# NTS-NOTEARS

Thanks a lot to [the (instantaneous) NOTEARS](https://github.com/xunzheng/notears), which NTS-NOTEARS is built upon as code base.


## Dependency Versions:
The development was done with `Python 3.6` and `PyTorch 1.8.1`.


## Instructions:
### Run NTS-NOTEARS example:

```cd notears```

```python nts_notears.py```

#### Applying Prior Knowledge:
An example of how to write a set of prior knowledge is given in `main()` of `nts_notears.py`.

To apply the set of prior knowledge, uncomment the lines.
