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-# A neural network built from scratch
+# ML
 
+A simple neural network maker developed to train json data
+
+## Requirements
+
+* [openblas](https://www.openblas.net)
+* [json-c](https://github.com/json-c/json-c)
+
+## Installation
+
+```
+git clone https://git.juanvalencia.xyz/ml
+cd ml
+sudo make install
+```
+
+## Uninstall
+
+```
+sudo make uninstall
+```
+
+## Usage
+```
+Usage: ml train [Options] JSON_FILE
+   or: ml predict [-o FILE] FILE
+Train and predict json data
+
+Options:
+  -h, --help               Show this message
+  -a, --alpha=ALPHA        Learning rate (only works with train)
+  -e, --epochs=EPOCHS      Epochs to train the model (only works with train)
+  -o, --output=FILE        Output file (only works with predict)
+
+Examples:
+  $ ml train -e 150 -a 1e-4 housing.json
+  $ ml predict housing.json -o predictions.json
+```