semvec/pypi-packages huggingface dataset:
pulso-platform 0.0.1
Pulso — An extensible microservice platform for plugin-based applications
Requires Python: >=3.10
Keywords: fastapi, microservice, platform, plugin

# Pulso

An extensible microservice platform for plugin-based applications.

> This package is under active development. Stay tuned.

## Links

- [GitHub](https://github.com/JonesHong/pulso)
torchcvnn 0.10.0
torchcvnn provides complex valued layers to be used with pytorch
Requires Python: >=3.9.10
Keywords: deep learning, pytorch, complex valued neural networks

# Complex-Valued Neural Networks (CVNN) - Pytorch

[![docs](https://github.com/torchcvnn/torchcvnn/actions/workflows/doc.yml/badge.svg)](https://torchcvnn.github.io/torchcvnn/) ![pytest](https://github.com/torchcvnn/torchcvnn/actions/workflows/test.yml/badge.svg) [![PyPI version](https://badge.fury.io/py/torchcvnn.svg)](https://badge.fury.io/py/torchcvnn)

**Documentation** [https://torchcvnn.github.io/torchcvnn/](https://torchcvnn.github.io/torchcvnn/)

**Examples** [https://www.github.com/torchcvnn/examples](https://www.github.com/torchcvnn/examples)

This is a library that uses [pytorch](https://pytorch.org) as a back-end for complex valued neural networks. It provides :

- complex valued datasets from remote sensing and MRI,
- complex valued transforms,
- complex valued layers, some of them requiring specific implementations because their computation is specific with complex valued activations, others are implemented merely because the lower level implementation raise an exception if processing complex valued activations even though the computations are the same than for real valued activations
- complex valued neural networks

It was initially developed by Victor Dhédin and Jérémie Levi during their third year project at CentraleSupélec. 

## Installation

To install the library, it is simple as :

```
python -m pip install torchcvnn
```

or, using [uv](https://docs.astral.sh/uv/) :

```
uv pip install torchcvnn
```


## Other projects

You might also be interested in some other projects: 

Tensorflow based : 

- [cvnn](https://github.com/NEGU93/cvnn) developed by colleagues from CentraleSupélec

Pytorch based : 

- [cplxmodule](https://github.com/ivannz/cplxmodule)
- [complexPyTorch](https://github.com/wavefrontshaping/complexPyTorch)
- [complextorch](https://github.com/josiahwsmith10/complextorch)
django-extended-history 1.9.6
Drop-in replacement for default Django history
Requires Python: >=3.8
Keywords: django, admin, history, audit, logging

|PyPI| |PyPI download month|

.. |PyPI| image:: https://img.shields.io/pypi/pyversions/Django.svg?style=plastic
   :target: https://pypi.python.org/pypi/django-extended-history
.. |PyPI download month| image:: https://img.shields.io/pypi/dm/django-extended-history.svg
   :target: https://pypi.python.org/pypi/django-extended-history/


django-extended-history
========================

**django-extended-history** is (IMHO) the simplest way to record all changes made in admin-screens.

=============
Requirements
=============

- Django >=4.2

=============
Features
=============

-  Drop-in extension for Django history (Log entries). No changes in any model, hence no migrations.
-  Records all changes in JSON format, extending what Django stores by default.
-  Adds a view 'Log entries' under 'Administration', showing all content types for which a user has permissions.
-  Safe to remove. Django will ignore all extra recorded information and revert to it's default history. So give it a spin!

=============


------------
Installation
------------

.. code-block::

    pip install django-extended-history

------------
Setup
------------

Add **django_extended_history** to **INSTALLED_APPS** setting like this:

.. code-block:: python

    INSTALLED_APPS = [
    ...,
    'django_extended_history',
    ]

Done!

------------
Usage
------------

Apply the **DjangoExtendedHistory** mixin to all applicable admin-views:

.. code-block:: python
    
    from django.contrib import admin
    from .models import MyModel
    from django_extended_history.admin import DjangoExtendedHistory
    
    @admin.register(MyModel)
    class MyModelAdmin(DjangoExtendedHistory, admin.ModelAdmin):
        ...

-----------------
Example Log Entry
-----------------

Below an example Log Entry where the first name of a user was changed from 'John' to 'Jane', the email address was changed accordingly and the user was added to a group 'Expert' at the same time.

.. image:: https://github.com/HealthyFridge/django-extended-history/blob/main/Screenshot%20change%20message.png?raw=true

------------
Misc
------------

Django extended history is released under the BSD-3 license, like Django. If you like it, please consider contributing.