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# 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
make
sudo make install
make install_config
```
## Uninstall
```
sudo make uninstall
```
## Usage
```
Usage: ml [re]train [Options] FILE
or: ml predict [-Ohv] [-f FORMAT] [-o FILE] [-p INT] FILE
Options:
-h, --help Show this message
-f, --format=FORMAT Define input or output FILE format if needed
-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)
-O, --only-out Don't show input fields (only works with predict)
-c, --config=FILE Configuration filepath [default=~/.config/ml/ml.cfg]
-p, --precision=INT Decimals output precision (only works with predict)
[default=auto]
Examples:
$ ml train -e 150 -a 1e-4 housing.json
$ ml predict housing.json -o predictions.json
```
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