pyg-team / pytorch-frameLinks
Tabular Deep Learning Library for PyTorch
☆762Updated this week
Alternatives and similar repositories for pytorch-frame
Users that are interested in pytorch-frame are comparing it to the libraries listed below
Sorting:
- RelBench: Relational Deep Learning Benchmark☆334Updated this week
- ☆501Updated last year
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆206Updated 2 months ago
- Enterprise graph machine learning framework for billion-scale graphs for ML scientists and data scientists.☆449Updated last week
- (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning☆396Updated 8 months ago
- A novel approach for synthesizing tabular data using pretrained large language models☆339Updated last month
- The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"☆315Updated last month
- Code for "TabZilla: When Do Neural Nets Outperform Boosted Trees on Tabular Data?"☆176Updated last year
- Experiments on Tabular Data Models☆281Updated 2 years ago
- Tabular In-Context Learning☆103Updated 10 months ago
- Repository for CARTE: Context-Aware Representation of Table Entries☆161Updated 5 months ago
- HyperFast : Instant Classification for Tabular Data☆76Updated last month
- DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and dist…☆284Updated last week
- A framework for prototyping and benchmarking imputation methods☆194Updated 2 years ago
- The official PyTorch implementation of recent paper - SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive …☆460Updated 4 years ago
- Repository for TabICL: A Tabular Foundation Model for In-Context Learning on Large Data☆275Updated last month
- Research on Tabular Deep Learning: Papers & Packages☆1,091Updated last year
- (ICLR 2025) TabM: Advancing Tabular Deep Learning With Parameter-Efficient Ensembling☆925Updated 2 months ago
- A standard framework for modelling Deep Learning Models for tabular data☆1,620Updated 2 weeks ago
- A Python toolbox for conformal prediction research on deep learning models, using PyTorch.☆438Updated 2 months ago
- ML models + benchmark for tabular data classification and regression☆317Updated last week
- Implementation of TabTransformer, attention network for tabular data, in Pytorch☆1,054Updated last week
- Advanced Topics in Artificial Intelligence, NUS CS6208, 2023☆326Updated 2 years ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆272Updated 4 months ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆159Updated 3 years ago
- Python package for conformal prediction☆550Updated 3 months ago
- A Library for Uncertainty Quantification.☆924Updated 8 months ago
- 👋 Puncc is a python library for predictive uncertainty quantification using conformal prediction.☆366Updated last month
- Python library assists deep learning on graphs☆566Updated last month
- Shapley Interactions and Shapley Values for Machine Learning☆666Updated this week