NextBrain-ai / nbsynthetic
nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets
☆62Updated last year
Related projects: ⓘ
- Evaluate real and synthetic datasets against each other☆78Updated 2 weeks ago
- Repository for the explanation method Calibrated Explanations (CE)☆45Updated this week
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆203Updated last month
- Generating Tabular Synthetic Data using State of the Art GAN architecture☆74Updated 4 years ago
- Official GitHub for CTAB-GAN+☆62Updated 4 months ago
- Synthetic Data Generation for mixed-type, multivariate time series.☆101Updated last week
- ☆32Updated last year
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications☆95Updated last year
- Official git for "CTAB-GAN: Effective Table Data Synthesizing"☆76Updated 8 months ago
- ☆19Updated 5 months ago
- Materials for conference talks and workshops☆28Updated 8 months ago
- A novel approach for synthesizing tabular data using pretrained large language models☆271Updated 3 months ago
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆43Updated 2 years ago
- ☆17Updated 2 years ago
- Code for the AISTATS 2024 Paper "From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictiv…☆19Updated 7 months ago
- A Natural Language Interface to Explainable Boosting Machines☆59Updated 2 months ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆161Updated last year
- An unsupervised feature selection technique using supervised algorithms such as XGBoost☆87Updated 8 months ago
- Feature engineering package with sklearn like functionality☆47Updated 2 weeks ago
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift☆29Updated 3 years ago
- Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics☆39Updated last year
- ☆29Updated last year
- Metrics to evaluate quality and efficacy of synthetic datasets.☆201Updated this week
- Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs☆41Updated last year
- A library of Reversible Data Transforms☆117Updated this week
- Deep Learning and XAI Techniques for Anomaly Detection, published by Packt☆35Updated 11 months ago
- Implementation of various Machine learning and MLOps applications/tutorials used within my Medium blog.☆10Updated last year
- An introduction to conformal prediction☆16Updated 7 months ago
- Frouros: an open-source Python library for drift detection in machine learning systems.☆184Updated 3 weeks ago
- Python implementation of binary and multi-class Venn-ABERS calibration☆122Updated last week