Esenin python

Python wrapper for json requests to esenin-server.

Installation

pip install esenin

Usage

from esenin import Client

nlp = Client(ip="127.0.0.1", port="9000")

print(nlp.get_pos("Мама мыла раму."))

id = nlp.fit_topics([["Мама", "мыла", "раму"], ["Мама", "мыла", "окно"], ["Мама", "мыла", "пол"]])
print(nlp.get_topics(id["id"], "Мама"))

Functions

.get_pos(string)

Takes arbitrary russian text and returns Part Of Speech tags.

See esenin-server for example of request and response.

.fit_topics(list of lists of string, int)

Takes list of documents, where document is a list of terms, and number of topics. Trains topic modeling algorithm with given terms and number of topics.

Returns the id of trained model, it's used in get_topics function.

See esenin-server for example of request and response.

.get_topics(id, string)

Takes id of trained topic model and a term. Returns probabilities of a term to be in each topic.

See esenin-server for example of request and response.