Alternatives and similar repositories for scikit-longitudinal

Users that are interested in scikit-longitudinal are comparing it to the libraries listed below

• interpretml / FasterRisk
  Create sparse and accurate risk scoring systems!
  ☆44Updated last year
• MI2DataLab / survshap
  SurvSHAP(t): Time-dependent explanations of machine learning survival models
  ☆95Updated last year
• autonlab / auton-survival
  Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Even…
  ☆352Updated last year
• simonprovost / Auto-Sklong
  ☂️ Auto-Scikit-Longitudinal (Auto-Sklong) is an automated machine learning (AutoML) library designed to analyse longitudinal data (Classi…
  ☆44Updated 4 months ago
• vanderschaarlab / synthcity
  A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
  ☆625Updated 5 months ago
• vanderschaarlab / autoprognosis
  A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
  ☆167Updated 8 months ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆132Updated 3 years ago
• Califrais / flash
  A generalized joint model for high-dimensional multivariate longitudinal data and censored durations
  ☆13Updated last year
• vanderschaarlab / hyperimpute
  A framework for prototyping and benchmarking imputation methods
  ☆195Updated 2 years ago
• iancovert / sage
  For calculating global feature importance using Shapley values.
  ☆282Updated last week
• KenSciResearch / fairMLHealth
  Healthcare-specific tools for bias analysis
  ☆39Updated 2 years ago
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆86Updated last year
• vanderschaarlab / temporai
  TemporAI: ML-centric Toolkit for Medical Time Series
  ☆126Updated 2 years ago
• Novartis / torchsurv
  Deep survival analysis made easy
  ☆169Updated last week
• Medical-Event-Data-Standard / meds_etl
  A collection of ETLs from common data formats to Medical Event Data Standard
  ☆37Updated 4 months ago
• ErikinBC / SurvSet
  ☆59Updated 6 months ago
• soda-inria / carte
  Repository for CARTE: Context-Aware Representation of Table Entries
  ☆161Updated 4 months ago
• hrossman / pymsm
  ☆53Updated 3 years ago
• chiragnagpal / deep_cox_mixtures
  Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021
  ☆29Updated 3 years ago
• eth-mds / ricu
  🏥 ICU data with R 🏥
  ☆51Updated 3 months ago
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆39Updated 3 weeks ago
• e-delaney / Instance-Based_CFE_TSC
  This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classi…
  ☆22Updated 4 years ago
• RyanWangZf / SurvTRACE
  SurvTRACE: Transformers for Survival Analysis with Competing Events
  ☆60Updated 2 years ago
• neurodata / treeple
  Scikit-learn compatible decision trees beyond those offered in scikit-learn
  ☆85Updated last week
• paidamoyo / counterfactual_survival_analysis
  ACM CHIL 2021: "Enabling Counterfactual Survival Analysis with Balanced Representations"
  ☆12Updated 4 years ago
• flemmerich / pysubgroup
  ☆70Updated last month
• som-shahlab / meds_reader
  A high-performance database and Python reader interface for MEDS datasets
  ☆19Updated 2 months ago
• Jeanselme / DynamicDeepHit
  Dynamic Deep Hit - Pytorch implementation
  ☆29Updated 3 weeks ago
• scikit-adaptation / skada
  Domain adaptation toolbox compatible with scikit-learn and pytorch
  ☆145Updated last week
• AmsterdamUMC / AmsterdamUMCdb
  AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
  ☆192Updated last month