AI-sandbox / HyperFastLinks
HyperFast : Instant Classification for Tabular Data
☆76Updated last month
Alternatives and similar repositories for HyperFast
Users that are interested in HyperFast are comparing it to the libraries listed below
Sorting:
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆176Updated last year
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆312Updated last month
- Tabular In-Context Learning☆101Updated 9 months ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆261Updated 3 weeks ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆206Updated 2 months ago
- A novel approach for synthesizing tabular data using pretrained large language models☆335Updated 3 weeks ago
- A Living Benchmark for Machine Learning on Tabular Data☆165Updated last week
- ☆500Updated last year
- A repo for transfer learning with deep tabular models☆105Updated 2 years ago
- The pioneering neural network surpassing extremely-tuned XGboost and Catboost on varied tabular datasets.☆68Updated last year
- (ICLR 2025 Spotlight) TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks☆84Updated 6 months ago
- Experiments on Tabular Data Models☆281Updated 2 years ago
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆393Updated 8 months ago
- A framework for prototyping and benchmarking imputation methods☆194Updated 2 years ago
- Tabular Deep Learning Library for PyTorch☆758Updated this week
- Inference code for "TabDPT: Scaling Tabular Foundation Models on Real Data"☆66Updated last week
- Research on Tabular Foundation Models☆67Updated last year
- relplot: Utilities for measuring calibration and plotting reliability diagrams☆175Updated last month
- Repository for CARTE: Context-Aware Representation of Table Entries☆161Updated 4 months ago
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆460Updated 4 years ago
- Ensemble-based, size-agnostic wrapper for the TabPFN classifier☆33Updated last year
- (ICLR 2024) GRANDE: Gradient-Based Decision Tree Ensembles☆98Updated last week
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆150Updated 3 years ago
- A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.☆242Updated 5 months ago
- Generating and Imputing Tabular Data via Diffusion and Flow XGBoost Models☆174Updated last year
- Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation☆230Updated last week
- Community extensions for TabPFN - the foundation model for tabular data. Built with TabPFN! 🤗☆233Updated this week
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆270Updated 3 months ago
- ML models + benchmark for tabular data classification and regression☆313Updated last week
- [NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets☆88Updated 2 years ago