omidbazgirTTU / REFINEDLinks
This repository is made to share the REFINED (Representation of Features as Images with NEighborhood Dependencies)
☆21Updated 4 years ago
Alternatives and similar repositories for REFINED
Users that are interested in REFINED are comparing it to the libraries listed below
Sorting:
- Image Generator for Tabular Data (IGTD): Converting Tabular Data to Images for Deep Learning Using Convolutional Neural Networks☆166Updated last year
- A python implementation of the DeepInsight methodology.☆170Updated last month
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 3 years ago
- Shared Nearest Neighbor Clustering Algorithm: Implementation and Evaluation☆31Updated 5 years ago
- A toy example of VAE-regression network☆72Updated 5 years ago
- Python/R library for feature selection in neural nets. ("Feature selection using Stochastic Gates", ICML 2020)☆108Updated 3 years ago
- ☆12Updated 2 years ago
- Dynamic-DeepHit: A Deep Learning Approach for Dynamic Survival Analysis With Competing Risks Based on Longitudinal Data☆81Updated 4 years ago
- A tool to convert tabular data into images, in order to be used by CNNs Inspired by the "DeepInsight" paper.☆25Updated 7 months ago
- Codebase for VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain - NeurIPS 2020☆148Updated 4 years ago
- Feature selection in neural networks☆240Updated 10 months ago
- Implementation of DeepSurv using Keras☆52Updated 2 years ago
- Training neural networks in PyTorch☆27Updated last year
- Experimental evaluation and comparison of multi-omics data integration methods for cancer subtyping☆14Updated 4 years ago
- A methodology to transform a non-image data to an image for convolution neural network architecture☆33Updated 3 years ago
- Python3 binding to mRMR Feature Selection algorithm (currently not maintained)☆141Updated 8 months ago
- A Pytorch implementation of missing data imputation using optimal transport.☆102Updated 4 years ago
- An implementation of Consensus clustering in Python☆62Updated last year
- ☆16Updated last year
- End-to-end deep learning model for low dimensional latent space extraction and multi-class classification on multi-omics datasets.☆34Updated 4 years ago
- Missing Data Imputation for Python☆244Updated last year
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆186Updated 3 years ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆56Updated last year
- Deep Feature Selection using Teacher Student Network☆43Updated 6 years ago
- Discrete-Time Survival Model for Neural Networks☆92Updated last year
- Deep Learning-based Clustering Approaches for Bioinformatics☆140Updated 4 years ago
- This repository provides the dataset and code of Interpretable machine learning prediction of all-cause mortality.☆23Updated 2 years ago
- Deep survival analysis made easy☆149Updated this week
- DeepHit: A Deep Learning Approach to Survival Analysis with Competing Risks☆208Updated 6 months ago
- Variational Autoencoder and Classifier hybrid☆29Updated 6 years ago