Synthetic data generation for tabular data
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Updated
Jul 16, 2024 - Python
Synthetic data generation for tabular data
Conditional GAN for generating synthetic tabular data.
A library to model multivariate data using copulas.
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Synthetic Data Generation for mixed-type, multivariate time series.
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"
A toolset to test data classification engines that generates mock data in various file formats, sizes and data profiles.
[ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models".
Scripts for data generation using Blender and 3D datasets like Matterport3D.
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
3D image registration training framework using adaptive loss weighting and synthetic data generation
Official pytorch implementation codes for NeurIPS-2023 accepted paper "Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation"
Implementations of various synthesizers with pytorch.
Few-shot satellite image classification for bringing deep learning on board OPS-SAT
TNO PET Lab - Synthetic Data Generation (SDG) - Tabular - Evaluation - Utility Metrics
temporal + cnn vision model for classification of windmill defects, with unreal-engine data generation and a custom data augmentation suite
code for the paper "LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs"
Generates midi notes to join two different midi snippets by interpolation with a cubic spline curve
A python module to generate synthetic images from 3D models, for use in image detection/segmentation tasks.
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