severinsimmler

chaine

Linear-chain conditional random fields (CRF) for natural language processing

shylo

A Shiny GUI for Stylo

mure

Perform multiple HTTP requests in parallel – without writing boilerplate code or worrying about async functions.

figur

Figurenerkennung for German literary texts

word-embeddings

A collection of code for embedding text in a multi-dimensional space.

classification

faktotum

Extract and disambiguate named entities

forpus

Forpus is a Python library for processing plain text corpora to various corpus formats.

hcrf

A hidden conditional random field (HCRF) implementation in Python

plainhtml

Extract plain text from HTML

aiohttp

Asynchronous HTTP client/server framework for asyncio and Python

annotation

bokeh

Interactive Web Plotting for Python

dataset

deutschland

Die wichtigsten APIs Deutschlands in einem Python Paket.

discodb

An efficient, immutable, persistent mapping object

econsa

Uncertainty propagation and global sensitivity analysis for computational economic models

figur-dev

WORK IN PROGRESS

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

Mallet

MALLET is a Java-based package for statistical natural language processing, document classification, clustering, topic modeling, information extraction, and other machine learning applications to text.

onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

political-sociology

Political sociology notes.

project

A generic Python project template.

pyhacrf

:triangular_ruler: Hidden alignment conditional random field for classifying string pairs.

setup.py

📦 A Human's Ultimate Guide to setup.py.

severinsimmler.github.io

simila

The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

usability-survey

Code for usability evalutaion.