nhsx / skunkworks-synthetic-dataLinks
A pipeline for generating and evaluating synthetic data generation models. Currently using SynthVAE to demonstrate functionality. Read more about the project here: https://nhsx.github.io/skunkworks/synthetic-data-pipeline
☆25Updated 3 years ago
Alternatives and similar repositories for skunkworks-synthetic-data
Users that are interested in skunkworks-synthetic-data are comparing it to the libraries listed below
Sorting:
- Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics☆46Updated 2 years ago
- Exploratory repository to study predictive survival analysis models☆37Updated 2 years ago
- A fast and frugal tree classifier for sklearn☆15Updated 3 weeks ago
- NHS AI Lab Skunkworks project: Bed Allocation☆25Updated 3 years ago
- A grammar of data manipulation for pandas inspired by tidyverse☆102Updated last year
- How to use SHAP values for better cluster analysis☆59Updated 3 years ago
- NHS England PhD Internship Projects Pages☆19Updated last week
- Editing machine learning models to reflect human knowledge and values☆126Updated 2 years ago
- A scikit-learn compatible estimator based on business-rules with interactive dashboard included☆28Updated 4 years ago
- Competing Risks and Survival Analysis☆107Updated 2 weeks ago
- A more flexible alternative to scikit-learn Pipelines☆38Updated 3 months ago
- ForML - A development framework and MLOps platform for the lifecycle management of data science projects☆106Updated 2 years ago
- Talks / presentations / tutorials about Fairlearn and fairness in ML☆22Updated 3 years ago
- Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.☆58Updated this week
- Effector - a Python package for global and regional effect methods☆116Updated 2 months ago
- Resources for Survival Analysis☆97Updated 3 months ago
- Prototype search engine for ONS bulletins☆24Updated last year
- ☆63Updated 10 months ago
- Materials for Turing's Research Data Science course☆32Updated 2 years ago
- Using SimPy to create OB patient flow models☆26Updated 2 years ago
- Code for blog posts.☆20Updated last year
- ☆45Updated last year
- Tutorial for implementing data validation in data science pipelines☆33Updated 3 years ago
- Causal Inference Using Quasi-Experimental Methods☆20Updated 4 years ago
- Data Scientist code test☆19Updated 5 years ago
- DataFrame support for scikit-learn.☆63Updated 3 weeks ago
- Documentation for the DALEX project☆36Updated last year
- 🥄✨Time-series Benchmark methods that are Simple and Probabilistic☆41Updated last year
- Python port of "Common statistical tests are linear models" by Jonas Kristoffer Lindeløv.☆95Updated last year
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆51Updated 2 years ago