#
synthetic-dataset-generation
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202 public repositories
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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"
Updated
Nov 3, 2022
Python
A Python application for generating and ploting synthetic polynomial datasets for regression.
Updated
Dec 31, 2023
Jupyter Notebook
Automated dataset generation for planar objects. An example that generates a synthetic dataset with right of way road signs in Germany is provided.
Updated
Apr 24, 2024
Python
The main purpose of this engineering project was to create city simulation in Unreal Engine 5 and automate synthetic data generation process.
Updated
May 8, 2023
Python
Satellite Image Synthesis for Object Detection
Updated
Jul 10, 2023
Python
final project for UDACITY Building GenAI solutions 4 weeks course
Updated
Mar 25, 2024
Jupyter Notebook
Fraud Detection of a 6 million row dataset using AWS and Spark
Updated
Mar 27, 2020
HTML
A simple web application to generated synthetic data from a relational tables
Updated
Jan 31, 2023
Python
A Python application for generating and ploting synthetic blobs datasets for classification and clustering.
Updated
Dec 30, 2023
Jupyter Notebook
Indoor Synthetic Data Generation: A Systematic Review
Generates synthetic data for REDCap projects, for testing, validation, and development purposes.
Updated
Feb 8, 2024
Jupyter Notebook
BlenderProc setup to generate the synthetic datasets from Tim Redick's dissertation. STERI models not included since the CAD files are proprietary.
Updated
Apr 21, 2024
Python
Python code to automatic gen synthetic images by using Blender
Updated
Apr 12, 2023
Python
This is an experiment in applying a GAN to randomly generate organic data.
Updated
Feb 22, 2020
Jupyter Notebook
1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.
Updated
Jan 28, 2022
Python
Tool to generate customized market simulation data with the stationary block bootstrap methodology, as per Patton et al., 2009.
Updated
Dec 5, 2023
Python
visually create datasets directly within their Jupyter notebooks
Updated
Jun 3, 2024
Jupyter Notebook
Predicting the output size of an ARC task (Abstraction and Reasoning Corpus)
Synthetic Municipal Solid Waste Generator for AI-powered Waste Recognition System
Updated
Jun 14, 2023
Python
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.
Updated
May 10, 2024
Jupyter Notebook
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