semvec/pypi-packages huggingface dataset:
space-rocks 1.9.15
Python client for SsODNet data access.
License: MIT
Requires Python: >=3.8

<p align="center">
  <img width="260" src="https://raw.githubusercontent.com/maxmahlke/rocks/master/docs/_static/logo_rocks.svg">
</p>

<p align="center">
  <a href="https://github.com/maxmahlke/rocks#features"> Features </a> - <a href="https://github.com/maxmahlke/rocks#install"> Install </a> - <a href="https://github.com/maxmahlke/rocks#documentation"> Documentation </a>
</p>

<div align="center">
  <a href="https://img.shields.io/pypi/pyversions/space-rocks">
    <img src="https://img.shields.io/pypi/pyversions/space-rocks"/>
  </a>
  <a href="https://img.shields.io/pypi/v/space-rocks">
    <img src="https://img.shields.io/pypi/v/space-rocks"/>
  </a>
  <a href="https://readthedocs.org/projects/rocks/badge/?version=latest">
    <img src="https://readthedocs.org/projects/rocks/badge/?version=latest"/>
  </a>
  <a href="https://arxiv.org/abs/2209.10697">
    <img src="https://img.shields.io/badge/arXiv-2209.10697-f9f107.svg"/>
  </a>
</div>


## Features

Explore asteroid data on the command-line...

``` sh
$ rocks id 221
(221) Eos

$ rocks class Eos
MB>Outer

$ rocks albedo Eos
0.136 +- 0.004

$ rocks taxonomy Eos
K

$ rocks density Eos
4.559e+03 +- 1.139e+03 kg/m$^3$
```

... and in a `python` script.

``` python
>>> import rocks
>>> rocks.identify("1902ug")
('Fortuna', 19)
>>> ceres = rocks.Rock("ceres")
>>> ceres.diameter.value
848.4
>>> ceres.diameter.unit
'km'
>>> ceres.mass.value
9.384e+20
>>> ceres.mass.error
6.711e+17
```

## Install

Install from PyPi using `pip`:

     $ pip install space-rocks

The minimum required `python` version is 3.8.


## Documentation

Check out the documentation at [rocks.readthedocs.io](https://rocks.readthedocs.io/en/latest/) or run

     $ rocks docs

For a quick overview, check out the jupyter notebooks:

[Basic Usage](https://github.com/maxmahlke/rocks/blob/master/docs/tutorials/rocks_basic_usage.ipynb) - [Bibliography Management](https://github.com/maxmahlke/rocks/blob/master/docs/tutorials/literature.ipynb)
secretstuff 1.0.1
A comprehensive PII redaction and reverse mapping library
License: MIT
Requires Python: >=3.8
Keywords: pii, redaction, privacy, nlp, gliner, data-protection, anonymization, secretStuff

# SecretStuff

A production-ready Python library for identifying, redacting, and reversing personally identifiable information (PII) in text using advanced NLP models.

## Key Features
- **PII Identification**: Detect 150+ types of PII using GLiNER models
- **Flexible Redaction**: Replace PII with configurable dummy values
- **Reverse Mapping**: Restore original PII from redacted text
- **Production Ready**: Type hints, comprehensive tests, robust error handling

## Quick Example
```python
from secretstuff import SecretStuffPipeline

pipeline = SecretStuffPipeline()
redacted_text, entities, mapping = pipeline.identify_and_redact(
    "John Doe's email is john@example.com and phone is +1-555-123-4567"
)
```

## Documentation
For complete documentation, examples, and API reference, visit:
https://github.com/adw777/secretStuff/blob/main/README.md