Alternatives and similar repositories for synthetic-data-lab

Users that are interested in synthetic-data-lab are comparing it to the libraries listed below

• mlhcmit / recitations
  Here we will post recitation materials.
  ☆9Updated 5 years ago
• HPIMS / phe2vec
  Phe2vec: Automated Disease Phenotyping based on Unsupervised Embeddings from Electronic Health Records
  ☆24Updated 4 years ago
• clinicalml / omop-learn
  Python package for machine learning for healthcare using a OMOP common data model
  ☆110Updated 2 years ago
• vanderschaarlab / survivalgan
  SurvivalGAN: Generating Time-to-Event Data for Survival Analysis
  ☆27Updated 2 years ago
• beaunorgeot / MI-CLAIM
  A community repository for MI_CLAIM (Minimum Information for CLinical AI Modeling) reporting standards
  ☆23Updated 4 years ago
• chelseaparlett / CPSC393ParlettPelleriti
  ☆107Updated last year
• andrewwlong / odsc_workshop
  Clinical NLP workshop for ODSC
  ☆39Updated 5 years ago
• ahmedmalaa / AutoPrognosis
  Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.
  ☆56Updated 4 years ago
• MLD3 / FIDDLE
  FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algo…
  ☆95Updated 2 weeks ago
• MI2DataLab / survshap
  SurvSHAP(t): Time-dependent explanations of machine learning survival models
  ☆89Updated last year
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆80Updated 10 months ago
• mlhcmit / psets
  Consolidate all problem sets into one repo
  ☆16Updated 4 months ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆132Updated 2 years ago
• max-little / GRAPL
  GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference
  ☆81Updated 6 months ago
• landiisotta / convae_architecture
  ☆40Updated 3 years ago
• Graphlet-AI / graphml-class
  Full Stack Graph Machine Learning: Theory, Practice, Tools and Techniques
  ☆77Updated 5 months ago
• mlhcmit / edx-materials
  Contains public materials for students enrolled in MITx: 6.871x, Machine Learning for Healthcare
  ☆20Updated 4 years ago
• som-shahlab / ehr_ml
  Code for doing machine learning with various EHRs
  ☆21Updated 2 years ago
• AlxndrMlk / blogs-code
  Code for blog posts.
  ☆19Updated last year
• baowaly / SynthEHR
  ☆39Updated 6 years ago
• sergeyf / SmallDataBenchmarks
  Small Dataset Benchmarks on the Dataset of Datasets UCI++
  ☆89Updated 2 years ago
• chiragnagpal / deep_cox_mixtures
  Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021
  ☆29Updated 2 years ago
• chl8856 / survITE
  SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data
  ☆19Updated 3 years ago
• tong-wu-umn / ME2Vec
  Source code of ME2Vec.
  ☆14Updated 2 years ago
• deepmedicine / BEHRT
  Code for BEHRT: Transformer for Electronic Health Records
  ☆111Updated 2 years ago
• MLBazaar / Cardea
  An open source automl library for using machine learning in healthcare.
  ☆119Updated last year
• som-shahlab / ehr-rwe
  Weak supervision methods for extracting real world evidence from EHRs
  ☆34Updated 5 years ago
• nhsx / SynthVAE
  Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics
  ☆44Updated 2 years ago
• lucazav / binclass-tools
  The binclass-tools package contains a set of Python wrappers and interactive plots that facilitate the analysis of binary classification …
  ☆76Updated 2 years ago
• interpretml / TalkToEBM
  A Natural Language Interface to Explainable Boosting Machines
  ☆67Updated last year