Applied artificial intelligence in Godot game engine
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Aug 16, 2021 - GDScript
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perceptrons
Here are 21 public repositories matching this topic...
A framework for mini neural networks (perceptrons), written from scratch in python. The goal of the project is to demystify the workings of a neural network and various training algorithms by providing code written from scratch for the simplest neural network one could have.
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Oct 28, 2020 - Python
An Educational Framework Based on PyTorch for Deep Learning Education and Exploration
python deep-neural-networks deep-learning neural-network numpy genetic-algorithm optimizer pytorch autograd artificial-intelligence deep-learning-library feedforward-neural-network convolutional-neural-networks gradient-descent backpropagation cupy adam-optimizer perceptrons deep-learning-framework training-algorithms
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Dec 24, 2023 - Python
Machine Learning Modelling On Regression & Classification Problems
github data-science machine-learning jetbrains numpy scikit-learn pandas learn data-analysis collaborate perceptrons classifiers regressors ghdesktop
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Sep 10, 2022 - Jupyter Notebook
Tune weights manually.
machine-learning numpy matplotlib weights udacity-deep-learning perceptrons biases interactive-perceptrons
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Oct 9, 2019 - Python
Tutorial: A Perceptron in just a few lines of Python code
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Apr 3, 2017 - Jupyter Notebook
A simple perceptron with vizualization of the learning process. Hit the 'train' button to see it learning how to classify points in a 2D space.
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Jun 11, 2019 - JavaScript
My implementation of Multi-layer Perceptron Neural Networks for Artificial Intelligence
neural-network artificial-intelligence artificial-neural-networks multi-layer-perceptron artificial-neural-network perceptrons
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Mar 29, 2017 - C
Discover the main building blocks of neural networks and understand the three main neural network architectures. Explore the process of solving a regression data problem
deep-learning pytorch recurrent-neural-networks neural-networks artificial-neural-networks convolutional-neural-networks gradient-descent data-preparation loss-functions perceptrons anns
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Mar 28, 2020 - Jupyter Notebook
Perceptron implementation for a Neural Net written in Python
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Jan 27, 2019 - Python
Perceptron classifier in Python, powered by the mantissa C engine. Rosenblatt + ADALINE rules, classic UCI datasets, honest benchmarks vs scikit-learn — 3.5× leaner RAM, 4.6× faster batch predict. By Tekin Ertekin.
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Jul 25, 2026 - Python
Single Layer Perceptrons are the fundamental of Neural Networks. They are very effective on linearly separable classes.
opencv youtube algorithm tutorials neural-networks perceptron perceptrons perceptron-learning-algorithm perceptron-algorithm single-layer-perceptron opencv-cpp perceptron-neural-networks single-layered-neural-network single-layer-perceptron-network
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Jul 17, 2021 - C++
Artificial Inteligence Tecniques
artificial-intelligence classification artificial-neural-networks perceptron artificial-intelligence-algorithms perceptrons classifier-model perceptron-learning-algorithm sex-classifier
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Jan 20, 2025 - Python
The project involves Hopfield models, supervised learning and unsupervised learning.
reinforcement-learning deep-learning recurrent-neural-networks supervised-learning convolutional-neural-networks unsupervised-learning hopfield-network backpropagation perceptrons deterministic-hopfield-networks stochastic-hopfield-networks boltzmann-distribution
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Jan 4, 2021 - MATLAB
Repository containing all source files and assignments from Pattern Recognition classes at college.
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Sep 1, 2021 - Jupyter Notebook
computer program that trains a series of perceptrons, based on PLA, to classify iris data
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Sep 23, 2020 - Jupyter Notebook
Doing algorithms on next sets of data
data-science data machine-learning algorithms numpy data-visualization ipynb knearest-neighbor-classifier perceptrons centroids
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Apr 19, 2026 - Jupyter Notebook
MLP Approximator. Conducting the research how number of perceptrons influences onto learning quality.
neural-network numpy python3 mlp perceptrons educational-project approximation-algorithms matplotlib-pyplot
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Apr 17, 2020 - Python
Learning about Neural Networks from Andrej Karpathy
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Oct 15, 2024 - Python
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