Networks Learning

Repositories

• disease-control

  Code and data for "Stochastic Optimal Control of Epidemic Processes in Networks", ML4H at NeurIPS 2018

  machine-learning control networks point-processes disease-control
  Jupyter Notebook 3 8 0 0 Updated Nov 27, 2020

• spaced-selection

  Code and real data for "Large-scale randomized experiment reveals machine learning helps people learn and remember more effectively", arXiv:2010.04430.

  memory spaced-repetition arxiv hlr spaced-repetition-algorithm hlr-model
  Jupyter Notebook 3 2 0 0 Updated Oct 22, 2020

• strategic-decisions

  Code and data for decision making under strategic behavior

  decision-making incentives explainable-ai explainable-ml counterfactual-explanations strategic-ml
  Jupyter Notebook 1 7 0 0 Updated Oct 22, 2020

• stackexchange-dump-to-postgres

  Python scripts to import StackExchange data dump into Postgres DB.

  python postgres database stackexchange-dump data-dump stackoverflow-data
  TSQL MIT 19 54 0 0 Updated Aug 31, 2020

• classification-under-assistance

  Code and data for "Classification Under Human Assistance"

  human-centered-data-science human-centric-ml human-centered-ml
  Python 0 4 0 0 Updated Jun 25, 2020

• regression-under-assistance

  Code and data for "Regression under human assistance", AAAI 2020

  human-centered-data-science human-centric-ml human-centered-ml
  Jupyter Notebook 0 2 0 0 Updated May 9, 2020

• simulator

  Forked from covid19-model/simulator

  Simulator for the spatiotemporal model for Covid-19
  Jupyter Notebook MIT 26 1 0 0 Updated Apr 30, 2020

• nevae

  Code and data for "NeVAE: A Deep Generative Model for Molecular Graphs", AAAI 2019

  machine-learning deep-learning graphs drug-discovery drug-design
  Python 12 41 2 0 Updated Nov 22, 2019

• memorize

  Code and real data for "Enhancing Human Learning via Spaced Repetition Optimization", PNAS 2019

  machine-learning algorithm control spaced-repetition duolingo point-processes pnas
  Jupyter Notebook MIT 20 86 0 0 Updated Nov 11, 2019

• jetbrains-seminar-2019

  JetBrains seminar on learning with temporal point process
  Jupyter Notebook 0 3 0 0 Updated Aug 9, 2019

• LVIV-2018

  Dynamic Social Network Analysis at the Lviv Data Science Summer School

  hawkes
  Jupyter Notebook 1 4 0 0 Updated Jul 18, 2019

• tpprl

  Code and data for "Deep Reinforcement Learning of Marked Temporal Point Processes", NeurIPS 2018

  reinforcement-learning deep-learning paper deep-reinforcement-learning point-processes
  Python 14 61 0 0 Updated May 4, 2019

• discussion-complexity

  Code for "On the Complexity of Opinions and Online Discussions", WSDM 2019

  discussion data-science paper complexity opinion-mining wsdm online-discussions
  Python 4 8 0 0 Updated Mar 25, 2019

• tf_rmtpp

  Forked from musically-ut/tf_rmtpp

  Recurrent Marked Temporal Point Processes
  Python MIT 12 1 0 0 Updated Mar 1, 2019

• hdhp.py

  Code for "Hierarchical Dirichlet-Hawkes process: generative model and inference algorithm", WWW 2017

  machine-learning hawkes point-processes bayesian-nonparametrics
  Python 11 31 1 0 Updated Dec 4, 2018

• FairHumanDecisions

  Code and data for "Enhancing the Accuracy and Fairness of Human Decision Making", NeurIPS 2018

  machine-learning graph-algorithms online-learning fairness
  Python 1 4 0 0 Updated Oct 22, 2018

• RedQueen

  Code for "RedQueen: An Online Algorithm for Smart Broadcasting on Social Networks", WSDM 2017

  python simulation social-network broadcasting smart redqueen wsdm
  Jupyter Notebook 8 19 0 0 Updated Sep 3, 2018

• RedQueen-website

  Website and presentation with a Demo for RedQueen.

  demo d3js redqueen
  JavaScript 1 4 0 0 Updated May 20, 2018

• broadcast_ref

  Code for "Smart Broadcasting: Do you want to be seen?", KDD 2016

  python social broadcasting broadcast networks
  Python 0 3 1 0 Updated Mar 31, 2018

• fair-classification

  Forked from MPI-SWS/fair-classification

  Python code for training fair logistic regression classifiers.

  machine-learning classification fairness
  Python GPL-3.0 47 0 0 0 Updated Feb 14, 2018

• curb

  Code for "An Online Algorithm to Reduce the Spread of Misinformation in Social Networks", WSDM 2018

  machine-learning control fake-news point-processes
  Jupyter Notebook 6 21 0 0 Updated Jan 8, 2018

• MLSS-2017

  MLSS 2017: Tutorial on Social Network Analysis
  C++ 5 8 1 0 Updated Jun 26, 2017

• l1-ls.py

  L1 regularized Least Squares minimization problem solver.
  Python 5 18 0 0 Updated Oct 12, 2016

• mlss-2016

  MLSS 2016 material.

  python machine-learning tutorial material graph matlab inference
  Python 9 19 0 0 Updated May 20, 2016

• datasets2sqlite

  Scripts to convert some datasets to SQLite format.
  Python MIT 3 7 0 0 Updated Apr 2, 2016

• Coevolution

  Code for "COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution", NIPS 2015
  C++ 2 5 0 0 Updated Jan 4, 2016

• wikipedia-protobuf

  This repository processes wikipedia and other datasets.
  Python 1 1 0 0 Updated Nov 2, 2015

• infopath

  Infopath C++/SNAP implementation
  C++ 0 2 0 0 Updated Dec 25, 2012

• influmax

  Influmax C++/SNAP
  C++ 0 1 0 0 Updated Dec 25, 2012

• netrate

  Netrate Matlab/CVX
  Objective-C 3 7 2 0 Updated Dec 25, 2012