Create README.md

Author: gan3sh500

README.md

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+## MixMatch: A Holistic Approach to Semi-Supervised Learning
+A Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning [[paper](https://arxiv.org/pdf/1905.02249.pdf)].
+## TO-DO
+* Add training code for CIFAR10 with WideResnet28 from [here](https://github.com/meliketoy/wide-resnet.pytorch/blob/master/networks/wide_resnet.py).
+
+## Dependancies
+```
+pip install <pytorch-latest.whl url>
+```
+
+To use this layer:
+```
+from layer import mixmatch, MixMatchLoss
+```