diff --git a/README.md b/README.md index 5546fff..aa18648 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ The MNIST-1D Dataset ======= -[Blog post](https://greydanus.github.io/2020/12/01/scaling-down/) | [Paper](https://arxiv.org/abs/2011.14439v4) | [GitHub](https://github.com/greydanus/mnist1d) +[Blog post](https://greydanus.github.io/2020/12/01/scaling-down/) | [Paper](https://arxiv.org/abs/2011.14439) | [GitHub](https://github.com/greydanus/mnist1d) Most machine learning models get around the same ~99% test accuracy on MNIST. The dataset in this repo, MNIST-1D, is 20x smaller and does a better job of separating between models with/without nonlinearity and models with/without spatial inductive biases.