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shloktech merged 1 commit into from
Dec 27, 2025
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Adding Downloads Count #16

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8 changes: 4 additions & 4 deletions Readme.md
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**Deterministic, cryptographically secure hashing for complex Python objects and columnar data.**

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| :--- |:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| **Testing** | [![Build, Test & Coverage](https://github.com/shloktech/keyedstablehash/actions/workflows/python-package.yml/badge.svg)](https://github.com/shloktech/keyedstablehash/actions/workflows/python-package.yml) [![codecov](https://codecov.io/github/shloktech/keyedstablehash/graph/badge.svg?token=CHQUZ5WUEA)](https://codecov.io/github/shloktech/keyedstablehash) |
| **Package** | [![PyPI](https://img.shields.io/pypi/v/keyedstablehash.svg)](https://pypi.org/project/keyedstablehash/) |
| **Meta** | [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://github.com/shloktech/keyedstablehash/blob/main/LICENSE.txt) |
| **Package** | [![PyPI](https://img.shields.io/pypi/v/keyedstablehash.svg)](https://pypi.org/project/keyedstablehash/) [![Downloads](https://static.pepy.tech/badge/keyedstablehash)](https://pepy.tech/project/keyedstablehash) |
| **Meta** | [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://github.com/shloktech/keyedstablehash/blob/main/LICENSE.txt) |

`keyedstablehash` solves the problem of generating reproducible, secure hashes for arbitrary Python structures (dicts,
lists, primitives) across different processes and machines. Think of it as `stablehash` meets `hashlib`, powered by the
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