Synthetic data generation for tabular data
-
Updated
Aug 14, 2024 - Python
Synthetic data generation for tabular data
code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"
Conditional GAN for generating synthetic tabular data.
code for the paper "LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs"
Synthetic Data Generation for mixed-type, multivariate time series.
This UI serves as a Synthetic ASR Dataset Generator powered by/for OpenAI Whisper, enabling users to capture audio, transcribing it, on the fly and manage the generated dataset 🤗. Fine tune Whisper or enhanced and custom datasets
A library to model multivariate data using copulas.
Implementation for the paper: "Privacy-preserving data release leveraging optimal transport and particle gradient descent"
Few-shot satellite image classification for bringing deep learning on board OPS-SAT
[ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models".
TNO PET Lab - Synthetic Data Generation (SDG) - Tabular - Evaluation - Utility Metrics
A toolset to test data classification engines that generates mock data in various file formats, sizes and data profiles.
Official pytorch implementation codes for NeurIPS-2023 accepted paper "Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation"
temporal + cnn vision model for classification of windmill defects, with unreal-engine data generation and a custom data augmentation suite
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Implementations of various synthesizers with pytorch.
3D image registration training framework using adaptive loss weighting and synthetic data generation
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
A python module to generate synthetic images from 3D models, for use in image detection/segmentation tasks.
TNO PET Lab - Synthetic Data Generation (SDG) - Graph - Generation - GraphBin
Add a description, image, and links to the synthetic-data-generation topic page so that developers can more easily learn about it.
To associate your repository with the synthetic-data-generation topic, visit your repo's landing page and select "manage topics."