Giter Club home page Giter Club logo

pytorch-nn-visualization's Introduction

PyTorch Neural Network Visualization with Raylib

Overview:

This project demonstrates the integration of PyTorch for running a neural network and Raylib for real-time visualization. The neural network is trained using PyTorch, and the trained model's predictions are visualized using the Raylib library.

Requirements:

Make sure you have the following dependencies installed:

  • Python 3.x
  • PyTorch
  • Raylib
  • NumPy

Install the required Python packages using:

pip install torch raylib numpy

Usage:

  1. Clone the repository:
git clone https://github.com/your-username/your-project.git
cd your-project
  1. Run the main script:
python main.py
  1. Observe the Raylib window displaying the neural network's predictions in real-time.

File Structure:

  • main.py: The main script that runs the PyTorch neural network and uses Raylib for visualization.
  • model.py: Contains the PyTorch neural network model definition.
  • data.py: Handles data loading and preprocessing.
  • visualization.py: Manages the visualization using Raylib.

Acknowledgments:

License:

This project is licensed under the MIT License - see the LICENSE file for details.

pytorch-nn-visualization's People

Contributors

milobarkow avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.