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 44 perceptron learning implementations frameworks tracked. The highest-rated is TronixLab/Neurona-rgbClassifier at 37/100 with 8 stars.

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#	Framework	Score	Tier	Stars	Language
1	TronixLab/Neurona-rgbClassifier An easy guide for Color classification (RGB) using Multilayer Perceptron...	37	Emerging	8	C
2	Devignitor/Single-neuron-model-Simple-Neural-Network Single-neuron model trained by gradient descent. It is the most fundamental...	36	Emerging	5	C#
3	sushantPatrikar/XOR-Gate-With-Neural-Network-Using-Numpy XOR gate which predicts the output using Neural Network :fire:	35	Emerging	8	Python
4	casparwylie/Perceptron A flexible artificial neural network builder to analyse performance, and...	34	Emerging	415	Python
5	pasqal-io/perceptrain Machine learning training, simplified, at scale	32	Emerging	6	Python
6	devleo-m/ia-perceptron Basic implementation of a Perceptron in Python. The Perceptron is trained...	31	Emerging	17	Python
7	Vinetos/neural-network-xor Implements a neural network learning XOR gate in your favourite languages !	31	Emerging	3	Jupyter Notebook
8	AsadiAhmad/Perceptron-From-Scratch Implementing linear Perseptron model from scratch with exporting model and...	23	Experimental	26	Jupyter Notebook
9	Heperowt/Artificial-Neuron-From-Scratch A C# implementation of an Artificial Neuron (Perceptron) built from scratch...	22	Experimental	—	C#
10	bunuelcreamsauce54/perceptrons 🧠 Explore the evolution of neural networks from simple perceptrons to...	22	Experimental	—	Python
11	clara6615/Classic-Single-Layer-Perceptron 🧮 Build and test a simple single-layer perceptron for digit recognition on...	22	Experimental	—	Python
12	Daniell-Dantas/Treinamento-de-Rede-Neural-Artificial Este é um código que implementa, passo a passo, o processo de treinamento de...	22	Experimental	1	MATLAB
13	sbablekis2004/perceptron 🧠 Build and run perceptive-language models with this Python SDK and CLI,...	22	Experimental	—	Python
14	SebGSX/Machine-Learning-Sample A straightforward machine learning sample based on a single perceptron...	22	Experimental	—	Python
15	arashsajjadi/perceptron-algorithm In this repository, you can see the execution of the perceptron algorithm...	22	Experimental	1	Python
16	matin-ghorbani/perceptron Implement a perceptron from scratch	21	Experimental	9	Jupyter Notebook
17	scantinibudden/Multilayered-Perceptron It's a project for UBA where we developed a multilayered perceptron model...	21	Experimental	1	Python
18	hatixntsoa/deep.classifier Deep Learning Classification with Multilayer Perceptron	20	Experimental	3	Jupyter Notebook
19	hernandesmacedo/perceptron-colors This is an Artificial Intelligence project that performs a Perceptron...	19	Experimental	3	Dart
20	vtarale/cPerceptron Perceptron implementation in c	19	Experimental	3	C
21	BlagojeBlagojevic/PERCEPTRON Perceptron implementation in C	18	Experimental	2	C++
22	Gustavo01rb/Redes_Neurais Este repositório contém implementações de algoritmos de redes neurais...	18	Experimental	2	Python
23	detjonmataj/C-Perceptron Implementation of a Simple Perceptron (Simplest Neural network by Frank...	17	Experimental	1	C
24	vtarale/NNetworks Neural networks example	17	Experimental	1	Python
25	Narendersingh007/perceptron-logic-gates From-scratch perceptron algorithm implementation in Python. Trains on...	17	Experimental	—	Jupyter Notebook
26	Ravindu-Sampath-Weerakoon/Linear_Classification Python implementation of the Perceptron algorithm for linear classification,...	15	Experimental	1	Jupyter Notebook
27	Jouwy/Perceptron-MLP-Classification From-scratch NumPy implementations of Perceptron and Multi-Layer Perceptron...	14	Experimental	—	Jupyter Notebook
28	ImtiazShuvo/perceptron-multiclass-classification Multi-class classification using Rosenblatt Perceptron and TensorFlow	14	Experimental	—	Jupyter Notebook
29	gokadin/ai-backpropagation-continued This section explores a few of the problems (and solutions) to neural...	12	Experimental	5	Go
30	amin-tohidi/Simple-classification-using-Heb-and-Perceptron-neural-networks Data classification with the help of classic Hub and Perceptron networks	12	Experimental	5	Python
31	thag0/Treinando-Rede-Neural-Artificial Conjunto de ferramentas para lidar com treinamentos de redes neurais artificiais	11	Experimental	3	Java
32	fxckillua/fuzzy-multilayerperceptron-MLP Implementação de um Perceptron Multicamadas (MLP) com lógica fuzzy. Este...	11	Experimental	—	C
33	Ev3VSSD4rk/RNA-Perceptron A RNA (Rede Neural Artificial) Perceptron é um dos modelos mais simples de...	11	Experimental	—	JavaScript
34	arda-guler/simpleceptor Simple, supervised Python perceptron AI that can "learn" to classify shapes....	11	Experimental	—	Python
35	fxckillua/random-training-algorithm Implementação de um algoritmo de treinamento aleatório para redes neurais....	11	Experimental	—	C++
36	AsherJingkongChen/deep-learn-assign-2 Deep Learning Assignment about: Perceptron Learning Algorithm (PLA),...	11	Experimental	—	Jupyter Notebook
37	YisusYaro/Perceptron 🧠 En el campo de la inteligencia artificial, el perceptrón simple es una red...	11	Experimental	—	Jupyter Notebook
38	fxckillua/multilayerperceptron-with-new-structure Implementação de um Perceptron Multicamadas (MLP) com uma nova estrutura...	11	Experimental	—	C++
39	fxckillua/backpropagation Implementação do algoritmo de retropropagação para treinamento de redes...	11	Experimental	—	Python
40	kacper673/Preceptron-classifier-from-scratch A perceptron classifier for the Iris dataset implemented entirely from...	11	Experimental	—	C++
41	gustavohnsv/mlp Repositório dedicado ao estudo do algoritmo de classificação Perceptron...	11	Experimental	—	C++
42	henriqueedu2001/Perceptron Implementation of a Multilayer Perceptron from "scratch", using just numpy and pandas	10	Experimental	2	Python
43	Renwarren/Perceptron_Pixel Artificial Intelligence Project on Perceptron	10	Experimental	2	Python
44	Ilikepizza2/Perceptron A neat, lightweight and single neuron perceptron written in C++ from scratch...	10	Experimental	2	C++