https://github.com/google/etils

Collection of eclectic utils for python.
https://github.com/google/etils

jax numpy python tensorflow utils

Last synced: 16 days ago
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Collection of eclectic utils for python.

• Host: GitHub
• URL: https://github.com/google/etils
• Owner: google
• License: apache-2.0
• Created: 2021-10-05T15:23:22.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-10-17T08:34:42.000Z (27 days ago)
• Last Synced: 2024-10-19T11:22:25.750Z (25 days ago)
• Topics: jax, numpy, python, tensorflow, utils
• Language: Python
• Homepage: https://etils.readthedocs.io
• Size: 1.49 MB
• Stars: 189
• Watchers: 6
• Forks: 20
• Open Issues: 17
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

        
# Etils

[![Unittests](https://github.com/google/etils/actions/workflows/pytest_and_autopublish.yml/badge.svg)](https://github.com/google/etils/actions/workflows/pytest_and_autopublish.yml)

[![PyPI version](https://badge.fury.io/py/etils.svg)](https://badge.fury.io/py/etils)

[![Documentation Status](https://readthedocs.org/projects/etils/badge/?version=latest)](https://etils.readthedocs.io/en/latest/?badge=latest)

etils (eclectic utils) is an open-source collection of utils for python.

Each top-level submodule is a **self-contained independent** module (with its

own `BUILD` rule), meant to be imported individually. To avoid collisions with

other modules/variables, module names are prefixed by `e` (arbitrary

convention):

```python

from etils import epath  # Path utils

from etils import epy  # Python utils

from etils import ejax  # Jax utils

...

```

Becauses each module is independent, only the minimal required libraries are

imported (for example, importing `epy` won't suffer the cost of importing TF,

jax,...)

## Documentation

* [`etils.epath`](https://etils.readthedocs.io/en/latest/epath.html): pathlib-like API for `gs://`, `s3://`,...

* [`etils.etree`](https://etils.readthedocs.io/en/latest/etree.html): Tree utils for `tf.nest`, `jax.tree_utils`, DeepMind `tree`.

* [`etils.enp`](https://etils.readthedocs.io/en/latest/enp.html): Numpy utils.

* [`etils.ecolab`](https://etils.readthedocs.io/en/latest/ecolab.html): Colab utils.

* [`etils.array_types`](https://etils.readthedocs.io/en/latest/array_types.html): Typing annotations for jax, numpy,... arrays

* [`etils.edc`](https://etils.readthedocs.io/en/latest/edc.html): Dataclasses utils.

* [`etils.epy`](https://etils.readthedocs.io/en/latest/epy.html): Collection of generic python utils.

* [`etils.eapp`](https://etils.readthedocs.io/en/latest/eapp.html): Absl flags/app utils.

*  [API design guide](https://etils.readthedocs.io/en/latest/api-design.html).

## Installation

Because each module is independent and require different dependencies, you

can select which modules deps to install:

```sh

pip install etils[array_types,epath,epy]

```

*This is not an official Google product.*