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export.fut
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export.fut
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import "lib/github.com/diku-dk/statistics/statistics"
import "lib/github.com/diku-dk/linalg/linalg"
module stats_f32 = mk_statistics f32
module stats_f64 = mk_statistics f64
module linalg_f32 = mk_linalg f32
module linalg_f64 = mk_linalg f64
-- stats
entry mean_f32 = stats_f32.mean
entry mean_f64 = stats_f64.mean
entry gmean_f32 = stats_f32.gmean
entry gmean_f64 = stats_f64.gmean
entry hmean_f32 = stats_f32.hmean
entry hmean_f64 = stats_f64.hmean
entry qmean_f32 = stats_f32.qmean
entry qmean_f64 = stats_f64.qmean
entry variance_f32 = stats_f32.variance
entry variance_f64 = stats_f64.variance
entry stddev_f32 = stats_f32.stddev
entry stddev_f64 = stats_f64.stddev
entry covariance_f32 = stats_f32.covariance
entry covariance_f64 = stats_f64.covariance
entry correlation_f32 = stats_f32.correlation
entry correlation_f64 = stats_f64.correlation
entry variance_pop_f32 = stats_f32.variance_pop
entry variance_pop_f64 = stats_f64.variance_pop
entry stddev_pop_f32 = stats_f32.stddev_pop
entry stddev_pop_f64 = stats_f64.stddev_pop
entry skewness_f32 = stats_f32.skewness
entry skewness_f64 = stats_f64.skewness
entry skewness_adj_f32 = stats_f32.skewness_adj
entry skewness_adj_f64 = stats_f64.skewness_adj
entry kurtosis_f32 = stats_f32.kurtosis
entry kurtosis_f64 = stats_f64.kurtosis
entry kurtosis_excess_f32 = stats_f32.kurtosis_excess
entry kurtosis_excess_f64 = stats_f64.kurtosis_excess
entry regress_f64 = stats_f64.regress
entry regress_f32 = stats_f32.regress
let regress_beta(res) =
let {beta, mu=_} = res
in beta
let regress_mu(res) =
let {beta=_, mu} = res
in mu
entry regress_f64_mu = regress_mu : stats_f64.regression_result -> stats_f64.t
entry regress_f32_mu = regress_mu : stats_f32.regression_result -> stats_f32.t
entry regress_f64_beta = regress_beta : stats_f64.regression_result -> stats_f64.t
entry regress_f32_beta = regress_beta : stats_f32.regression_result -> stats_f32.t
entry compute_beta_f64(xs)(ys) = regress_f64_beta (regress_f64 xs ys)
entry compute_beta_f32(xs)(ys) = regress_f32_beta (regress_f32 xs ys)
-- linalg
entry dotprod_f32 = linalg_f32.dotprod
entry dotprod_f64 = linalg_f64.dotprod
entry cross_f32 = linalg_f32.cross
entry cross_f64 = linalg_f64.cross
entry matmul_f32 = linalg_f32.matmul
entry matmul_f64 = linalg_f64.matmul
entry outer_f32 = linalg_f32.outer
entry outer_f64 = linalg_f64.outer
entry matvecmul_row_f32 = linalg_f32.matvecmul_row
entry matvecmul_row_f64 = linalg_f64.matvecmul_row
entry matvecmul_col_f32 = linalg_f32.matvecmul_col
entry matvecmul_col_f64 = linalg_f64.matvecmul_col
entry kronecker0_f32 = linalg_f32.kronecker'
entry kronecker0_f64 = linalg_f64.kronecker'
entry kronecker_f32 = linalg_f32.kronecker
entry kronecker_f64 = linalg_f64.kronecker
entry inv_f32 = linalg_f32.inv
entry inv_f64 = linalg_f64.inv
entry ols_f32 = linalg_f32.ols
entry ols_f64 = linalg_f64.ols