Axiom Streaming Client
======================

Real-time Hebbian distributed learning client.
"Neurons that fire together, wire together"

REQUIREMENTS
------------
- Python 3.8 or higher
- Windows 10/11 (GUI version)

INSTALLATION
------------
1. Install Python from https://python.org
2. Open Command Prompt and run:
   pip install -r requirements.txt

RUNNING
-------
Double-click: axiom_streaming_ui.py
   OR
Command line: python axiom_streaming_ui.py

FEATURES
--------
- Automatic expert load balancing
- Real-time weight synchronization
- Credit tracking (login at axiom.heliex.net)
- Adaptive CPU management

FILES
-----
- axiom_streaming_ui.py    - GUI application
- axiom_streaming_client.py - Core training client
- simple_ml.py             - ML model definitions
- requirements.txt         - Python dependencies

SUPPORT
-------
https://axiom.heliex.net
