Update README.md

MarkTuddenham · May 9, 2022 · ea9e841 · ea9e841
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 # Orthogonalised Optimisers
 
-### Anonymised Repo
-If you're looking at the anonymised repo then you can't clone/download it.
-However, you can just download the relevant files individually:
-
-```bash
-mkdir -p Orthogonal-Optimisers
-cd Orthogonal-Optmiser
-mkdir src/orth_optim
-wget https://anonymous.4open.science/api/repo/Orthogonal-Optimisers/file/setup.py
-wget https://anonymous.4open.science/api/repo/Orthogonal-Optimisers/file/src/orth_optim/__init__.py -O src/orth_optim/__init__.py
-```
+Code for [Orthogonalising gradients to speed up neural network optimisation](https://arxiv.org/abs/2202.07052)
 
 ## Install  package
 ```bash