Index

A

abs() (in module dataframe.functions) acos() (in module dataframe.functions) any() (in module dataframe.functions)

asin() (in module dataframe.functions) atan() (in module dataframe.functions) ATEestimator() (in module dataframe.statistics) avg() (in module dataframe.functions)

B

boot_strap() (in module dataframe.statistics)

Bucketizer (class in dataframe.features)

C

CaliperMatching (class in dataframe.match) CausalForest (class in dataframe.uplift) CausalTree (class in dataframe.uplift) cbrt() (in module dataframe.functions) ceil() (in module dataframe.functions) corr() (in module dataframe.functions)

cos() (in module dataframe.functions) cosineDistance() (in module dataframe.functions) cosineSimilarity() (in module dataframe.functions) count() (in module dataframe.functions) covarPop() (in module dataframe.functions) covarSamp() (in module dataframe.functions)

D

DataFrame (class in dataframe.dataframe) dataframe.features module dataframe.functions module dataframe.match module dataframe.regression module

dataframe.statistics module dataframe.uplift module delta_method() (in module dataframe.statistics) desc() (in module dataframe.functions) describe() (dataframe.dataframe.DataFrame method) DID (class in dataframe.regression) drop() (dataframe.dataframe.DataFrame method)

E

e() (in module dataframe.functions) effect() (dataframe.uplift.CausalForest method) (dataframe.uplift.CausalTree method) erf() (in module dataframe.functions)

erfc() (in module dataframe.functions) exp() (in module dataframe.functions) exp10() (in module dataframe.functions) exp2() (in module dataframe.functions)

F

filter() (dataframe.dataframe.DataFrame method) first() (dataframe.dataframe.DataFrame method) fit() (dataframe.features.Bucketizer method) (dataframe.match.CaliperMatching method) (dataframe.regression.IV method) (dataframe.uplift.CausalForest method)

floor() (in module dataframe.functions)

G

gcd() (in module dataframe.functions)

get_lift_gain() (in module dataframe.uplift) groupBy() (dataframe.dataframe.DataFrame method)

H

head() (dataframe.dataframe.DataFrame method)

hte_plot() (in module dataframe.uplift)

I

If() (in module dataframe.functions) intExp10() (in module dataframe.functions) intExp2() (in module dataframe.functions)

IPWestimator() (in module dataframe.statistics) isnotnull() (in module dataframe.functions) isnull() (in module dataframe.functions) IV (class in dataframe.regression)

K

kolmogorov_smirnov_test() (in module dataframe.statistics)

L

L1Distance() (in module dataframe.functions) L1Norm() (in module dataframe.functions) L1Normalize() (in module dataframe.functions) L2Distance() (in module dataframe.functions) L2Norm() (in module dataframe.functions) L2Normalize() (in module dataframe.functions) L2SquaredDistance() (in module dataframe.functions) lcm() (in module dataframe.functions) lgamma() (in module dataframe.functions) LinfDistance() (in module dataframe.functions)

LinfNorm() (in module dataframe.functions) LinfNormalize() (in module dataframe.functions) lit() (in module dataframe.functions) ln() (in module dataframe.functions) log() (in module dataframe.functions) log10() (in module dataframe.functions) log2() (in module dataframe.functions) Logistic (class in dataframe.regression) LpDistance() (in module dataframe.functions) LpNorm() (in module dataframe.functions) LpNormalize() (in module dataframe.functions)

M

mann_whitney_utest() (in module dataframe.statistics) matching_plot() (in module dataframe.match) matrix_multiplication() (in module dataframe.statistics) max() (in module dataframe.functions) mean() (in module dataframe.functions) mean_z_test() (in module dataframe.statistics) min() (in module dataframe.functions) mod() (in module dataframe.functions)

module dataframe.features dataframe.functions dataframe.match dataframe.regression dataframe.statistics dataframe.uplift murmur_hash3_32() (in module dataframe.functions) murmur_hash3_64() (in module dataframe.functions)

O

Ols (class in dataframe.regression)

OneHotEncoder (class in dataframe.features) orderBy() (dataframe.dataframe.DataFrame method)

P

permutation() (in module dataframe.statistics) pi() (in module dataframe.functions)

pow() (in module dataframe.functions) power() (in module dataframe.functions) printSchema() (dataframe.dataframe.DataFrame method)

Q

quantile() (in module dataframe.functions)

R

rand() (in module dataframe.functions) readClickHouse() (in module dataframe) readCsv() (in module dataframe)

readSparkDf() (in module dataframe) readStarRocks() (in module dataframe) round() (in module dataframe.functions)

S

sample() (dataframe.dataframe.DataFrame method) select() (dataframe.dataframe.DataFrame method) show() (dataframe.dataframe.DataFrame method) sin() (in module dataframe.functions) smd() (in module dataframe.match) split() (dataframe.dataframe.DataFrame method) sqrt() (in module dataframe.functions)

srm() (in module dataframe.statistics) stddevPop() (in module dataframe.functions) stddevSamp() (in module dataframe.functions) StochasticLinearRegression (class in dataframe.regression) StochasticLogisticRegression (class in dataframe.regression) student_ttest() (in module dataframe.statistics) sum() (in module dataframe.functions) summary() (dataframe.regression.IV method)

T

take() (dataframe.dataframe.DataFrame method) tan() (in module dataframe.functions) tgamma() (in module dataframe.functions) toClickHouse() (dataframe.dataframe.DataFrame method) toCsv() (dataframe.DataFrame method) (dataframe.dataframe.DataFrame method)

toPandas() (dataframe.dataframe.DataFrame method) toSparkDf() (dataframe.DataFrame method) (dataframe.dataframe.DataFrame method) toTdw() (dataframe.dataframe.DataFrame method) ttest_1samp() (in module dataframe.statistics) ttest_2samp() (in module dataframe.statistics)

U

union() (dataframe.dataframe.DataFrame method)

V

varPop() (in module dataframe.functions)

varSamp() (in module dataframe.functions)

W

welch_ttest() (in module dataframe.statistics) where() (dataframe.dataframe.DataFrame method)

withColumn() (dataframe.dataframe.DataFrame method) withColumnRenamed() (dataframe.dataframe.DataFrame method) Wls (class in dataframe.regression)

X

xexpt_ttest_2samp() (in module dataframe.statistics)