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# # Integrating Agents.jl with CellListMap.jl

# ```@raw html
# <video width="auto" controls autoplay loop>
# <source src="../celllistmap.mp4" type="video/mp4">
# </video>
# ```

# This example illustrates how to integrate Agents.jl with
# [CellListMap.jl](https:://github.com/m3g/CellListMap.jl), to accelerate the

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julia> function min_max(xs::AbstractVector, n::Int)
           nmin = fill(typemax(Int), n)
           nmin_xmax, nmin_imax = nmin[1], 1 
           nmax = fill(typemin(Int), n)
           nmax_xmin, nmax_imin = nmax[1], 1
           for val in xs
               if val < nmin_xmax
                   nmin[nmin_imax] = val
                   nmin_xmax, nmin_imax = findmax(nmin)
               end

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struct OneHotCode{T} <: AbstractVector{T}
    i::T
    length::T
end

Base.getindex(o::OneHotCode,i) = i == o.i ? 1 : 0

Base.size(o::OneHotCode) = (o.length,)

Base.length(o::OneHotCode) = o.length

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import seaborn; seaborn.set_style('whitegrid')
import time
import scipy
import numpy as np

from numba import njit
from numba import prange
from sklearn.datasets import fetch_covtype

digits_data = fetch_covtype()