Alternatives and similar repositories for pydts:

Users that are interested in pydts are comparing it to the libraries listed below

• vanderschaarlab / temporai
  TemporAI: ML-centric Toolkit for Medical Time Series
  ☆114Updated last year
• RyanWangZf / SurvTRACE
  SurvTRACE: Transformers for Survival Analysis with Competing Events
  ☆49Updated last year
• MI2DataLab / survshap
  SurvSHAP(t): Time-dependent explanations of machine learning survival models
  ☆84Updated last year
• vanderschaarlab / survivalgan
  SurvivalGAN: Generating Time-to-Event Data for Survival Analysis
  ☆27Updated 2 years ago
• MLD3 / FIDDLE-experiments
  Experiments applying FIDDLE on MIMIC-III and eICU. https://doi.org/10.1093/jamia/ocaa139
  ☆24Updated 2 years ago
• hrossman / pymsm
  ☆47Updated 2 years ago
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆75Updated 7 months ago
• HPIMS / phe2vec
  Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records
  ☆24Updated 4 years ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆132Updated 2 years ago
• georgehc / dksa
  Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals
  ☆13Updated 3 years ago
• mmcdermott / MEDS_transforms
  A simple set of MEDS polars-based ETL and transformation functions
  ☆29Updated this week
• david-rundel / tabpfn_iml
  Interpretable ML for TabPFN
  ☆25Updated 11 months ago
• i6092467 / vadesc
  A probabilistic model to cluster survival data in a variational deep clustering setting
  ☆30Updated 2 years ago
• mmcdermott / MIMICIV_FMs_public
  Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.
  ☆16Updated last year
• deepmedicine / Targeted-BEHRT
  Targeted-BEHRT: Deep Learning for Observational Causal Inference on Longitudinal Electronic Health Records
  ☆20Updated 2 years ago
• layer6ai-labs / DuETT
  Code for "DuETT: Dual Event Time Transformer for Electronic Health Records"
  ☆22Updated last year
• landiisotta / convae_architecture
  ☆39Updated 3 years ago
• google / ehr-predictions
  ☆101Updated 3 years ago
• ratschlab / circEWS
  circEWS public code
  ☆68Updated 5 months ago
• rvandewater / YAIB
  🧪Yet Another ICU Benchmark: a holistic framework for the standardization of clinical prediction model experiments. Provide custom datase…
  ☆66Updated last week
• vanderschaarlab / autoprognosis
  A system for automating the design of predictive modeling pipelines tailored for clinical prognosis.
  ☆140Updated 2 weeks ago
• lanyexiaosa / brltm
  python code for BRLTM model
  ☆13Updated 4 years ago
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆108Updated last year
• BorgwardtLab / mgp-tcn
  Sepsis Prediction on MIMIC
  ☆71Updated 3 years ago
• vanderschaarlab / synthetic-data-lab
  A repository containing the materials required to complete the "AAAI Lab for Innovative Uses of Synthetic Data". This includes tutorials …
  ☆12Updated 7 months ago
• EmmaRocheteau / TPC-LoS-prediction
  This repository contains the code used for Temporal Pointwise Convolutional Networks for Length of Stay Prediction in the Intensive Care …
  ☆77Updated last year
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆92Updated 10 months ago
• havakv / torchtuples
  Training neural networks in PyTorch
  ☆27Updated last year
• vanderschaarlab / hyperimpute
  A framework for prototyping and benchmarking imputation methods
  ☆179Updated 2 years ago
• penfever / TuneTables
  TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.
  ☆18Updated last week