Guanwei Hu's repositories
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
AMLSim
The AMLSim project is intended to provide a multi-agent based simulator that generates synthetic banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing machine learning models and graph algorithms. We welcome you to enhance this effort since the data set related to money laundering is cr
assignment1-gettingstarted
Intro assignment skeleton code
assignment3-smtpclient
Skeleton code for assignment #3 - SMTP mail client
EvolveGCN
Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
fraud-detection-datagen
Fraud detection data generation with community structure, ready for NebulaGraph.
gradient-descent-vis
Udacity C++ project
nlp_course
YSDA course in Natural Language Processing
project-based-learning
Curated list of project-based tutorials
pytorch-Deep-Learning
Deep Learning (with PyTorch)
realtime-fraud-detection-with-gnn-on-dgl
An end-to-end blueprint architecture for real-time fraud detection(leveraging graph database Amazon Neptune) using Amazon SageMaker and Deep Graph Library (DGL) to construct a heterogeneous graph from tabular data and train a Graph Neural Network(GNN) model to detect fraudulent transactions in the IEEE-CIS dataset.
tla_plus_egs
formal verification
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
wargame-nexus
A sorted and updated list of security wargame sites.