Johannes Gontrum

spacy-api-docker. spaCy REST API, wrapped in a Docker container.

fastapi_jwt_auth_with_aws_cognito. Example code for my Medium article.

proxies-rotator. Rotating IPs for web scraping - it's working again!

aiohttp-scraper. A robust asynchronous web scraping client using aiohttp.

PCFG-EM. Implementation of the em-algorithm for PCFGs (inside-outside-algorithm)

connexion-cookiecutter. Template for building micro service APIs with Connexion, deployed via Docker and running with uWSGI & NGINX.

parseridge. Parseridge: A Transition-based Dependency Parser

Flatfinder. Checks real estate websites periodically for new offers and notifies you via email or Prowl push message

slackbot-uni-potsdam-cafeteria. Code for a bot for Slack that parses the cafeteria menu from the University of Potsdam website and posts it on a channel.

GeoTweetEstimator. Estimating GPS coordinates of tweets based on the text. Presented at NLP4CMC 2015.

SemanticMachineTranslationEvaluation. A proof-of-concept that using FrameNet based semantic to evaluate MT systems can outperform the BLEU score.

PennToPCFG. Learns an unlexicalized PCFG from a Penn Treebank

elmo_from_conll. Scripts to collect ELMo layer outputs for sentences from a CoNLL treebank.

docker-elck. ELK Stack + Cerebro (former 'kopf'-plugin)

cky-parser-optimization. Assignments and materials for the syntactic parsing class at Uppsala University.

jupyter-Word2Vec-Docker. Jupyter Notebook for Word2Vec + NLP running on Docker. Auth via nginx htpasswd.

docker-tensorflow-tutorial. Small introduction to Docker with the example of a Tensorflow use case.

MensaUP-API. An API for the Mensa of the University of Potsdam

cv. Code of my CV website + Docker deployment

CorpusHashtagStatistics. Generates statistics for the hashtag usage in text corpus.

lyrics-scrapy. Crawls lyrics from MetroLyrics.com into Elasticsearch

jgsnippets. Collection of classes and functions I often use.

moodcontrol. Code of our hackathon-winning proof-of-concept. (codeFEST8)

WikipediaImageCrawler. Recursively extracts images that are assigned to a category in Wikipedia.