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Update README.md
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ppalmes committed Apr 7, 2023
1 parent 1b03339 commit ca5e949
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10 changes: 5 additions & 5 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -148,7 +148,7 @@ chkoutlier = Outliernicer(Dict(:dateinterval => Dates.Hour(1))) # normalize ou

- ##### Pipeline to load csv data
```julia
pipexpr = @pipeline csvread
pipexpr = csvread
data = fit_transform!(pipexpr)
first(data,5)

Expand All @@ -165,7 +165,7 @@ first(data,5)

- ##### Pipeline to aggregate and check statistics
```julia
pipexpr = @pipeline csvread |> aggregate |> chkstats
pipexpr = csvread |> aggregate |> chkstats
stats = fit_transform!(pipexpr)

1×26 DataFrame. Omitted printing of 19 columns
Expand All @@ -178,7 +178,7 @@ Note: `fit_transform!` is equivalent to calling in sequence `fit!` and `transfor

- ##### Pipeline to aggregate, impute, and check stats
```julia
pipexpr = @pipeline csvread |> aggregate |> impute |> chkstats
pipexpr = csvread |> aggregate |> impute |> chkstats
stats2 = fit_transform!(pipexpr)

1×26 DataFrame. Omitted printing of 19 columns
Expand All @@ -190,7 +190,7 @@ stats2 = fit_transform!(pipexpr)

- ##### Pipeline to aggregate, impute, and normalize monotonic data
```julia
pipexpr = @pipeline csvread |> aggregate |> impute |> normtonic
pipexpr = csvread |> aggregate |> impute |> normtonic
fit_transform!(pipexpr)

8761×2 DataFrame
Expand Down Expand Up @@ -231,7 +231,7 @@ ts = DataFrame(Date=datets,Value=valuets)
args = Dict(:ahead => 24,:size => 24,:stride => 5)
datemtr = Dateifier(args)
valuemtr = Matrifier(args)
ppl = @pipeline datemtr + valuemtr
ppl = datemtr + valuemtr
dateval = fit_transform!(ppl,ts)
first(dateval,5)

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