ariercole / Cambridge_COVID-19_ICULinks
Clean repository for the Cambridge COVID-19 ICU simulation
☆12Updated 5 years ago
Alternatives and similar repositories for Cambridge_COVID-19_ICU
Users that are interested in Cambridge_COVID-19_ICU are comparing it to the libraries listed below
Sorting:
- Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series☆132Updated 2 years ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆152Updated 2 years ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated 2 years ago
- ☆18Updated 4 years ago
- Gene Expression Imputation with Generative Adversarial Imputation Nets☆12Updated 2 years ago
- This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …☆79Updated 3 months ago
- Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.☆56Updated 4 years ago
- Deep survival analysis made easy☆149Updated 2 weeks ago
- A probabilistic model to cluster survival data in a variational deep clustering setting☆30Updated 3 years ago
- Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)☆10Updated 3 years ago
- ☆58Updated 2 months ago
- ☆41Updated 3 years ago
- Adjustment Identification Distance: A gadjid for Causal Structure Learning☆10Updated 3 weeks ago
- SurvTRACE: Transformers for Survival Analysis with Competing Events☆56Updated last year
- ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"☆12Updated 4 years ago
- ☆29Updated 3 years ago
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆286Updated 2 years ago
- Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…☆59Updated last year
- ☆16Updated 4 years ago
- GNN with summarization/grouping layer for speed and interpretability☆15Updated 4 years ago
- Code for the paper "Joint Causal Inference from Multiple Contexts" (JMLR 2020)☆16Updated 5 years ago
- ☆11Updated 2 years ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆118Updated last year
- Learning causal or non-causal graphical models using information theory☆31Updated last month
- Repository for the HiRID ICU Benchmark (HiB) project☆58Updated 2 years ago
- Stable Differentiable Causal Discovery (SDCD)☆23Updated last year
- Codebase for "Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series"☆13Updated 4 years ago
- A library for network {reconstruction, distances, dynamics}☆170Updated 2 years ago
- Resources for Machine Learning Explainability☆82Updated 11 months ago
- SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data☆19Updated 3 years ago