
List Sparse matrix type storing data as a
linked list.
Yale Sparse type storing data in the 'New
Yale' format.
NMatrix C API
nmatrix
nmatrix-
atlas
nmatrix-
lapacke
nmatrix-
fftw
gsl
nmatrix is coming to jruby!
nyaplot
interactive plotting
tool for Rubyists.
interactive
HTML and JavaScript plots
that can be displayed in your
browser.
Mapnya
Nyaplot3D
Bionya
Map visualizations with inbuilt country charts.
Three Dimensional interactive plots.
Biology plots for visualizing relationships of genes.
gnuplotrb
Ruby wrapper over GNU Plot.
Convieniently exposes all GNU Plot
functions through Ruby.
require 'gnuplotrb'
plot = GnuplotRB::Plot.new(
[
[1,2.5,1.5,4],
with: 'linespoints'
]
)
require 'gnuplotrb'
plot = GnuplotRB::Plot.new(
[
[1,2.5,1.5,4],
with: 'linespoints'
],
[
[2,3,4.3,3],
with: 'lines'
]
)
statsample
daru
(Data Analysis in RUby)
daru ==
(Hindi)
दा
library for
analysis, cleaning, manipulation and
visualization
of data.
Read/write many data sources
Ephemeral statistics functions
Works well with 'wild' data
Data indexing
Acts as glue between other
SciRuby libraries.
Daru::Vector
Heterogenous Array that can be indexed on any
Ruby object.
Name
Label(0)
Label(1)
Label(2)
...
Label(n-1)
Daru::DataFrame
2D spreadsheet like data structure indexed by
rows or columns.
Col0
Label(0)
Label(1)
Label(2)
...
Label(n-1)
Col1 Col2 Col(n-1)
....
Thank You
Twitter: @v0dro
GitHub: @v0dro
Any questions?

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