andreimargeloiu / TabEBMLinks
Official implementation of "TabEBM: A Tabular Data Augmentation Method with Class-Specific Energy-Based Models", NeurIPS 2024
☆19Updated 2 months ago
Alternatives and similar repositories for TabEBM
Users that are interested in TabEBM are comparing it to the libraries listed below
Sorting:
- Tabular In-Context Learning☆93Updated 8 months ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆227Updated 2 months ago
- (Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information es…☆31Updated 5 years ago
- Interpretable ML for TabPFN☆40Updated 4 months ago
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆51Updated 2 months ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆174Updated last year
- Implementation of multi-output conformal regression methods☆11Updated last month
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆21Updated 7 months ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆157Updated 3 months ago
- Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.☆77Updated this week
- ☆18Updated 2 years ago
- Implementations of methods proposed in the paper "Conformal Prediction Sets for Graph Neural Networks"☆15Updated 2 years ago
- Adaptive Conformal Prediction Intervals (ACPI) is a Python package that enhances the Predictive Intervals provided by the split conformal…☆30Updated 2 years ago
- ☆11Updated 2 months ago
- ☆16Updated last year
- ☆22Updated last year
- The official source code to: Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition (AISTATS'23)☆11Updated 2 years ago
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆61Updated last month
- Our maintained PFN repository. Come here to train SOTA PFNs.☆120Updated last month
- A repository for reproducing the results in Selection by Prediction paper☆15Updated 3 years ago
- A package for conformal prediction with conditional guarantees.☆67Updated last month
- Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)☆20Updated 2 years ago
- Ensemble-based, size-agnostic wrapper for the TabPFN classifier☆33Updated last year
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆35Updated 2 months ago
- ☆11Updated last month
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆10Updated 3 years ago
- ☆48Updated 10 months ago
- Official repository for Cell Attention Networks☆14Updated last year
- Eastern European Machine Learning Summer School (EEML) Workshop Series 2022. Tutorial on Causality for the Serbian Machine Learning Works…☆21Updated 3 years ago
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆83Updated 5 months ago