zifanzhu / DeepLINKLinks
Deep Large-Scale Inference UsingKnockoffs
☆11Updated 4 years ago
Alternatives and similar repositories for DeepLINK
Users that are interested in DeepLINK are comparing it to the libraries listed below
Sorting:
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Updated 3 years ago
- ☆18Updated last year
- ☆11Updated 5 months ago
- Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT…☆14Updated 3 years ago
- Code repository for the paper "Towards a Comprehensive Evaluation of Dimension Reduction Methods for Data Visualization"☆14Updated last year
- Tensorflow implementation for the SVGP-VAE model.☆22Updated 4 years ago
- Active learning for optimal intervention design in causal models☆16Updated 2 years ago
- Implementation of multi-output conformal regression methods☆13Updated 3 months ago
- ☆20Updated 3 years ago
- Official implementation of Joint Multidimensional Scaling☆24Updated 2 years ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆27Updated 3 years ago
- Codebase for SEFS: Self-Supervision Enhanced Feature Selection with Correlated Gates☆24Updated 2 years ago
- Personalized Regression☆17Updated 6 years ago
- Code for the paper "End-to-end training of deep probabilistic CCA on paired biomedical observations".☆28Updated 4 years ago
- Code to reproduce the numerical experiments in the paper Domain adaptation under structural causal models by Yuansi Chen and Peter Bühlma…☆18Updated 4 years ago
- Exploring the space of drug combinations to discover synergistic drugs using Active Learning☆24Updated last year
- ☆28Updated 3 years ago
- SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks☆14Updated 2 years ago
- ☆57Updated 7 months ago
- Stable Differentiable Causal Discovery (SDCD)☆25Updated last year
- The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).☆35Updated 4 years ago
- Official Code for the paper: "Composite Feature Selection using Deep Ensembles"☆23Updated 2 years ago
- Learning disentangled representations of single-cell data for high-quality generation☆16Updated last year
- Proximal Optimal Transport Modeling of Population Dynamics (AISTATS 2022)☆22Updated 2 years ago
- Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals☆13Updated 4 years ago
- Code for `BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery`, Neurips 2021☆27Updated 4 years ago
- Differential Robust PCA☆13Updated 3 years ago
- ☆30Updated last year
- DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks☆59Updated 4 months ago
- Codebase for information theoretic shapley values to explain predictive uncertainty.This repo contains the code related to the paperWatso…☆22Updated last year