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 # V20pyPro
 
-An extension of the V20py project, Pro is a research orientated project that applies machine learning techniques to predict 
-future values of a Forex pair's closing price.
 
-![NN Gif](/gifs/tf_nn_research3.gif)
+
+## Machine Learning Examples
+
+Exploring pricing data using a variety of machine learning libraries and algorithms. All examples use data from the AUD_JPY csv that contains OHLC and technical indicators' data.
+
+ *Tensorflow NN*
+
+This is a a FOREX adaptation of Sebastian Heinz's neural network for stocks from his Medium.com article ["A simple deep learning model for stock prediction using TensoFlow"](https://github.com/sebastianheinz/stockprediction). 
+
+![TF NN Gif](/gifs/tf_nn_research.gif)
+
+Running on the daily AUD/JPY chart, the model reaches decent accuracy in less than 10 epochs.
+