From 5b47f82d511754e50887d70b1e01883efc47683b Mon Sep 17 00:00:00 2001 From: Adam Foster Date: Thu, 1 Dec 2022 17:32:11 +0000 Subject: [PATCH] Mention versioning --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 349742f..1bf2ffb 100644 --- a/README.md +++ b/README.md @@ -8,6 +8,9 @@ CSuite is a collection of synthetic datasets for benchmarking causal machine lea The data was generated from known hand-crafted structural equation models (SEMs). Different datasets are intended to test different features of causal discovery and inference algorithms. CSuite was originally introduced in [this paper](https://arxiv.org/pdf/2202.02195.pdf). The [data generation code for CSuite](https://github.com/microsoft/causica/blob/main/causica/data_generation/csuite/simulate.py) is publicly available. +## Versioning +CSuite datasets are versioned so that we can amend and add datasets, whilst ensuring backwards compatibility with older versions of the data. Full reproducibility with CSuite requires specifying the correct version. + ## Summary of datasets | Dataset | No. nodes | No. edges | Additive noise model? | Discrete/continuous | ATE benchmarking | CATE benchmarking | Download link |