TimSchopf

KeyphraseVectorizers

Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a document-keyphrase matrix.

job_locator_web_scraper

A web scraper that searches corporate websites for job postings related to specific keywords

Lbl2Vec

Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.

LSTM

Character-based language model with Long Short-Term Memory recurrent neural network, using Numpy only

MediumBlog

Code & Data for the Medium Blog

bag_of_words_meets_bags_of_popcorn

Python Notebook for the Kaggle 'Bag of Words Meets Bags of Popcorn' knowledge competition

K-Adapter

KeyBERT

Minimal keyword extraction with BERT

TimSchopf

timschopf.github.io

Personal Website

undercover_request

Module that returns the requests.Response instance of an url and uses a random proxy and a random user agent for anonymization