Perceptron Learning Implementations ML Frameworks

Basic implementations and educational projects focused on building perceptron classifiers from scratch. Includes single-layer perceptrons, binary/multi-class classification, and visualizations of the learning process. Does NOT include multi-layer neural networks, deep learning frameworks, or production-ready ML libraries.

There are 30 perceptron learning implementations frameworks tracked. The highest-rated is Devignitor/Single-neuron-model-Simple-Neural-Network at 32/100 with 5 stars.

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#	Framework	Score	Tier	Stars	Language
1	Devignitor/Single-neuron-model-Simple-Neural-Network Single-neuron model trained by gradient descent. It is the most fundamental...	32	Emerging	5	C#
2	TronixLab/Neurona-rgbClassifier An easy guide for Color classification (RGB) using Multilayer Perceptron...	30	Emerging	8	C
3	sushantPatrikar/XOR-Gate-With-Neural-Network-Using-Numpy XOR gate which predicts the output using Neural Network :fire:	28	Experimental	8	Python
4	casparwylie/Perceptron A flexible artificial neural network builder to analyse performance, and...	27	Experimental	415	Python
5	pasqal-io/perceptrain Machine learning training, simplified, at scale	25	Experimental	6	Python
6	devleo-m/ia-perceptron Basic implementation of a Perceptron in Python. The Perceptron is trained...	24	Experimental	17	Python
7	Vinetos/neural-network-xor Implements a neural network learning XOR gate in your favourite languages !	24	Experimental	3	Jupyter Notebook
8	Heperowt/Artificial-Neuron-From-Scratch A C# implementation of an Artificial Neuron (Perceptron) built from scratch...	22	Experimental	—	C#
9	sbablekis2004/perceptron 🧠 Build and run perceptive-language models with this Python SDK and CLI,...	22	Experimental	—	Python
10	clara6615/Classic-Single-Layer-Perceptron 🧮 Build and test a simple single-layer perceptron for digit recognition on...	22	Experimental	—	Python
11	bunuelcreamsauce54/perceptrons 🧠 Explore the evolution of neural networks from simple perceptrons to...	22	Experimental	—	Python
12	SebGSX/Machine-Learning-Sample A straightforward machine learning sample based on a single perceptron...	22	Experimental	—	Python
13	hatixntsoa/deep.classifier Deep Learning Classification with Multilayer Perceptron	18	Experimental	3	Jupyter Notebook
14	AsadiAhmad/Perceptron-From-Scratch Implementing linear Perseptron model from scratch with exporting model and...	16	Experimental	26	Jupyter Notebook
15	Narendersingh007/perceptron-logic-gates From-scratch perceptron algorithm implementation in Python. Trains on...	15	Experimental	—	Jupyter Notebook
16	Ravindu-Sampath-Weerakoon/Linear_Classification Python implementation of the Perceptron algorithm for linear classification,...	15	Experimental	1	Jupyter Notebook
17	Daniell-Dantas/Treinamento-de-Rede-Neural-Artificial Este é um código que implementa, passo a passo, o processo de treinamento de...	15	Experimental	1	MATLAB
18	arashsajjadi/perceptron-algorithm In this repository, you can see the execution of the perceptron algorithm...	15	Experimental	1	Python
19	ImtiazShuvo/perceptron-multiclass-classification Multi-class classification using Rosenblatt Perceptron and TensorFlow	14	Experimental	—	Jupyter Notebook
20	matin-ghorbani/perceptron Implement a perceptron from scratch	14	Experimental	9	Jupyter Notebook
21	scantinibudden/Multilayered-Perceptron It's a project for UBA where we developed a multilayered perceptron model...	14	Experimental	1	Python
22	Jouwy/Perceptron-MLP-Classification From-scratch NumPy implementations of Perceptron and Multi-Layer Perceptron...	14	Experimental	—	Jupyter Notebook
23	vtarale/cPerceptron Perceptron implementation in c	12	Experimental	3	C
24	hernandesmacedo/perceptron-colors This is an Artificial Intelligence project that performs a Perceptron...	12	Experimental	3	Dart
25	gustavohnsv/mlp Repositório dedicado ao estudo do algoritmo de classificação Perceptron...	11	Experimental	—	C++
26	kacper673/Preceptron-classifier-from-scratch A perceptron classifier for the Iris dataset implemented entirely from...	11	Experimental	—	C++
27	BlagojeBlagojevic/PERCEPTRON Perceptron implementation in C	11	Experimental	2	C++
28	Gustavo01rb/Redes_Neurais Este repositório contém implementações de algoritmos de redes neurais...	11	Experimental	2	Python
29	detjonmataj/C-Perceptron Implementation of a Simple Perceptron (Simplest Neural network by Frank...	10	Experimental	1	C
30	vtarale/NNetworks Neural networks example	10	Experimental	1	Python