derekgreene

flair

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

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

covid-19-data

Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data

GraphEmbedding

Implementation and experiments of graph embedding algorithms.

awesome-community-detection

A curated list of community detection research papers with implementations.

karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

pyts

A Python package for time series classification

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

h3-js

h3-js provides a JavaScript version of H3, a hexagon-based geospatial indexing system.

s2orc

S2ORC: The Semantic Scholar Open Research Corpus: https://www.aclweb.org/anthology/2020.acl-main.447/

pykg2vec

Python library for knowledge graph embedding and representation learning.

embetter

just a bunch of useful embeddings

textaugment

TextAugment: Text Augmentation Library

stopwords

Default English stopword lists from many different sources

hmni

📛 Fuzzy Name Matching with Machine Learning

Intro-Cultural-Analytics

Introduction to Cultural Analytics & Python, course website and online textbook powered by Jupyter Book

TSInterpret

An Open-Source Library for the interpretability of time series classifiers

OpenEnsembles

Code for ensemble clustering

REGAL

Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings

phrase-bert-topic-model

RolX

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

gnn-community-detection

Graph Neural Networks for Community Detection

bipartiteSBM

A Bayesian model+algorithm for community detection in bipartite networks

wordrank

WordRank: Learning Word Embeddings via Robust Ranking

sml-book-page

Page for the SML book

clustering4docs

Clustering algorithm library. Implemented spherical kmeans

DrBC

DrBC: A novel graph neural network approach to identify high Betweenness Centraliy (BC) nodes ( CIKM'19 )

topic-based_corpus_comparison