================
Pytorch Lantern
================
.. image:: https://badge.fury.io/py/pytorch-lantern.svg
:target: https://badge.fury.io/py/pytorch-lantern
.. image:: https://img.shields.io/pypi/pyversions/pytorch-lantern.svg
:target: https://pypi.python.org/pypi/pytorch-lantern
.. image:: https://readthedocs.org/projects/pytorch-lantern/badge/?version=latest
:target: https://pytorch-lantern.readthedocs.io/en/latest/?badge=latest
.. image:: https://img.shields.io/pypi/l/pytorch-lantern.svg
:target: https://pypi.python.org/pypi/pytorch-lantern
.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
:target: https://github.com/psf/black
Lantern contains our process of bringing a project to fruition as
efficiently as possible. This is subject to change as we iterate and improve.
This package implements tools and missing features to help bridge the gap
between frameworks and libraries that we utilize.
The main packages and tools that we build around are:
- `pytorch <https://pytorch.org>`_
- `pytorch-datastream <https://github.com/Aiwizo/pytorch-datastream>`_
- `guild <https://guild.ai>`_
See the `documentation <https://pytorch-lantern.readthedocs.io/en/latest/>`_
for more information.
Create new project with template
================================
Install `cookiecutter <https://github.com/cookiecutter/cookiecutter>`_
and `poetry <https://github.com/python-poetry/poetry>`_:
.. code-block::
pip install cookiecutter
curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python
Setup project:
.. code-block::
cookiecutter https://github.com/aiwizo/pytorch-lantern-template.git
cd <new-project>
poetry install
You can now train the placeholder model and inspect the results:
.. code-block::
guild run prepare
guild run train
guild tensorboard
Use lantern without templates
==============================
Install lantern from pypi using pip or poetry:
.. code-block::
poetry add pytorch-lantern[training]
.. code-block::
pip install pytorch-lantern[training]
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"description": "================\nPytorch Lantern\n================\n\n.. image:: https://badge.fury.io/py/pytorch-lantern.svg\n :target: https://badge.fury.io/py/pytorch-lantern\n\n.. image:: https://img.shields.io/pypi/pyversions/pytorch-lantern.svg\n :target: https://pypi.python.org/pypi/pytorch-lantern\n\n.. image:: https://readthedocs.org/projects/pytorch-lantern/badge/?version=latest\n :target: https://pytorch-lantern.readthedocs.io/en/latest/?badge=latest\n\n.. image:: https://img.shields.io/pypi/l/pytorch-lantern.svg\n :target: https://pypi.python.org/pypi/pytorch-lantern\n\n.. image:: https://img.shields.io/badge/code%20style-black-000000.svg\n :target: https://github.com/psf/black\n\nLantern contains our process of bringing a project to fruition as\nefficiently as possible. This is subject to change as we iterate and improve.\nThis package implements tools and missing features to help bridge the gap\nbetween frameworks and libraries that we utilize.\n\nThe main packages and tools that we build around are:\n\n- `pytorch <https://pytorch.org>`_\n- `pytorch-datastream <https://github.com/Aiwizo/pytorch-datastream>`_\n- `guild <https://guild.ai>`_\n\n\nSee the `documentation <https://pytorch-lantern.readthedocs.io/en/latest/>`_\nfor more information.\n\nCreate new project with template\n================================\n\nInstall `cookiecutter <https://github.com/cookiecutter/cookiecutter>`_\nand `poetry <https://github.com/python-poetry/poetry>`_:\n\n.. code-block::\n\n pip install cookiecutter\n curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python\n\nSetup project:\n\n.. code-block::\n\n cookiecutter https://github.com/aiwizo/pytorch-lantern-template.git\n cd <new-project>\n poetry install\n\nYou can now train the placeholder model and inspect the results:\n\n.. code-block::\n\n guild run prepare\n guild run train\n guild tensorboard\n\nUse lantern without templates\n==============================\n\nInstall lantern from pypi using pip or poetry:\n\n.. code-block::\n\n poetry add pytorch-lantern[training]\n\n.. code-block::\n\n pip install pytorch-lantern[training]\n",
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