Download the PHP package synaptic-net/lab without Composer
On this page you can find all versions of the php package synaptic-net/lab. It is possible to download/install these versions without Composer. Possible dependencies are resolved automatically.
Table of contents
Download synaptic-net/lab
More information about synaptic-net/lab
Files in synaptic-net/lab
Download synaptic-net/lab
More information about synaptic-net/lab
Files in synaptic-net/lab
Vendor synaptic-net
Package lab
Short Description A lightweight PHP library for building and training neural networks from scratch, featuring customizable neurons, activation functions, and backpropagation support.
License MIT
Package lab
Short Description A lightweight PHP library for building and training neural networks from scratch, featuring customizable neurons, activation functions, and backpropagation support.
License MIT
Please rate this library. Is it a good library?
Informations about the package lab
Synaptic Net
Synaptic Net is a lightweight PHP library for building and training simple neural networks from scratch.
It’s designed for learning and experimenting with how neurons, layers, activation functions, and backpropagation interact internally — without relying on any external machine learning frameworks.
Features
- Customizable neuron and layer classes
- Backpropagation training process implemented from scratch
- Multiple activation functions (Sigmoid, ReLU, etc.)
- Supports multilayer perceptrons (MLP)
- Educational and fully readable code structure
Installation
Basic Example
Below is a simple example of how to create and train a multilayer neural network using Synaptic Net to learn the XOR problem:
Expected Output
License
MIT License
See the LICENSE file for details.
All versions of lab with dependencies
PHP Build Version
Package Version
Requires
php Version
>=8.0
The package synaptic-net/lab contains the following files
Loading the files please wait ...