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 Neural Network JavaScript library for Coding Train tutorials
 
+## To-Do List
+
+* [x] Redo gradient descent video about
+* [x] Delta weight formulas, connect to "mathematics of gradient" video
+* [x] Implement gradient descent in library / with code
+* [ ] XOR coding challenge
+* [ ] MNIST coding challenge
+* [ ] Support for multiple hidden layers
+* [ ] Support for different activation functions
+* [ ] Combine with ml5 / deeplearnjs
+* [ ] Coding Challenge: the "Hello World" of NN - handwritten number recognition
+
 ## Getting Started
 
 If you're looking for the original source code to match the videos [visit this repo](https://github.com/CodingTrain/Rainbow-Code/tree/master/Courses/natureofcode/10.18-toy_neural_network)
diff --git a/TODO.md b/TODO.md
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-# To-Do List
-
-* [x] Redo gradient descent video about.
-* [x] Delta weight formulas, connect to "mathematics of gradient" video.
-* [x] Implement gradient descent in library / with code.
-* [ ] XOR coding challenge.
-* [ ] MNIST coding challenge.
-* [ ] Support for multiple hidden layers.
-* [ ] Support for different activation functions.
-* [ ] Combine with ml5 / deeplearnjs.
-* [ ] Coding Challenge: the "Hello World" of NN - handwritten number recognition