ersilia-os / chempfnLinks
Ensemble-based, size-agnostic wrapper for the TabPFN classifier
☆33Updated last year
Alternatives and similar repositories for chempfn
Users that are interested in chempfn are comparing it to the libraries listed below
Sorting:
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆163Updated last year
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆19Updated 4 months ago
- Tabular In-Context Learning☆84Updated 5 months ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆64Updated last year
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆156Updated last month
- ☆49Updated last year
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆165Updated this week
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆77Updated 2 months ago
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆49Updated 2 weeks ago
- Interpretable ML for TabPFN☆36Updated 3 weeks ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆161Updated last year
- ☆22Updated last year
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆24Updated 2 months ago
- A repo for transfer learning with deep tabular models☆104Updated 2 years ago
- ⚡ Easy API access to the tabular foundation model TabPFN ⚡☆187Updated last week
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆54Updated last week
- A Living Benchmark for Machine Learning on Tabular Data☆108Updated this week
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆67Updated 2 years ago
- Mambular is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and dis…☆250Updated this week
- A framework for prototyping and benchmarking imputation methods☆190Updated 2 years ago
- TorchDR - PyTorch Dimensionality Reduction☆140Updated 2 weeks ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆86Updated 2 years ago
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆65Updated 2 years ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆139Updated 4 months ago
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆92Updated last month
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆48Updated 3 years ago
- ☆23Updated last month
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Updated 2 years ago
- ML models + benchmark for tabular data classification and regression☆234Updated 2 weeks ago
- Code for finetuning TabPFN on one downstream tabular dataset.☆71Updated 2 months ago