Single-Layer Perceptron ML Frameworks
Educational implementations of basic perceptron algorithms for binary classification tasks. Includes simple feedforward networks with one neuron or single hidden layer. Does NOT include deep neural networks, multilayer perceptrons with 3+ layers, or advanced architectures like CNNs or transformers.
There are 3 single-layer perceptron frameworks tracked. The highest-rated is Jasonnor/Perceptron at 39/100 with 87 stars.
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| # | Framework | Score | Tier |
|---|---|---|---|
| 1 |
Jasonnor/Perceptron
Using Java Swing to implement single layer perceptron neural network. |
|
Emerging |
| 2 |
Samuel-Ricardo/Neural-Network-Perceptron-java
Example of using a Perceptron using 1 neuron to find out if it is a living... |
|
Experimental |
| 3 |
notnotmelon/perceptron
Example implementation for a basic machine learning classification algorithm. |
|
Experimental |