Repositories list

• acdmammoths.github.io

  Public
  Website for the Amherst College Data* Mammoths Research and Learning Group

  datascienceknowledge-discoverymachinelearning+ 3dataminingcomputersciencecomputerscienceeducation

  SCSS

  •

  Apache License 2.0

  •0•0•0•0•Updated Oct 4, 2024Oct 4, 2024

• alice

  Public
  MCMC algorithms to sample random bipartite graphs with given left and right degree sequences and BJDM.

  data-sciencedata-miningknowledge-discovery+ 7data-mining-algorithmshypothesis-testingpattern-miningrandom-network-generatormonte-carlo-markov-chainnull-modelsknowledge-discovery-from-data

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •0•1•0•0•Updated Oct 4, 2024Oct 4, 2024

• ROhAN-code

  Public
  ROhAN: Row-Order Agnostic Null Models for Statistically-sound Knowledge Discovery

  data-sciencedata-miningmarkov-chain+ 6knowledge-discoverykdddata-mining-algorithmsmarkov-chain-monte-carlopattern-miningknowledge-discovery-from-data

  Java

  •

  GNU General Public License v3.0

  •1•0•0•0•Updated Sep 19, 2024Sep 19, 2024

• Bavarian-code

  Public
  Code for the paper "Bavarian: Betweenness Centrality Approximation with Variance-Aware Rademacher Averages", by Chloe Wohlgemuth, Cyrus Cousins, and Matteo Riondato, appearing in ACM KDD'21 and ACM TKDD'23

  betweennessrademacherbetweenness-centrality+ 6centralityrandomized-algorithmsrademacher-complexitycentrality-metricsrandom-samplingcentrality-measures

  C++

  •

  Apache License 2.0

  •1•0•0•0•Updated Mar 7, 2023Mar 7, 2023

• SPEck-code

  Public
  Code for the paper "SPEck: Mining Statistically-significant Sequential Patterns Efficiently with Exact Sampling", by Steedman Jenkins, Stefan Walzer-Goldfeld, and Matteo Riondato, appearing in the Data Mining and Knowledge Discovery Special Issue for ECML PKDD'22.

  knowledge-discoverykdddatamining+ 2datamining-algorithmsjava

  Java

  •

  GNU General Public License v3.0

  •1•1•0•0•Updated Dec 6, 2022Dec 6, 2022

• accsthesis

  Public
  Amherst College Computer Science Honors Thesis LaTeX template

  TeX

  •

  Apache License 2.0

  •0•0•0•0•Updated Nov 11, 2022Nov 11, 2022

• datasetgenerator

  Public
  A porting to modern g++ and C+11 of the IBM Quest dataset generator

  dataminingpattern-miningdatamining-algorithms

  C

  •

  Apache License 2.0

  •4•2•1•0•Updated Mar 7, 2022Mar 7, 2022

• parallelcubesampling

  Public
  Implementations of the parallel and sequential cube sampling algorithms presented in the paper "A Scalable Parallel Algorithm for Balanced Sampling" (Alexander Lee, Stefan Walzer-Goldfeld, Shukry Zablah, Matteo Riondato, AAAI'22 Student Abstract).

  samplingsampling-methodsparallel-algorithms+ 2balanced-samplingcubesampling

  Python

  •

  Apache License 2.0

  •1•2•0•0•Updated Nov 18, 2021Nov 18, 2021

• .github

  Public
  Special repo.

  Apache License 2.0

  •0•0•0•0•Updated Sep 21, 2021Sep 21, 2021

• Intellij-Hadoop

  Public
  Run Hadoop program using Intellij

  Java

  •22•0•0•0•Updated Apr 13, 2021Apr 13, 2021