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Fix the image links in README.md
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Since the sub branch edit-readme has been deleted, the 'edit-readme' part in the link paths needs to be changed to 'main' in order to display the images
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eliwangj authored Jun 19, 2023
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Expand Up @@ -9,7 +9,7 @@
<br/>
<p align="center">
<a href="https://github.com/Faye-yufan/analytics-dataset/">
<img align="center" width=40% src="https://github.com/Faye-yufan/analytics-dataset/blob/edit-readme/docs/images/autogen-logo.png"></img>
<img align="center" width=40% src="https://github.com/Faye-yufan/analytics-dataset/blob/main/docs/images/autogen-logo.png"></img>
</a>
</p>
</div>
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ad.predictor_matrix.head()
```

![Initialized Predictor Matrix](https://github.com/Faye-yufan/analytics-dataset/blob/edit-readme/docs/images/initialized-predictor-matrix.png)
![Initialized Predictor Matrix](https://github.com/Faye-yufan/analytics-dataset/blob/main/docs/images/initialized-predictor-matrix.png)

The predictor matrix is initialized with all null values.
Now let's update the predictors with some distributions:
Expand All @@ -70,23 +70,23 @@ for var in ['X1', 'X2', 'X3', 'X4', 'X5']:
ad.update_predictor_categorical('X6', ["Red", "Yellow", "Blue"], [0.3, 0.4, 0.3])
```

![Updated Predictor Matrix](https://github.com/Faye-yufan/analytics-dataset/blob/edit-readme/docs/images/updated-predictor-matrix.png)
![Updated Predictor Matrix](https://github.com/Faye-yufan/analytics-dataset/blob/main/docs/images/updated-predictor-matrix.png)

Once we have a dataframe desired and would like to visualize it, we can do:

```python
df_visualization_bi(ad)
```

![Bivariate Visualization Chart](https://github.com/Faye-yufan/analytics-dataset/blob/edit-readme/docs/images/bivariate-vis.png)
![Bivariate Visualization Chart](https://github.com/Faye-yufan/analytics-dataset/blob/main/docs/images/bivariate-vis.png)


# Next Steps
We plan to integrate an user interface to the library, aiming to let users configure, manipulate, and view datasets more easily.


## Code Contributors
![Contributors](https://github.com/Faye-yufan/analytics-dataset/blob/edit-readme/docs/images/contributors.png)
![Contributors](https://github.com/Faye-yufan/analytics-dataset/blob/main/docs/images/contributors.png)

## License
AutoGen is released under the MIT License.
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