testing.py

# PMLL Documentation

## Introduction
## The PMLL (Persistent, Memory Logic Loop) is a revolutionary AI system that enables machines to learn, reason, and remember like humans.

## Installation
## To install the PMLL, follow these steps:

##1. Clone the repository: `git clone https://github.com/bearycool11/pml.git`
##2. . Install the dependencies: `pip install -r requirements.txt`
## 3. Run the PMLL: `python pml.py`

## Usage
##The PMLL can be used for a variety of tasks, including:

##* Natural Language Processing (NLP)
##* Computer Vision
##* Robotics

## API Reference
#The PMLL API is designed to be easy to use and flexible. Here are some examples:

* `pml.init()`: Initializes the PMLL
* `pml.train()`: Trains the PMLL on a dataset
* `pml.predict()`: Makes predictions using the PMLL

## Contributing
## We welcome contributions to the PMLL repository. Here are some ways to get involved:

# * Fork the repository: `git fork https://github.com/bearycool11/pml.git`
 # * Create a new branch: `git checkout -b my-branch`
# * Make changes: `git add .` and `git commit -m "My changes"`
# * Pull request: `git push origin my-branch`


import unittest

class TestPMLL(unittest.TestCase):
    def test_init(self):
        pml = PMLL()
        self.assertIsNotNone(pml)

    def test_train(self):
        pml = PMLL()
        pml.train()
        self.assertTrue(pml.trained)

    def test_predict(self):
        pml = PMLL()
        pml.predict()
        self.assertIsNotNone(pml.predictions)

if __name__ == '__main__':
    unittest.main()

import hashlib

def secure_data(data):
    # Encrypt the data using a secure algorithm
    encrypted_data = hashlib.sha256(data.encode()).hexdigest()
    return encrypted_data

def verify_data(data, signature):
    # Verify the data using a secure algorithm
    verified = hashlib.sha256(data.encode()).hexdigest() == signature
    return verified

import tkinter as tk

class PMLLGUI:
    def __init__(self):
        self.root = tk.Tk()
        self.root.title("PMLL GUI")

        self.label = tk.Label(self.root, text="PMLL GUI")
        self.label.pack()

        self.button = tk.Button(self.root, text="Run PMLL", command=self.run_pml)
        self.button.pack()

    def run_pml(self):
        # Run the PMLL
        pml = PMLL()
        pml.run()

if __name__ == '__main__':
    gui = PMLLGUI()
    gui.root.mainloop()