Sebastenhauer

ChatterBot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

texthero

Text preprocessing, representation and visualization from zero to hero.

scattertext

Beautiful visualizations of how language differs among document types.

longformer

Longformer: The Long-Document Transformer

FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

cryptos

Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes

finBERT

Financial Sentiment Analysis with BERT

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

scitldr

clinicalBERT

repository for Publicly Available Clinical BERT Embeddings

xtreme

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.

holmes-extractor

Information extraction from English and German texts based on predicate logic

personal_data_science_projects

text-summarizer

Understand Text Summarization and create your own summarizer in python

nlp_profiler

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

LNPBPs

LNP/BP standards for bitcoin layer 2 & 3 protocols

python-knowledge-graph

A Python implementation of a basic Knowledge Graph

bitcoinVend

Offline bitcoin vending machine

10kGNAD

Ten Thousand German News Articles Dataset for Topic Classification

Intelligent_Document_Finder

Document Search Engine Tool

lnbook

Mastering the Lightning Network (LN)

Generate_True_or_False_OpenAI_GPT2_Sentence_BERT

Generate True or False questions from any content with OpenAI GPT2 text generation, Sentence-BERT semantic search and Berkley constituency parser.

Topic-Modeling

Company-Name-Extraction

KONVENS2019_and_LREC2020

Code for our GermEval@KONVENS 2019 and TRAC@LREC 2020 papers on Offensive Language Identification using BERT

eaternity-api

The repository for the Eaternity REST API Documentation.

lightning-rfc

Lightning Network Specifications

nlp-nonsense

Sentence-level nonsense detector