singh-ml / fsnetLinks
☆17Updated 5 years ago
Alternatives and similar repositories for fsnet
Users that are interested in fsnet are comparing it to the libraries listed below
Sorting:
- ☆41Updated 2 years ago
- Python (PyTorch) realization of Deep Feature Selection (Model, Algorithm)☆17Updated 5 years ago
- Feature selection for deep learning models.☆14Updated 5 years ago
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆188Updated 4 years ago
- Post-selection inference based on truncated Gaussians for the HSIC-Lasso feature selection procedure☆10Updated 4 years ago
- Code for "Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference" (NeurIPS Bayesian Deep Learning W…☆24Updated 5 years ago
- Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)☆109Updated 3 years ago
- Online Streaming Feature Selection☆28Updated last month
- Code for MC Dropout and Model Ensembling Uncertainty Estimate experiments☆71Updated 5 years ago
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆23Updated 2 years ago
- ☆62Updated 4 years ago
- ☆122Updated 3 years ago
- A deep clustering algorithm. Code to reproduce results for our paper N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of …☆137Updated 2 years ago
- Pytorch implementation of "Self-boosted Time-series Forecasting with Multi-task and Multi-view Learning" https://arxiv.org/pdf/1909.08181…☆30Updated 6 years ago
- Implementation of the paper "Shapley Explanation Networks"☆89Updated 4 years ago
- CancelOut is a special layer for deep neural networks that can help identify a subset of relevant input features for streaming or static …☆27Updated 5 years ago
- Mutual Information Based Feature Selection in Python☆20Updated last year
- [SDM 2022] Towards Similarity-Aware Time-Series Classification☆83Updated 2 years ago
- Python implementation of QBSO-FS : a Reinforcement Learning based Bee Swarm Optimization metaheuristic for Feature Selection problem.☆59Updated 5 years ago
- Classifier based mutual information, conditional mutual information estimation; conditional independence testing☆35Updated 6 years ago
- Code for "Generalised Interpretable Shapelets for Irregular Time Series"☆57Updated 2 years ago
- Feature selection in neural networks☆249Updated last year
- Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"☆47Updated 3 years ago
- Weight Predictor Networks with Sparse Feature Selection for Small Size Tabular Biomedical Data. Published at AAAI 2023☆19Updated 2 years ago
- Infinite Feature Selection: a Graph-based Feature Filtering Approach☆45Updated last year
- Custom loss functions to use in (mainly) PyTorch.☆39Updated 5 years ago
- pyCausalFS:A Python Library of Causality-based Feature Selection for Causal Structure Learning and Classification☆71Updated 5 years ago
- ICML paper 'High-Quality Prediction Intervals for Deep Learning: A Distribution-Free, Ensembled Approach'☆93Updated 5 years ago
- XCM: An Explainable Convolutional Neural Network for Multivariate Time Series Classification☆49Updated 3 years ago
- Local explanations with uncertainty 💐!☆42Updated 2 years ago