ckingdev

fgsdmm

A state of the art Dirichlet-multinomial mixture model for short text topic modelling/clustering.

nrank

A collection of PageRank variations and extensions.

bicm

Bipartite Configuration Model for Python

BiNE

BiNE: Bipartite Network Embedding

cofactor

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

distributions

Low-level primitives for collapsed Gibbs sampling in python and C++

dotfiles

ekphrasis

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting hashtags) and spell correction, using word statistics from 2 big corpora (english Wikipedia, twitter - 330mil english tweets).

GDL

Python implementation of graph degree linkage clustering

gendir

An implementation of the generalized Dirichlet distribution in golang.

go-probably

Probabilistic Data Structures for Go

gosolve.v2

graphprop

Graph propagation implementation in golang for the semi-supervised induction of sentiment polarity lexicons.

gsdmm

GSDMM: Short text clustering

hgfc

A Python implementation of Hierarchical Graph Factorization Clustering using scipy.sparse matrices.

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

maimai.v3

online-hdp

Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics.

public-data-sets

pysparnn

Approximate Nearest Neighbor Search for Sparse Data in Python!

reddit-10-year-data

Data from the last ten years of reddit

rlabel

Annotations, labels, etc for reddit machine learning work.

sayit-data

data with similar subreddits graph

sHDP

Nonparametric Topic Modeling with Word Vectors

sherlock

Extract user info from their reddit comments and activity.

sklearn-diffmap

A scikit-learn compatible diffusion map implementation.

sortedcounter

A Counter like the collections class but with sorted keys (thanks to sortedcontainer)

sparseutil

A collection of utilities/helpers for working with sparse matrices.

theilsen

A package for calculating the Theil-Sen estimator- a robust linear regression technique for 2-dimensional data.

UnsupervisedHypernymy

Data and code for the experiments in: "Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection". Vered Shwartz, Enrico Santus and Dominik Schlechtweg. EACL 2017.