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Update README.md
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rodrigosnader committed Oct 7, 2022
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Expand Up @@ -57,12 +57,7 @@ x, y = wavy.create_panels(df, lookback=3, horizon=1)
# lookback and horizon are the number of timesteps.
print("Lookback:", x.num_timesteps)
print("Horizon:", y.num_timesteps)
```

<!-- ![lookback_horizon](https://user-images.githubusercontent.com/12815734/194475105-8763714e-6ece-4301-925e-d8168b5bb406.jpg) -->
<img src="https://user-images.githubusercontent.com/12815734/194475105-8763714e-6ece-4301-925e-d8168b5bb406.jpg" alt="lookback_horizon" style="width:50%;height:50%"/>

```python
# Set train-val-test split. Defaults to 0.7, 0.2 and 0.1, respectively.
wavy.set_training_split(x, y)

Expand All @@ -71,6 +66,7 @@ model = models.LinearRegression(x, y)
model.score()
```

<img src="https://user-images.githubusercontent.com/12815734/194475105-8763714e-6ece-4301-925e-d8168b5bb406.jpg" alt="lookback_horizon" style="width:60%;height:60%;align:center"/>

<!-- Description -->
## Features
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