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juiko's Projects

amlsim icon amlsim

The AMLSim project is intended to provide a multi-agent based simulator that generates a series of banking transaction data together with a set of known money laundering patterns - mainly for the purpose of testing your machine learning models and graph algorithms. We welcome you to enhance this effort since data set is critical to advance our detection capabilities of money laundering activities .

deepai icon deepai

Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.

deeppaper icon deeppaper

The Financial Audit Data Analytics Paper Collection is an academic paper collection that encompasses data analytics, machine learning, and deep learning papers that produce experimental results related to the audit of financial accounting data.

dgfraud icon dgfraud

A Deep Graph-based Toolbox for Fraud Detection

sdmetrics icon sdmetrics

Metrics to evaluate quality and efficacy of synthetic datasets.

sdv icon sdv

Synthetic Data Generation for tabular, relational, time series data.

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