ersilia-os / chempfn
Ensemble-based, size-agnostic wrapper for the TabPFN classifier
☆30Updated 9 months ago
Alternatives and similar repositories for chempfn:
Users that are interested in chempfn are comparing it to the libraries listed below
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆15Updated 2 months ago
- Tabular In-Context Learning☆42Updated last week
- ☆142Updated 10 months ago
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆66Updated this week
- Interpretable ML for TabPFN☆21Updated 10 months ago
- ☆20Updated 10 months ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆58Updated 8 months ago
- ML models + benchmark for tabular data classification and regression☆75Updated 2 weeks ago
- ☆43Updated 6 months ago
- TabDPT: Scaling Tabular Foundation Models☆25Updated 2 weeks ago
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆80Updated last year
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆40Updated 2 months ago
- Compare and ensemble models without retraining☆46Updated this week
- TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆62Updated 3 months ago
- Revisiting Pretrarining Objectives for Tabular Deep Learning☆63Updated 2 years ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆148Updated 6 months ago
- ☆67Updated 2 months ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆103Updated 3 weeks ago
- Our maintained PFN repository. Come here to train SOTA PFNs.☆61Updated 2 weeks ago
- Beta calibration☆28Updated last year
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆22Updated last year
- A repo for transfer learning with deep tabular models☆102Updated 2 years ago
- Zero-shot Time Series Forecasting with TabPFN (work accepted at NeurIPS 2024 TRL and TSALM workshops)☆95Updated 3 weeks ago
- Benchmark time series data sets for PyTorch☆34Updated last year
- [AAAI 24] GradTree: Gradient-Based Axis-Aligned Decision Trees☆13Updated 5 months ago
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆43Updated 2 years ago
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆143Updated 2 years ago
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆21Updated 4 months ago
- ☆23Updated 4 months ago