automl / ifBOLinks
In-context Bayesian Optimization
☆16Updated 3 weeks ago
Alternatives and similar repositories for ifBO
Users that are interested in ifBO are comparing it to the libraries listed below
Sorting:
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆35Updated 2 months ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆121Updated 2 months ago
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆176Updated last year
- A Living Benchmark for Machine Learning on Tabular Data☆152Updated last week
- [NeurIPS DBT 2021] HPO-B☆39Updated last month
- Tabular In-Context Learning☆99Updated 9 months ago
- A Playground for Tabular Foundation Models☆41Updated this week
- Surrogate benchmarks for HPO problems☆29Updated 6 months ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆88Updated 2 years ago
- An interactive framework to visualize and analyze your AutoML process in real-time.☆92Updated last week
- xRFM: Accurate, scalable, and interpretable feature learning models for tabular data☆32Updated this week
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆173Updated last year
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆245Updated 2 weeks ago
- [ICLR 2021] Few Shot Bayesian Optimization☆21Updated 3 years ago
- ☆17Updated last year
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆45Updated 2 years ago
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆46Updated 3 years ago
- Collection of hyperparameter optimization benchmark problems☆157Updated 6 months ago
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆66Updated this week
- Neural Pipeline Search (NePS): Helps deep learning experts find the best neural pipeline.☆78Updated this week
- Conformalized Quantile Regression☆296Updated 3 years ago
- Code accompanying https://arxiv.org/abs/1802.02219☆18Updated 3 years ago
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆21Updated 8 months ago
- ☆22Updated last year
- Probabilistic prediction with XGBoost.☆120Updated 8 months ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆96Updated 5 months ago
- Standalone implementation of RealMLP-TD-S and its data preprocessing for tabular data classification and regression☆30Updated last year
- Beta calibration☆30Updated last year
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆84Updated 6 months ago
- A learning curve benchmark on OpenML data☆32Updated last year