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    36 repositories

    • 2024-Artificial-intelligence-for-complex-systems

      Public
      16•6•0•0•Updated Jun 6, 2024Jun 6, 2024

    • inClust_plus

      Public
      Python
      •1•0•0•0•Updated Jan 4, 2024Jan 4, 2024

    • Code-for-Finding-emergence-in-data-

      Public
      Here is the code for experiments related to the NIS+ framework.
      Jupyter Notebook
      •
      Apache License 2.0
      •3•3•0•0•Updated Dec 8, 2023Dec 8, 2023

    • DPT

      Public
      Jupyter Notebook
      •
      MIT License
      •2•2•0•0•Updated Dec 4, 2023Dec 4, 2023

    • neural_pruning

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Nov 28, 2023Nov 28, 2023

    • netIDRG

      Public
      Code for the paper "Network Information Dynamics Renormalization Group"
      Jupyter Notebook
      •1•1•0•0•Updated Nov 13, 2023Nov 13, 2023

    • inClust

      Public
      Jupyter Notebook
      •1•2•0•0•Updated Jul 16, 2023Jul 16, 2023

    • 2023-Big-Data-Driven-Artificial-Intelligence

      Public
      Jupyter Notebook
      •16•52•0•0•Updated Jun 2, 2023Jun 2, 2023

    • NIS_for_Causal_Emergence

      Public
      Jupyter Notebook
      •5•0•0•0•Updated Oct 12, 2022Oct 12, 2022

    • C-GIN

      Public
      Completing Networks by Learning Local Connection Patterns
      Python
      •1•0•0•0•Updated Aug 12, 2022Aug 12, 2022

    • GIN

      Public
      seedgraphmatching(sgd) python
      Jupyter Notebook
      •2•1•0•0•Updated Jun 22, 2022Jun 22, 2022

    • cnc_2017

      Public
      Python
      •
      MIT License
      •2•1•0•0•Updated Jun 22, 2022Jun 22, 2022

    • NEDMP

      Public
      PyTorch implementation of Neural Enhanced Dynamic Message Passing in AISTATS 2022
      Jupyter Notebook
      •
      MIT License
      •3•1•0•0•Updated May 24, 2022May 24, 2022

    • ELE

      Public
      A python implementation of ELE method in paper "Abrupt phase transition of epidemic spreading in simplicial complexes", PRR 2020
      Python
      •
      MIT License
      •1•0•0•0•Updated May 21, 2022May 21, 2022

    • DySAT_pytorch

      Public
      Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks
      Python
      •22•0•0•0•Updated Apr 2, 2022Apr 2, 2022

    • how-do-vits-work

      Public
      (ICLR 2022 Spotlight) Official PyTorch implementation of "How Do Vision Transformers Work?"
      Python
      •
      Apache License 2.0
      •79•0•0•0•Updated Mar 20, 2022Mar 20, 2022

    • GeniePath-pytorch

      Public
      This is a PyTorch implementation of the GeniePath model in <GeniePath: Graph Neural Networks with Adaptive Receptive Paths> (https://arxiv.org/abs/1802.00910)
      Python
      •
      MIT License
      •27•0•0•0•Updated Mar 14, 2022Mar 14, 2022

    • PM2.5-GNN

      Public
      PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting
      Python
      •
      MIT License
      •60•0•0•0•Updated Dec 30, 2021Dec 30, 2021

    • bnusss.github.io

      Public
      Professor Zhang Jiang's research group main page. (fork from uwsampa/sampa-public)
      HTML
      •1•4•0•0•Updated Dec 24, 2021Dec 24, 2021

    • tn-for-unsup-ml

      Public
      Python
      •3•1•0•0•Updated Jun 25, 2021Jun 25, 2021

    • AIDD

      Public
      Automated Discovery of Interactions and Dynamics for Large Networked Dynamical Systems
      Python
      •10•3•0•0•Updated Jun 15, 2021Jun 15, 2021

    • MesoScaling

      Public
      Understanding the mesoscopic scaling patterns within cities
      R
      •
      MIT License
      •5•0•0•0•Updated Jan 5, 2021Jan 5, 2021

    • scCaps

      Public
      An interpretable deep-learning architecture of capsule networks for identifying cellular-type gene expression programs from single-cell RNA-seq data
      Jupyter Notebook
      •11•0•0•0•Updated Dec 3, 2020Dec 3, 2020

    • rec_tools_lib

      Public
      It's a lib for tools we use for reconstruction / data generation and common data.
      Jupyter Notebook
      •0•4•0•0•Updated Dec 3, 2020Dec 3, 2020

    • GSO

      Public
      Gumbel-softmax-based Optimization: A Simple General Framework for Optimization Problems on Graphs
      Jupyter Notebook
      •1•0•0•0•Updated Oct 5, 2020Oct 5, 2020

    • NGNC

      Public
      Neural Gene Network Constructor: A Neural Based Model for Reconstructing Gene Regulatory Network
      Python
      •1•2•0•0•Updated Jan 7, 2020Jan 7, 2020

    • GGN

      Public
      Gumbel Graph Network (GGN) : A General Deep Learning Framework for Network Reconstruction
      Python
      •22•69•5•0•Updated Dec 10, 2019Dec 10, 2019

    • DeepLinker

      Public
      Python
      •3•1•0•0•Updated Nov 10, 2019Nov 10, 2019

    • bnusss_toolkit

      Public
      Toolkit to help you do better research
      0•11•0•0•Updated Apr 19, 2019Apr 19, 2019

    • SRGAN-PyTorch

      Public
      this project is forked from https://github.com/ai-tor/PyTorch-SRGAN
      Python
      •
      GNU General Public License v3.0
      •1•0•0•0•Updated Dec 22, 2017Dec 22, 2017