Update readme.md

readme.md

@@ -3,9 +3,15 @@
 
 # [LabML Neural Networks](https://lab-ml.com/labml_nn/index.html)
 
-This is a collection of simple PyTorch implementation of various
-neural network architectures and layers.
-We will keep adding to this.
+This is a collection of simple PyTorch implementations of
+neural networks and related algorithms.
+These implementations are documented with explanations,
+and the [website](https://lab-ml.com/labml_nn/index.html)
+renders these as side-by-side formatted notes.
+We believe these would help you understand these algorithms better.
+
+We are actively maintaining this repo and adding new 
+implementations.
 
 ## Modules
 
@@ -62,4 +68,4 @@ If you use LabML for academic research, please cite the library using the follow
  year = {2020},
  url = {https://lab-ml.com/},
 }
-```
+```
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