<commit_before># PyDataVec : Python interface for DataVec

## Installation

```bash
pip install pydatavec
```

## Examples

Examples are in the [dl4j-examples repo](www.github.com/eclipse/deeplearning4j-examples)

Clone dl4j-examples:

```bash
git clone https://www.github.com/deeplearning4j.dl4j-examples.git
```

Run examples in `pydatavec-examples` directory

```bash
cd pydatavec-examples
python basic.py
python iris.py
python reduction.py
```

<commit_msg>pydatavec examples link was recognized as relative (#8321)<commit_after># PyDataVec : Python interface for DataVec

## Installation

```bash
pip install pydatavec
```

## Examples

Examples are in the [dl4j-examples repo](https://www.github.com/eclipse/deeplearning4j-examples)

Clone dl4j-examples:

```bash
git clone https://www.github.com/deeplearning4j.dl4j-examples.git
```

Run examples in `pydatavec-examples` directory

```bash
cd pydatavec-examples
python basic.py
python iris.py
python reduction.py
```


{'fraction_non_alphanumeric': 0.11897435897435897, 'fraction_numerical': 0.014358974358974359, 'mean_word_length': 5.256410256410256, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 3, 'lorem ipsum': 0, 'www.': 4, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '6301556', 'n_tokens_mistral': 363, 'n_tokens_neox': 314, 'n_words': 83}