semvec/pypi-packages huggingface dataset:
deployml 0.0.1
Easy training and deployment of machine learning algorithms

# deploy-ml
This open source library is esentually a wrapper for popular machine learning libraries. It streamlines, and simplifies the training and deployment of algrithms. Right now the library is in its infancy. We are working to get the core functionality up and running in order to be tested at Imperial College London. 

## Setup
We are going to register with pip but to use it right now, clone the repo onto your machine. Access the repo via your terminal and type the following:

```
python3 setup.py install
```
You should be good to go from there.

## Examples
You can find a simple example for each module under the folder examples/[MODULE-NAME]

## Documentation
You can find documentation for each module on how to train, test and package machine learning in the README file.

## Getting Involved
As this is still a very new project, we have enabled bug reporting and feature requesting. Also if you're good at python or doing research please let us know and get involved in the development. 

## Dependancies 
Modules are activated seperately meaning that you don't have to have everything. However, you will have to have the sk-learn library as this is used a lot for the data processing in pretty much all the models. Keras and Tensorflow are only needed if you activate
stegpy 0.0.1
A small example package
Requires Python: >=3

# stegpy

A program for encoding information in image and audio files through steganography.

<p align="middle">
  <img src="https://github.com/kamihfkjkf/stegpy/blob/master/images/house.png?raw=true"/>
  <img src="https://github.com/kamihfkjkf/stegpy/blob/master/images/_cat.jpeg?raw=true"/>
</p>

On the left, a house with a steganographically hidden image. On the right, the extracted hidden image of a cat. It is revealed by removing all but the last significant bit of each color component in the host image.

***
Supported host formats:
* PNG
* BMP
* GIF
* WebP
* WAV

Images in a different format are automatically converted to PNG. Different audio formats are not supported at all.

***
Dependencies:
* numpy
* cryptography
* Pillow (PIL fork)
***
Install:
```sh
$ pip3 install stegpy
```
***
How to use:
* Hide a message or file:
```sh
$ stegpy "Hello World!" image.png
```
* Extract it:
```sh
$ stegpy _image.png
```
* Encrypt:
```sh
$ stegpy "Hello World!" image.png -p
Enter password (will not be echoed):
Verify password (will not be echoed):
$ stegpy _image.png -p
Enter password (will not be echoed):
Hello World!
```
* More options:
```sh
$ stegpy -h
```
***
To do:
* Add docstrings
* Allow encoding across multiple files
* Support JPEG & FLAC as hosts