zero-one.geni.ml — zero.one/geni 0.0.2

aft-survival-regression clj

(aft-survival-regression params)

als clj

(als params)

alternating-least-squares clj

binariser clj

(binariser params)

binarizer clj

binary-classification-evaluator clj

(binary-classification-evaluator params)

bisecting-k-means clj

(bisecting-k-means params)

bucketed-random-projection-lsh clj

(bucketed-random-projection-lsh params)

bucketiser clj

(bucketiser params)

bucketizer clj

chi-square-test clj

(chi-square-test dataframe features-col label-col)

cluster-centers clj

(cluster-centers model)

clustering-evaluator clj

(clustering-evaluator params)

corr clj

(corr dataframe col-name)

count-vectoriser clj

(count-vectoriser params)

count-vectorizer clj

cross-validator clj

(cross-validator {:keys [estimator evaluator estimator-param-maps num-folds seed
                         parallelism]})

dct clj

decision-tree-classifier clj

(decision-tree-classifier params)

decision-tree-regressor clj

(decision-tree-regressor params)

discrete-cosine-transform clj

(discrete-cosine-transform params)

elementwise-product clj

(elementwise-product params)

evaluate clj

(evaluate dataframe evaluator)

feature-hasher clj

(feature-hasher params)

fit clj

(fit dataframe estimator)

fp-growth clj

(fp-growth params)

frequent-pattern-growth clj

gaussian-mixture clj

(gaussian-mixture params)

gbt-classifier clj

(gbt-classifier params)

gbt-regressor clj

(gbt-regressor params)

generalised-linear-regression clj

(generalised-linear-regression params)

generalized-linear-regression clj

glm clj

gmm clj

hashing-tf clj

(hashing-tf params)

idf clj

(idf params)

imputer clj

(imputer params)

index-to-string clj

(index-to-string params)

interaction clj

(interaction params)

isotonic-regression clj

(isotonic-regression params)

k-means clj

(k-means params)

latent-dirichlet-allocation clj

lda clj

(lda params)

linear-regression clj

(linear-regression params)

linear-svc clj

(linear-svc params)

logistic-regression clj

(logistic-regression params)

max-abs-scaler clj

(max-abs-scaler params)

min-hash-lsh clj

(min-hash-lsh params)

min-max-scaler clj

(min-max-scaler params)

mlp-classifier clj

(mlp-classifier params)

multiclass-classification-evaluator clj

(multiclass-classification-evaluator params)

multilayer-perceptron-classifier clj

n-gram clj

(n-gram params)

naive-bayes clj

(naive-bayes params)

normaliser clj

(normaliser params)

normalizer clj

one-hot-encoder clj

(one-hot-encoder params)

one-hot-encoder-estimator clj

one-vs-rest clj

(one-vs-rest params)

param-grid clj

(param-grid grids)

params clj

(params stage)

pca clj

(pca params)

pipeline clj

(pipeline & stages)

polynomial-expansion clj

(polynomial-expansion params)

prefix-span clj

(prefix-span params)

quantile-discretiser clj

(quantile-discretiser params)

quantile-discretizer clj

random-forest-classifier clj

(random-forest-classifier params)

random-forest-regressor clj

(random-forest-regressor params)

recommend-for-all-items clj

(recommend-for-all-items model num-users)

recommend-for-all-users clj

(recommend-for-all-users model num-items)

recommend-for-item-subset clj

(recommend-for-item-subset model items-df num-users)

recommend-for-user-subset clj

(recommend-for-user-subset model users-df num-items)

recommend-items clj

(recommend-items model num-items)

(recommend-items model users-df num-items)

recommend-users clj

(recommend-users model num-users)

(recommend-users model items-df num-users)

regression-evaluator clj

(regression-evaluator params)

sql-transformer clj

(sql-transformer params)

standard-scaler clj

(standard-scaler params)

string-indexer clj

(string-indexer params)

tokeniser clj

(tokeniser params)

tokenizer clj

train-validation-split clj

(train-validation-split {:keys [estimator evaluator estimator-param-maps seed
                                parallelism]})

transform clj

(transform dataframe transformer)

vector-assembler clj

(vector-assembler params)

vector-indexer clj

(vector-indexer params)

vector-size-hint clj

(vector-size-hint params)

word2vec clj

(word2vec params)

write-stage! clj

(write-stage! model path)