Fraud Detection of a 6 million row dataset using AWS and Spark
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Updated
Mar 27, 2020 - HTML
Fraud Detection of a 6 million row dataset using AWS and Spark
A simple web application to generated synthetic data from a relational tables
A Python application for generating and ploting synthetic blobs datasets for classification and clustering.
Indoor Synthetic Data Generation: A Systematic Review
Generates synthetic data for REDCap projects, for testing, validation, and development purposes.
BlenderProc setup to generate the synthetic datasets from Tim Redick's dissertation. STERI models not included since the CAD files are proprietary.
The main purpose of this engineering project was to create city simulation in Unreal Engine 5 and automate synthetic data generation process.
Satellite Image Synthesis for Object Detection
final project for UDACITY Building GenAI solutions 4 weeks course
Python code to automatic gen synthetic images by using Blender
This code generates differentially private synthetic location traces. The algorithm, the model parameters, and everything that you need to know can be found in the paper "In Search of Los Utility: Private Location Data"
A Python application for generating and ploting synthetic polynomial datasets for regression.
Automated dataset generation for planar objects. An example that generates a synthetic dataset with right of way road signs in Germany is provided.
This is an experiment in applying a GAN to randomly generate organic data.
1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.
Tool to generate customized market simulation data with the stationary block bootstrap methodology, as per Patton et al., 2009.
visually create datasets directly within their Jupyter notebooks
Predicting the output size of an ARC task (Abstraction and Reasoning Corpus)
Synthetic Municipal Solid Waste Generator for AI-powered Waste Recognition System
To enhance the interaction between local governments and the communities they represent, we leveraged the power of AI to simplify the complaint management process for government entities.
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