Projects in Awesome Lists by Networks-Learning

https://github.com/networks-learning/memorize

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

algorithm control duolingo machine-learning pnas point-processes spaced-repetition

Last synced: 17 Nov 2024

https://github.com/networks-learning/stackexchange-dump-to-postgres

Python scripts to import StackExchange data dump into Postgres DB.

data-dump database postgres python stackexchange-dump stackoverflow-data

Last synced: 17 Nov 2024

https://github.com/networks-learning/tpprl

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

deep-learning deep-reinforcement-learning paper point-processes reinforcement-learning

Last synced: 17 Nov 2024

https://github.com/networks-learning/nevae

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

deep-learning drug-design drug-discovery graphs machine-learning

Last synced: 17 Nov 2024

https://github.com/networks-learning/hdhp.py

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

bayesian-nonparametrics hawkes machine-learning point-processes

Last synced: 17 Nov 2024

https://github.com/networks-learning/spaced-selection

Code and real data for "Large-scale randomized experiment reveals machine learning helps people learn and remember more effectively", npj Science of Learning 2021

arxiv hlr hlr-model memory spaced-repetition spaced-repetition-algorithm

Last synced: 17 Nov 2024

https://github.com/networks-learning/curb

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

control fake-news machine-learning point-processes

Last synced: 17 Nov 2024

https://github.com/networks-learning/strategic-decisions

Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.

algorithmic-recourse counterfactual-explanations decision-making explainable-ai explainable-ml incentives strategic-ml

Last synced: 17 Nov 2024

https://github.com/networks-learning/mlss-2016

MLSS 2016 material.

cascade cvx cvxpy graph inference machine-learning material matlab mlss python tutorial

Last synced: 17 Nov 2024

https://github.com/networks-learning/redqueen

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

broadcasting online-algorithms python redqueen simulation smart social-network wsdm

Last synced: 17 Nov 2024

https://github.com/networks-learning/l1-ls.py

L1 regularized Least Squares minimization problem solver.

Last synced: 17 Nov 2024

https://github.com/networks-learning/counterfactual-tpp

Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022

counterfactual explainable-ai explainable-ml gumbel-max point-process structural-causal-model temporal-point-process

Last synced: 17 Nov 2024

https://github.com/networks-learning/counterfactual-llms

Code for "Counterfactual Token Generation in Large Language Models", Arxiv 2024.

counterfactuals llama3 llama3-8b llm mistral mistral-small sampling-methods token-generation

Last synced: 08 Nov 2024

https://github.com/networks-learning/counterfactual-explanations-mdp

Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021

cognitive-therapy counterfactual-explanations counterfactuals explainable-ai explainable-ml machine-learning markov-deci mdp sequential-decision-making-problems

Last synced: 17 Nov 2024

https://github.com/networks-learning/disease-control

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

control disease-control machine-learning networks point-processes

Last synced: 17 Nov 2024

https://github.com/networks-learning/discussion-complexity

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

complexity data-science discussion online-discussions opinion-mining paper wsdm

Last synced: 17 Nov 2024

https://github.com/networks-learning/netrate

Netrate Matlab/CVX

Last synced: 17 Nov 2024

https://github.com/Networks-Learning/netrate

Netrate Matlab/CVX

Last synced: 28 Oct 2024

https://github.com/networks-learning/improve-expert-predictions-conformal-prediction

Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023

classification-algorithm conformal-prediction human-ai-teaming machine-learning multiclass-classification

Last synced: 17 Nov 2024

https://github.com/networks-learning/coevolution

Code for "COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution", NIPS 2015

Last synced: 17 Nov 2024

https://github.com/networks-learning/mlss-2017

MLSS 2017: Tutorial on Social Network Analysis

Last synced: 17 Nov 2024

https://github.com/networks-learning/datasets2sqlite

Scripts to convert some datasets to SQLite format.

Last synced: 17 Nov 2024

https://github.com/networks-learning/prediction-powered-ranking

Code for "Prediction-Powered Ranking of Large Language Models", NeurIPS 2024.

llm-eval llm-evaluation llm-evaluation-framework prediction-powered-inference rank-sets ranking-algorithm

Last synced: 17 Nov 2024

https://github.com/networks-learning/regression-under-assistance

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

complementarity human-ai human-ai-teaming human-centered-data-science human-centered-ml human-centric-ml

Last synced: 17 Nov 2024

https://github.com/networks-learning/classification-under-assistance

Code and data for "Classification Under Human Assistance"

human-centered-data-science human-centered-ml human-centric-ml

Last synced: 17 Nov 2024

https://github.com/networks-learning/infopath

Infopath C++/SNAP implementation

Last synced: 17 Nov 2024

https://github.com/networks-learning/redqueen-website

Website and presentation with a Demo for RedQueen.

d3js demo redqueen

Last synced: 17 Nov 2024

https://github.com/networks-learning/lviv-2018

Dynamic Social Network Analysis at the Lviv Data Science Summer School

hawkes

Last synced: 17 Nov 2024

https://github.com/networks-learning/fairhumandecisions

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

fairness graph-algorithms machine-learning online-learning

Last synced: 17 Nov 2024

https://github.com/networks-learning/counterfactual-continuous-mdp

Code for "Finding Counterfactually Optimal Action Sequences in Continuous State Spaces", NeurIPS 2023.

causality counterfactuals decision-making decision-making-under-uncertainty explainable-ai explainable-ml machine-learning markov-decision-processes

Last synced: 17 Nov 2024

https://github.com/networks-learning/jetbrains-seminar-2019

JetBrains seminar on learning with temporal point process

Last synced: 17 Nov 2024

https://github.com/networks-learning/human-aligned-calibration

Code for "Human-Aligned Calibration for AI-Assisted Decision Making", NeurIPS 2023

alignment calibration decision-making decision-making-under-uncertainty explainable-ai explainable-ml human-ai human-ai-teaming machine-learning

Last synced: 17 Nov 2024

https://github.com/networks-learning/differentiable-learning-under-triage

Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021

algorithmic-triage classifier complementarity deep-learning human-ai human-ai-teaming machine-learning supervised-learning

Last synced: 17 Nov 2024

https://github.com/networks-learning/broadcast_ref

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

broadcast broadcasting networks python social

Last synced: 17 Nov 2024

https://github.com/networks-learning/within-group-monotonicity

Code for "On the Within-group Discrimination of Screening Classifiers", ICML 2023

decision-making decision-making-under-uncertainty fairness fairness-ml human-ai-teaming machine-learning

Last synced: 17 Nov 2024

https://github.com/networks-learning/cfact-inference-second-opinions

Code for "Counterfactual Inference of Second Opinions", UAI 2022

causal-inference causality counterfactual-explanations counterfactual-inference gumbel-max human-ai-teaming machine-learning uai2022

Last synced: 17 Nov 2024

https://github.com/networks-learning/towards-human-ai-complementarity-predictions-sets

Code for "Towards Human-AI Complementarity with Prediction Sets", NeurIPS 2024

conformal-prediction decision-support-systems human-ai-complementarity

Last synced: 17 Nov 2024

https://github.com/networks-learning/counterfactual-prediction-sets

Code for "Designing Decision Support Systems Using Counterfactual Prediction Sets". ICML 2024.

classification-algorithm conformal-prediction human-ai-teaming machine-learning multiclass-classification prediction-sets

Last synced: 17 Nov 2024

https://github.com/networks-learning/influmax

Influmax C++/SNAP

Last synced: 17 Nov 2024

https://github.com/networks-learning/pooled-testing

Code for "Pooled Testing of Traced Contacts Under Superspreading Dynamics", PLOS Computational Biology

coronavirus covid-19 group-testing overdispersion pooled-testing superspreading-events

Last synced: 17 Nov 2024