SynthIE

The data and the PyTorch implementation for the models and experiments in the paper "Exploiting Asymmetry for Synthetic Training Data …

Stars

47

Forks

5

Language

Python

Last Updated

Mar 22, 2024

Similar Repos
Repo Language Stars Description Updated At
Python 6 Synthetic Text data generation for training OCR Mar 01, 2022
Python 9 Experiments in creating synthetic training data for learning to rank Feb 22, 2019
Python 320 PyTorch code to run synthetic experiments. Aug 09, 2022
Jupyter Notebook 4 Synthetic data generation Apr 17, 2023
Python 9 Synthetic Data Generation Examples Apr 15, 2023
Python 204 Benchmarking synthetic data generation methods. Apr 18, 2023
Python 16 Privacy preserving synthetic data generation workflows Nov 14, 2021
Java 14 Synthetic data generation for bangla OCR Mar 05, 2023
Python 2 Image sampler for synthetic data generation. Mar 23, 2023
CSS 4 Synthetic Data Generation End to End Dec 30, 2022
Python 1405 Synthetic Data Generation for tabular, relational and time series data. Apr 27, 2023
F# 2 Reference implementation of the SynDiffix synthetic data generation mechanism. Jun 05, 2023
Python 7 Generate Rain / Haze synthetic data for training May 29, 2023
Python 4 Generate synthetic training data using small LMs. May 23, 2023
Jupyter Notebook 2 Code and data for the paper "Exploiting Symmetry Reduces the Cost of Training QAOA" Oct 05, 2022
Python 4 Unreal Engine Plugin for Synthetic Data Generation Apr 28, 2023
Python 2 SYNthetic Data generation for complex tabular datasets May 27, 2023
Python 4 A Simple Wrapper For Synthetic Data Generation May 31, 2023
Jupyter Notebook 2 Synthetic data generation pipeline with differential privacy Feb 22, 2024
Python 10 PyTorch implements `Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data` paper. Aug 28, 2022
Python 83 Training data extraction on GPT-2 Mar 09, 2023
Python 3 AI Starter Kit for AI Unstructured Synthetic Data Generation using Intel® Extension for Pytorch Apr 06, 2023
Jupyter Notebook 7 Open-source version of the TDspora synthetic data generation algorithm. Apr 04, 2023
Jupyter Notebook 7 Yeast cells synthetic training data toolkit and segmentation and tracking pipeline Mar 13, 2023
Python 239 Generative adversarial training for generating synthetic tabular data. Apr 11, 2023
Jupyter Notebook 56 Unsupervised Data Augmentation experiments in PyTorch Mar 14, 2023
Jupyter Notebook 10 TOPO-DataGen: an open and scalable aerial synthetic data generation workflow Jun 07, 2022
Python 2 scBoolSeq: scRNA-Seq data binarisation and synthetic generation from Boolean dynamics Oct 05, 2022
Python 8 Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault … Jul 11, 2022
Jupyter Notebook 3 Analysis , Feature Engineering , Data Extraction and Report Generation of the College Marks Mar 25, 2022
Python 22 ⛩ Creating and sharing simulation environments for RL and synthetic data generation Sep 22, 2022
Python 3 Code to run experiments generating synthetic time series medical data May 01, 2023
Python 4 Reference Extension to apply defects for synthetic data generation Apr 18, 2023
Python 2 Collection of synthetic data generation code for Language Models Apr 10, 2023
Python 57 Synthetic Data Generation for mixed-type, multivariate time series. Apr 12, 2023
Jupyter Notebook 2 open source code for generation of synthetic sensor data Oct 18, 2022
Jupyter Notebook 6 Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery Jan 19, 2023
Python 6 Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data Oct 01, 2020
Python 2 PyTorch tools and experiments Nov 04, 2017
Python 5 TensorFlow Implementation for the Synthetic-Eye-Generation Jan 10, 2020
Python 6 TensorFlow Implementation of the Synthetic Eye Generation Aug 02, 2020
Python 2 AI Starter Kit for Synthetic Voice and Audio Generation using Intel® Extension for Pytorch Jun 23, 2023
Shell 3 Data generation for Contact-GraspNet training Oct 17, 2023
Python 6 Learning to Localize in New Environments from Synthetic Training Data Apr 21, 2022
Python 45 Training Deep Neural Networks with Synthetic Data using SVL Simulator May 11, 2023
Python 6 synthetic data experiments for over-pruning in variational bayesian neural networks Feb 17, 2021
Python 2 A training data creation and management system focused on information extraction Dec 30, 2020
Perl 4 Insert genes into genomes to aid synthetic test data generation Sep 08, 2019
Jupyter Notebook 2 Repository for all DCME projects involved in Synthetic Data Generation Jan 18, 2022
Jupyter Notebook 4 Quantum Generative Adversarial Network (QGAN) for Synthetic Stock Data Generation Mar 19, 2023