Metadata-Version: 2.1
Name: iden
Version: 0.0.3
Summary: simple library to manage a dataset of shards to train machine learning models
Home-page: https://github.com/durandtibo/iden
License: BSD-3-Clause
Keywords: dataset,shard
Author: Thibaut Durand
Author-email: durand.tibo+gh@gmail.com
Requires-Python: >=3.9,<3.13
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: POSIX :: Linux
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries
Provides-Extra: all
Requires-Dist: coola (>=0.3,<1.0)
Requires-Dist: numpy (>=1.22,<2.0) ; extra == "all"
Requires-Dist: objectory (>=0.1,<1.0)
Requires-Dist: pyyaml (>=6.0,<7.0) ; extra == "all"
Requires-Dist: safetensors (>=0.4,<1.0) ; extra == "all"
Requires-Dist: torch (>=1.11,<3.0) ; extra == "all"
Project-URL: Repository, https://github.com/durandtibo/iden
Description-Content-Type: text/markdown

# iden

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</p>

## Overview

`iden` is a simple Python library to manage a dataset of shards when training a machine learning
model.
`iden` uses a lazy loading approach to load the shard's data, so it is easy to manage shards without
loading their data.
`iden` supports different format to store shards on disk.

## Installation

We highly recommend installing
a [virtual environment](https://packaging.python.org/guides/installing-using-pip-and-virtual-environments/).
`iden` can be installed from pip using the following command:

```shell
pip install iden
```

To make the package as slim as possible, only the minimal packages required to use `iden` are
installed.
To include all the dependencies, you can use the following command:

```shell
pip install iden[all]
```

Please check the [get started page](https://durandtibo.github.io/iden/get_started) to see how to
install only some specific dependencies or other alternatives to install the library.
The following is the corresponding `iden` versions and tested dependencies.

| `iden`  | `coola`      | `objectory`  | `numpy`<sup>*</sup> | `pyyaml`<sup>*</sup> | `safetensors`<sup>*</sup> | `torch`<sup>*</sup> | `python`      |
|---------|--------------|--------------|---------------------|----------------------|---------------------------|---------------------|---------------|
| `main`  | `>=0.3,<1.0` | `>=0.1,<1.0` | `>=1.22,<2.0`       | `>=6.0,<7.0`         | `>=0.4,<1.0`              | `>=2.0,<3.0`        | `>=3.9,<3.12` |
| `0.0.2` | `>=0.4,<1.0` | `>=0.1,<1.0` | `>=1.22,<2.0`       | `>=6.0,<7.0`         | `>=0.4,<1.0`              | `>=2.0,<2.1`        | `>=3.9,<3.12` |
| `0.0.1` | `>=0.4,<1.0` | `>=0.1,<1.0` | `>=1.22,<2.0`       | `>=6.0,<7.0`         | `>=0.4,<1.0`              | `>=2.0,<2.1`        | `>=3.9,<3.12` |

<sup>*</sup> indicates an optional dependency

## Contributing

Please check the instructions in [CONTRIBUTING.md](.github/CONTRIBUTING.md).

## Suggestions and Communication

Everyone is welcome to contribute to the community.
If you have any questions or suggestions, you can
submit [Github Issues](https://github.com/durandtibo/iden/issues).
We will reply to you as soon as possible. Thank you very much.

## API stability

:warning: While `iden` is in development stage, no API is guaranteed to be stable from one
release to the next.
In fact, it is very likely that the API will change multiple times before a stable 1.0.0 release.
In practice, this means that upgrading `iden` to a new version will possibly break any code that
was using the old version of `iden`.

## License

`iden` is licensed under BSD 3-Clause "New" or "Revised" license available in [LICENSE](LICENSE)
file.

