Ali Moameri

Images not found - Neural Bag of Words notebook

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In [Neural Bag of Words](https://github.com/bentrevett/pytorch-sentiment-analysis/blob/main/1%20-%20Neural%20Bag%20of%20Words.ipynb) notebook, section **Creating a Vocabulary**, there is links to _assets/vocabulary.png_ and _assets/padding.png_ but there is no such images in [assets](https://github.com/bentrevett/pytorch-sentiment-analysis/tree/main/assets) directory.

[BUG] Chapter 2: Section "Download the data", buggy implementation for load_housing_data() function

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The implementation for load_housing_data() is as following: ``` def load_housing_data(): tarball_path = Path("datasets/housing.tgz") if not tarball_path.is_file(): Path("datasets").mkdir(parents=True, exist_ok=True) url = "https://github.com/ageron/data/raw/main/housing.tgz" urllib.request.urlretrieve(url, tarball_path) with tarfile.open(tarball_path) as housing_tarball: housing_tarball.extractall(path="datasets") return pd.read_csv(Path("datasets/housing/housing.csv"))...