Gensim Python Packages

gensim

Topic Modelling for Humans

sense2vec

🦆 Contextually-keyed word vectors

concise-concepts

This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with entity confidence scores!

aovec

Easy aozorabunko Word2Vec Builder - 青空文庫全書籍のWord2Vecビルダー+構築済みモデル

log-anomaly-detector

Log Anomaly Detection - Machine learning to detect abnormal events logs

srsparser

📑 Semi-structured documents parser using Python and NLP algorithms

pyresearchinsights

End-to-end tool for scientific literature analysis

word-mover-distance

Compute Word Mover's Distance using any type of Word Embedding model

topicblob

Text to Topics

centroid-summarizer

Extractive text summarization using centroid distance

pelican-similar-posts

Pelican plugin to add similar posts to articles, based on a vector space model

shallowlearn

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

pyelit

Extraction of Locations and Issues of a Text

signs

Signs Text Processing for Deep Learning

seaqube

Semantic Quality Benchmark for Word Embeddings, i.e. Natural Language Models in Python. Acronym `SeaQuBe` or `seaqube`.

sptm

Sentence Topic Prediction using Topic Modeling

cusim

cusim

choto

A CLI tool that summarizes news and articles.

robics

Automatic detection of robust parametrizations for LDA and NMF. Compatible with scikit-learn and gensim.