andreimargeloiu / WPFS
Weight Predictor Networks with Sparse Feature Selection for Small Size Tabular Biomedical Data. Published at AAAI 2023
☆17Updated last year
Alternatives and similar repositories for WPFS:
Users that are interested in WPFS are comparing it to the libraries listed below
- Codebase for SEFS: Self-Supervision Enhanced Feature Selection with Correlated Gates☆23Updated last year
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆22Updated 2 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 2 years ago
- A Pytorch implementation of missing data imputation using optimal transport.☆98Updated 3 years ago
- This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…☆75Updated 2 years ago
- Code of the paper "Neighborhood Contrastive Learning Applied to Online Patient Monitoring"☆23Updated 2 years ago
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆45Updated 2 years ago
- Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)☆107Updated 3 years ago
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆147Updated 4 years ago
- ☆60Updated 4 years ago
- Local explanations with uncertainty 💐!☆39Updated last year
- ☆19Updated last year
- A benchmark for distribution shift in tabular data☆52Updated 10 months ago
- A collection of research materials on SSL for non-sequential tabular data (SSL4NSTD)☆185Updated 2 months ago
- The official implementation of the paper, "SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning"☆143Updated 2 years ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆114Updated last year
- Implementation of SCARF: Self-Supervised Contrastive Learning using Random Feature Corruption in Pytorch, a model learning a representati…☆77Updated last year
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- ☆91Updated 3 years ago
- pyCausalFS：A Python Library of Causality-based Feature Selection for Causal Structure Learning and Classification☆69Updated 4 years ago
- ☆11Updated 6 months ago
- A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.☆24Updated last month
- A repo for transfer learning with deep tabular models☆102Updated 2 years ago
- Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of var…☆41Updated last year
- Interaction Network Contextual Embedding☆15Updated 9 months ago
- A framework for prototyping and benchmarking imputation methods☆180Updated 2 years ago
- Official PyTorch implementation of STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables (ICLR 2023 Spotlight)…☆56Updated 2 years ago
- ☆10Updated 4 years ago
- Python (PyTorch) realization of Deep Feature Selection (Model, Algorithm)☆17Updated 4 years ago
- TCGA Benchmark Tasks for Clinical Attribute Prediction based on Genome☆13Updated 4 years ago