Update README.md

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Unverified Commit d6213461 authored Oct 09, 2021 by kaanguney Committed by GitHub Oct 09, 2021
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 ### Updates 
 * [Discard experiments directory](https://github.com/kaanguney/normalizing_flows/tree/main/notebooks/experiments).
-* [Pre-processing](https://github.com/kaanguney/normalizing_flows/tree/main/scripts/preprocessing) currently supports a dataset called `prostate.xls`. Now supports `ThoracicSurgery.csv` with [`preprocessing_v1.1.ipynb`](https://github.com/kaanguney/normalizing_flows/blob/main/beta-vae-normalizing-flows/thoracic-surgery/preprocessing/preprocessing_v1.1.ipynb)
+* [Preprocessing](https://github.com/kaanguney/normalizing_flows/tree/main/scripts/preprocessing) currently supports a dataset called `prostate.xls`. Now supports `ThoracicSurgery.csv` with [**preprocessing_v1.1.ipynb**](https://github.com/kaanguney/normalizing_flows/blob/main/beta-vae-normalizing-flows/thoracic-surgery/preprocessing/preprocessing_v1.1.ipynb)
 * [Refer to noisy-moons directory](https://github.com/kaanguney/normalizing_flows/tree/main/noisy-moons) for noisy moons.
 * [Refer to beta-vae-normalizing-flows](https://github.com/kaanguney/normalizing_flows/tree/main/beta-vae-normalizing-flows) for latest results as of date of this commit.