andreimargeloiu / TabEBMLinks
Official implementation of "TabEBM: A Tabular Data Augmentation Method with Class-Specific Energy-Based Models", NeurIPS 2024
☆22Updated 5 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☆106Updated 10 months ago
- ☆11Updated 3 years ago
- (Conditional) Independence testing & Markov blanket feature selection using k-NN mutual information and conditional mutual information es…☆31Updated 5 years ago
- ☆18Updated last year
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆53Updated 4 months ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆39Updated 4 months ago
- A repository for reproducing the results in Selection by Prediction paper☆16Updated 3 years ago
- Simplicial neural network benchmarking software☆17Updated 3 years ago
- Implementations of methods proposed in the paper "Conformal Prediction Sets for Graph Neural Networks"☆15Updated 2 years ago
- Posterior Refinement Improves Sample Efficiency in Bayesian Neural Networks☆10Updated 3 years ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆164Updated 5 months ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆75Updated 3 years ago
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆23Updated 10 months ago
- ☆11Updated 4 months ago
- Interpretable ML for TabPFN☆46Updated 6 months ago
- Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)☆22Updated 2 years ago
- The official source code to: Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition (AISTATS'23)☆11Updated 2 years ago
- Bayesian optimization with conformal coverage guarantees☆29Updated 3 years ago
- ☆11Updated 5 months ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆305Updated 2 months ago
- Official repository for Cell Attention Networks☆14Updated 2 years ago
- A package for conformal prediction with conditional guarantees.☆67Updated 3 months ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆177Updated last year
- Supplementary code for the AISTATS 2021 paper "Matern Gaussian Processes on Graphs".☆54Updated 2 months ago
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆47Updated 3 years ago
- Python functions to compute multiparameter persistence landscapes from a RIVET file☆14Updated last year
- Our maintained PFN repository. Come here to train SOTA PFNs.☆132Updated 2 weeks ago
- Implementation of multi-output conformal regression methods☆13Updated 4 months ago
- ☆48Updated last year
- ☆22Updated last year