rajesh-lab / ddlkLinks
Deep direct likelihood knockoffs
☆12Updated 4 years ago
Alternatives and similar repositories for ddlk
Users that are interested in ddlk are comparing it to the libraries listed below
Sorting:
- ☆22Updated 2 years ago
- Local explanations with uncertainty 💐!☆41Updated 2 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆33Updated 2 years ago
- The first GANs-based omics-to-omics translation framework☆13Updated 2 years ago
- A new mini-batch framework for optimal transport in deep generative models, deep domain adaptation, approximate Bayesian computation, col…☆36Updated 2 years ago
- A Pytorch implementation of missing data imputation using optimal transport.☆105Updated 4 years ago
- Joint variational Autoencoders for Multimodal Imputation and Embedding (JAMIE)☆28Updated 3 months ago
- PyTorch implementation of FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence☆12Updated 4 years ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- Codebase for SEFS: Self-Supervision Enhanced Feature Selection with Correlated Gates☆24Updated 2 years ago
- A Variational Information Bottleneck Approach to Multi-Omics Data Integration☆24Updated 4 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Updated 3 years ago
- A toolkit for developing foundation models using Electronic Health Record (EHR) data.☆46Updated this week
- Deep Large-Scale Inference UsingKnockoffs☆11Updated 4 years ago
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆23Updated 2 years ago
- Official PyTorch implementation of 🏁 MFCVAE 🏁: "Multi-Facet Clustering Variatonal Autoencoders (MFCVAE)" (NeurIPS 2021). A class of var…☆40Updated 2 years ago
- Implementation of "Evidential Deep Learning to Quantify Classification Uncertainty" proposing a method to quantify uncertainty in a neura…☆30Updated 2 years ago
- The official codebase for Predictive Inference with Feature Conformal Prediction☆37Updated 2 years ago
- ☆10Updated 3 years ago
- C-Mixup for NeurIPS 2022☆73Updated last year
- My implementation of https://arxiv.org/abs/1910.02600 in pytorch. Based on https://github.com/aamini/evidential-deep-learning☆10Updated 4 years ago
- [NeurIPS 2023] Official codes of "MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data"☆30Updated 5 months ago
- ☆38Updated 5 years ago
- TabMap for high-performance tabular data analysis - Nature BME☆16Updated 11 months ago
- ☆16Updated 4 years ago
- C-GMVAE: Gaussian Mixture VAE with Contrastive Learning for Multi-Label Classification☆56Updated 2 years ago
- DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks☆58Updated 2 months ago
- ☆18Updated 2 years ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 3 years ago
- ☆35Updated 2 months ago