<commit_before># MET : Masked Encoding Tabular Data

This repository is the official implementation of [MET](https://arxiv.org/abs/2206.08564).

```
Note : This is not an officially supported Google product.
```

![Architecture](./MET.png)
## Requirements

To run experiments mentioned in the paper and install requirements use python version >=3.7:

```setup
git clone http://github.com/google-research/met
cd met
pip install -r requirements.txt
```

## Standard Training (MET-S)
<commit_msg>Add note<commit_after># MET : Masked Encoding Tabular Data

This repository is the official implementation of [MET](https://arxiv.org/abs/2206.08564).

```
Disclaimer : This is not an officially supported Google product.
```

![Architecture](./MET.png)
## Requirements

To run experiments mentioned in the paper and install requirements use python version >=3.7:

```setup
git clone http://github.com/google-research/met
cd met
pip install -r requirements.txt
```

## Standard Training (MET-S)

{'fraction_non_alphanumeric': 0.11955420466058764, 'fraction_numerical': 0.022289766970618033, 'mean_word_length': 4.67816091954023, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 5, 'https://': 2, 'lorem ipsum': 0, 'www.': 0, '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': '1232582', 'n_tokens_mistral': 317, 'n_tokens_neox': 277, 'n_words': 105}