Add readme

Author: ikostrikov2

README.md

@@ -0,0 +1,17 @@
+# Intro
+
+PyTorch implementation of [Learning to learn by gradient descent by gradient descent](https://arxiv.org/abs/1606.04474).
+
+## Run
+
+```bash
+python main.py
+```
+
+### TODO
+- [x] Initial implementation
+- [x] Toy data
+- [x] LSTM updates
+- [ ] Compare with standard optimizers
+- [ ] Real data
+- [ ] More difficult models

main.py

@@ -41,8 +41,7 @@
  # Reset lstm values of the meta optimizer
  meta_optimizer.reset_lstm()
 
- x, y = get_batch(args.batch_size
-)
+ x, y = get_batch(args.batch_size)
  x, y = Variable(x), Variable(y)
 
  # Compute initial loss of the model