Generative adversarial training for generating synthetic tabular data.
☆297Nov 26, 2022Updated 3 years ago
Alternatives and similar repositories for TGAN
Users that are interested in TGAN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Conditional GAN for generating synthetic tabular data.☆1,560Updated this week
- Benchmarking synthetic data generation methods.☆309Updated this week
- tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Ad…☆154May 1, 2019Updated 7 years ago
- We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review …☆572Mar 29, 2026Updated 3 months ago
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆81Apr 29, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs☆45Jun 21, 2023Updated 3 years ago
- Generative adversarial network for generating electronic health records.☆286Aug 19, 2019Updated 6 years ago
- Pipeline Explorer - Explore and analyze millions of pipelines learned using MLBlocks and MLPrimitives.☆17Jul 6, 2023Updated 3 years ago
- A library of Reversible Data Transforms☆134Updated this week
- Official git for "CTAB-GAN: Effective Table Data Synthesizing"☆96Jan 19, 2024Updated 2 years ago
- Directed Acyclic Tabular GAN (DATGAN) for integrating expert knowledge in synthetic tabular data generation☆18Oct 19, 2024Updated last year
- Code for the paper "Generating Multi-Categorical Samples with Generative Adversarial Networks"☆50Jul 6, 2023Updated 3 years ago
- Synthetic data generation for tabular data☆3,529Updated this week
- COR-GAN: Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records☆57Dec 15, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions☆312Nov 3, 2023Updated 2 years ago
- State space and deep generative models for time series.☆55Jul 31, 2023Updated 2 years ago
- ☆69Dec 8, 2022Updated 3 years ago
- Source code of paper "Differentially Private Generative Adversarial Network"☆73Nov 29, 2018Updated 7 years ago
- Generating Realistic Synthetic Data☆46Feb 15, 2024Updated 2 years ago
- ☆39Jun 10, 2019Updated 7 years ago
- A library for composing end-to-end tunable machine learning pipelines.☆123Feb 2, 2025Updated last year
- Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data☆532Jan 21, 2021Updated 5 years ago
- DeltaPy - Tabular Data Augmentation (by @firmai)☆557Sep 19, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A library to model multivariate data using copulas.☆647Jul 13, 2026Updated last week
- VEEGAN: Reducing Mode Collapse in GANs using Implicit Variational Learning☆40Feb 2, 2019Updated 7 years ago
- ☆18Jul 25, 2024Updated last year
- An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems☆253Nov 9, 2019Updated 6 years ago
- Synthetic data generators for structured and unstructured text, featuring differentially private learning.☆684Jun 24, 2025Updated last year
- They are tools for Kaggle competition for me☆27Jun 26, 2020Updated 6 years ago
- Synthetic data generators for tabular and time-series data☆1,646Apr 23, 2026Updated 2 months ago
- Official GitHub for CTAB-GAN+☆89May 14, 2024Updated 2 years ago
- A simple, extensible library for developing AutoML systems☆176Jul 28, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆16Mar 30, 2023Updated 3 years ago
- MirrorDataGenerator is a python tool that generates synthetic data based on user-specified causal relations among features in the data. I…☆25Jun 22, 2022Updated 4 years ago
- Synthetic Data Generation for mixed-type, multivariate time series.☆124Updated this week
- Use SINDY algorithm to discover a dynamical system from coronavirus data☆12Apr 9, 2024Updated 2 years ago
- Primitives for machine learning and data science.☆69Nov 20, 2024Updated last year
- ☆276Jul 15, 2026Updated last week
- Code for Stop&Hop, a method for learning to classify irregularly-sampled time series early☆20Oct 3, 2024Updated last year