peaceGui's repositories
awesome-network-embedding
A curated list of network embedding techniques.
Computing-Communities-in-Large-Networks-Using-Random-Walks
Implementation of a random-walk based algorithm Walktrap to efficiently find clusters in graphs.
covid19-severity-prediction
Extensive and accessible COVID-19 data + forecasting at the county-level + hospital-level.
COVID19_AgentBasedSimulation
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions
GloDyNE
GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718
imbalanced-learn
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
Influence-Maximization-2
Top-K Influential Nodes in Social Networks: A Game Perspective (SIGIR'17)
infomap
Multi-level network clustering based on the Map Equation
karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
MANE
Multi-View Collaborative Network Embedding
mesa
Mesa is an agent-based modeling framework in Python
mljar-supervised
Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning :rocket:
MultiTensor
Multilayer network tensor factorization, for community detection, link prediction and measure layer interdependence.
python-ternary
:small_red_triangle: Ternary plotting library for python with matplotlib
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
role2vec
A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).
RolX
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
shap
A game theoretic approach to explain the output of any machine learning model.
TENE
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
ThesisSWUFE
西南财经大学毕业论文模板
toad
ESC Team's credit scorecard tools.