Update README.md

README.md

@@ -3,10 +3,10 @@
 Swift AI is a high-performance deep learning library written entirely in Swift. We currently offer support for all Apple platforms, with Linux support coming soon.
 
 ## Tools
-Swift AI includes a collection of common tools used for deep learning and artificial intelligence applications:
+Swift AI includes a collection of common tools used for artificial intelligence and scientific applications:
 
  - [x] [NeuralNet](https://github.com/Swift-AI/NeuralNet)
-    * A flexible, fully-connected neural network with support for deep learning.
+    * A flexible, fully-connected neural network with support for deep learning
  - [ ] Convolutional Neural Network
  - [ ] Recurrent Neural Network
  - [ ] Genetic Algorithm Library
@@ -17,11 +17,14 @@ Swift AI includes a collection of common tools used for deep learning and artifi
 We've created some example projects to demonstrate the usage of Swift AI. Each resides in their own repository and can be built with little or no configuration:
 
  - [NeuralNet-MNIST](https://github.com/Swift-AI/NeuralNet-MNIST)
-    * A [NeuralNet](https://github.com/Swift-AI/NeuralNet) training example for the [MNIST](http://yann.lecun.com/exdb/mnist/) handwriting database.
+    * A [NeuralNet](https://github.com/Swift-AI/NeuralNet) training example for the [MNIST](http://yann.lecun.com/exdb/mnist/) handwriting database
+    * Trains a neural network to recognize handwritten digits
     * Built for macOS
 
 ## Usage
-Each module now contains its own documentation. If you notice anything that needs updating, please let us know!
+Each module now contains its own documentation. We recommend that you read the docs carefully for detailed instructions on using the various components of Swift AI.
+
+The example projects are another great resource for seeing real-world usage of these tools.
 
 ## People Using Swift AI
 - [SwiftOCR](https://github.com/garnele007/SwiftOCR)
@@ -42,6 +45,6 @@ Contributions to the project are welcome. We simply ask that you strive to maint
 If you have a question about this library or are looking for guidance, we recommend [opening an issue](https://github.com/Swift-AI/Swift-AI/issues/new) so a member of the community can help!
 
 ## Donating
-Your donation to Swift AI will help us continue building excellent open-source tools. All contributions appreciated!
+Your donation to Swift AI will help us continue building excellent open-source tools. All contributions are appreciated!
 
 [![Donate](https://github.com/Swift-AI/Swift-AI/blob/master/SiteAssets/DonateButton.png?raw=true)](https://www.paypal.com/cgi-bin/webscr?cmd=_donations&business=3FCBZ7MXZJFG2&lc=US&item_name=Swift%20AI&currency_code=USD&bn=PP%2dDonationsBF%3aDonateButton%2epng%3fraw%3dtrue%3aNonHosted)