semvec/pypi-packages huggingface dataset:
kassandra 0.0.12
Package for implementing bayesian deep learning models in python.

# Kassandra

Description.

I'm open to all feedback, commentary, and suggestions as long as they are constructive and polite.

### Authors

**James Montgomery** - *Initial work* - [jamesmontgomery.us](http://jamesmontgomery.us)

### License

This project is licensed under the MIT License - see the [LICENSE.md](LICENSE.md) file for details

## Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

### Installing


### Basic Examples

Regression Examples
* [Multi Layer Perceptron](https://github.com/James-Montgomery/kassandra/tree/master/docs/examples/Regression/Multi_Layer_Perceptron.ipynb)
* [Gaussian Process](https://github.com/James-Montgomery/kassandra/tree/master/docs/examples/Regression/Gaussian_Process.ipynb)
* [Bayesian Neural Network with MCDropout](https://github.com/James-Montgomery/kassandra/tree/master/docs/examples/Regression/Bayesian_Network_Dropout.ipynb)
* [Bayesian Neural Network with Variational Inference](https://github.com/James-Montgomery/kassandra/tree/master/docs/examples/Regression/Bayesian_Network_Variational_Inference.ipynb)

Classification Examples (TBD)
* Multi Layer Perceptron
* Gaussian Process
* Bayesian Neural Network with MCDropout
* Bayesian Neural Network with Variational Inference

## Testing

Testing is an important part of creating maintainable, production grade code.

### Running the unit tests


### Running the style tests


## Acknowledgments
django-base-project 0.0.6
A base django project containing commonly used functionality

## base-django-project
This is a base project for django work.
It contains a handful of django apps that I find useful installed by default.
Specifically:
- dj_database_url for extracting a database configuration from a valid DB URI
- django-extensions for running a more powerful shell
- django-fsm for easily creating state machines to track complex processes through the application
- django-simple-history for easily creating history tables for our models in order to improve application auditability
- djangorestframework for easily creating REST APIs


### Usage
In your project's `settings.py`, remove all default configuration generated by django.
Then at the top, simply put:
```
from base_django_project.webapp.settings import *

# place any custom modifications here
```

### Motivation
When standing up many django projects over a short amount of time, I often find myself duplicating configurations. This project allows any user to quickly drop in their favorite default configuration for `settings.py`.