https://github.com/teleprint-me/tmnn

TMNN: A Python library for building and experimenting with custom neural networks from scratch
https://github.com/teleprint-me/tmnn

artificial-intelligence machine-learning nueral-networks

Last synced: 6 months ago
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TMNN: A Python library for building and experimenting with custom neural networks from scratch

• Host: GitHub
• URL: https://github.com/teleprint-me/tmnn
• Owner: teleprint-me
• License: gpl-3.0
• Created: 2023-09-08T22:39:13.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-09-11T04:20:32.000Z (about 2 years ago)
• Last Synced: 2023-09-11T04:38:57.282Z (about 2 years ago)
• Topics: artificial-intelligence, machine-learning, nueral-networks
• Language: Python
• Homepage:
• Size: 183 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# TMNN: teleprint-me/neural-networks

TMNN is a Python library for building custom neural networks from scratch,

designed for consumer computing on CPU. With a focus on ease-of-use and

efficiency, it aims to enable the creation of smaller, cheaper, and faster

models without compromising on intelligence or capability.

## Features

- Compact and straightforward API for constructing neural networks.

- Optimized for CPU-based consumer-grade hardware.

- Future plans for OpenGL/CL and Vulkan support for general GPU compatibility.

## Goal

The primary objective is to create smart, fast, and capable chat-like models

that are quantized for optimal performance. TMNN is not meant to replace or

compete with larger and more comprehensive frameworks but to provide a simpler,

quicker avenue for neural network development and deployment on consumer

hardware.