Alternatives and similar repositories for TGAN:

Users that are interested in TGAN are comparing it to the libraries listed below

• sdv-dev / SDGym
  Benchmarking synthetic data generation methods.
  ☆270Updated this week
• Diyago / Tabular-data-generation
  We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review …
  ☆543Updated last week
• mahmoodm2 / tableGAN
  tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Ad…
  ☆145Updated 5 years ago
• Baukebrenninkmeijer / table-evaluator
  Evaluate real and synthetic datasets against each other
  ☆86Updated 2 months ago
• sdv-dev / SDMetrics
  Metrics to evaluate quality and efficacy of synthetic datasets.
  ☆226Updated this week
• BorealisAI / private-data-generation
  A toolbox for differentially private data generation
  ☆130Updated last year
• Pushkar-v / Generating-Synthetic-Data-using-GANs
  Generating Tabular Synthetic Data using State of the Art GAN architecture
  ☆79Updated 4 years ago
• sdv-dev / CTGAN
  Conditional GAN for generating synthetic tabular data.
  ☆1,351Updated 2 weeks ago
• titu1994 / tf-TabNet
  A Tensorflow 2.0 implementation of TabNet.
  ☆242Updated last year
• Team-TUD / CTAB-GAN
  Official git for "CTAB-GAN: Effective Table Data Synthesizing"
  ☆83Updated last year
• IBM / TabFormer
  Code & Data for "Tabular Transformers for Modeling Multivariate Time Series" (ICASSP, 2021)
  ☆334Updated last year
• justinengelmann / GANbasedOversampling
  ☆64Updated 2 years ago
• emanuel-metzenthin / Lime-For-Time
  Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification
  ☆95Updated last year
• codyznash / GANs_for_Credit_Card_Data
  ☆106Updated last year
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆124Updated this week
• Team-TUD / CTAB-GAN-Plus
  Official GitHub for CTAB-GAN+
  ☆73Updated 10 months ago
• Baukebrenninkmeijer / On-the-Generation-and-Evaluation-of-Synthetic-Tabular-Data-using-GANs
  Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs
  ☆44Updated last year
• feedzai / timeshap
  TimeSHAP explains Recurrent Neural Network predictions.
  ☆168Updated last year
• ptuls / tabnet-modified
  Modification of TabNet as suggested in the Medium article, "The Unreasonable Ineffectiveness of Deep Learning on Tabular Data"
  ☆61Updated last year
• jsyoon0823 / VIME
  Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020
  ☆148Updated 4 years ago
• kearnz / autoimpute
  Python package for Imputation Methods
  ☆247Updated last year
• ryancheunggit / tabular_dae
  ☆52Updated 2 years ago
• Qwicen / node
  Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data
  ☆486Updated 4 years ago
• fjxmlzn / DoppelGANger
  [IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
  ☆304Updated last year
• mgrankin / fast_tabnet
  TabNet for fastai
  ☆123Updated last year
• srome / pykliep
  A density ratio estimator package for python using the KLIEP algorithm.
  ☆107Updated 4 years ago
• eltonlaw / impyute
  Data imputations library to preprocess datasets with missing data
  ☆359Updated 3 years ago
• sdv-dev / DeepEcho
  Synthetic Data Generation for mixed-type, multivariate time series.
  ☆109Updated 2 weeks ago
• steverab / failing-loudly
  Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…
  ☆103Updated 11 months ago
• AlliedToasters / dfencoder
  ☆129Updated 2 years ago