Machine Learning Algorithms

LMTrainer

Linear Models Trainer

KMeansTrainer

K-Means Trainer

KNNTrainer

K Nearest Neighbours Trainer

NBTrainer

Naive Bayes Trainer

RFTrainer

Random Forest Trainer

XGBTrainer

Extreme Gradient Boosting Trainer

Helpers

bm_25()

BM25 Matching

Counter()

Calculate count of values in a list or vector

CountVectorizer

Count Vectorizer

dot()

Dot product similarity in vectors

dotmat()

Dot product similarity between a vector and matrix

GridSearchCV

Grid Search CV

kFoldMean()

kFoldMean Calculator

LabelEncoder

Label Encoder

normalise1d()

normalise1d

normalise2d()

normalise2d

RandomSearchCV

Random Search CV

sort_index()

sort_index

smoothMean()

smoothMean Calculator

TfIdfVectorizer

TfIDF(Term Frequency Inverse Document Frequency) Vectorizer

Datasets

cla_train

cla_train

reg_train

reg_train