nmonath Goto Github PK

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

concept_discovery

coref

coref-tf

coref_tools

covertree

Cover Tree implementation in C++ for k-Nearest Neighbours and range search

data_fusion

Data Fusion Using Source Trustworthiness Project

entity-resolution

evcf

Enhancing VAEs for Collaborative Filtering: Flexible Priors & Gating Mechanisms

factorie

FACTORIE is a toolkit for deployable probabilistic modeling, implemented as a software library in Scala. It provides its users with a succinct language for creating relational factor graphs, estimating parameters and performing inference.

fastlvm

Fast and scalable inference for various Latent Variable Models

feature_models

graph2gauss

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

graphgrove

A framework for building (and incrementally growing) graph-based data structures used in hierarchical or DAG-structured clustering and nearest neighbor search

highlight_mentions

hyperbolic_hierarchical_clustering

Code for: Gradient-based Hierarchical Clustering using Continuous Representations of Trees in Hyperbolic Space. Nicholas Monath, Manzil Zaheer, Daniel Silva, Andrew McCallum, Amr Ahmed. KDD 2019.

kdcovid

Knowledge Discovery for COVID19: Search the full text of CORD19 research papers on COVID 19

lrec2020-coref

Code and data to support Bamman et al. (2020), "A Dataset of Literary Coreference" (LREC)

minerva

Meandering In Networks of Entities to Reach Verisimilar Answers

mysqldump-to-csv-tsv

A quickly-hacked-together Python script to turn mysqldump files to CSV files. Optimized for Wikipedia database dumps.

nickname-and-diminutive-names-lookup

A CSV file that containing US given names (first name) and their associated nicknames or diminutive names.

nlpproject

Repository for our Final Project

nmonath.github.io

notears

DAGs with NO TEARS: Continuous Optimization for Structure Learning

oldstuff

ontonotes

Part Analysis

patent-classification

Implementation of "Optimizing neural networks for patent classification" paper

pot

Python Optimal Transport library

prob-cbr

pyhacrf

Hidden alignment conditional random field for classifying string pairs.