⭐️ Linear Regression with Gradient Descent in JavaScript (Unvectorized, Visualized)
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Dec 28, 2017 - JavaScript
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gradient-descent
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simple machine learning demo
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Dec 30, 2022 - JavaScript
A fast, interactive tool to visualize how different gradient descent algorithms (like vanilla gradient Descent, Momentum, RMSprop, Adam, etc.) navigate complex loss surfaces in real time.
visualization deep-learning neural-network interactive optimizer gradient-descent backpropagation rmsprop adam-optimizer
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May 12, 2025 - JavaScript
⭐️ Multivariate Linear Regression with Gradient Descent in JavaScript (Vectorized)
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Dec 28, 2017 - JavaScript
A collection of algorithms done in JavaScript with visual demos
demo machine-learning algorithm linear-regression machine-learning-algorithms particle-filter gradient-descent k-means kalman-filter k-nearest-neighbours
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Apr 17, 2023 - JavaScript
D3.js | Visualization of the gradient descent algorithm for linear regression
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Jul 3, 2015 - JavaScript
A stunning text animation demo inspired by award-winning websites, featuring a smooth scroll-based opacity transition effect. This project demonstrates how to create an engaging text reveal animation that responds to user scroll, similar to effects seen on websites like matvoyce.tv and thirtysixstudio.com.
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Jan 30, 2025 - JavaScript
⭐️ Univariate Linear Regression with Gradient Descent in JavaScript (Vectorized)
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Dec 28, 2017 - JavaScript
Index of different Optimization Methods
optimization levenberg-marquardt gradient-descent interactive-visualizations newtons-method bfgs quasi-newton nerdamer-js
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Dec 4, 2022 - JavaScript
Draw a circle and see how close you got to drawing a perfect circle.
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Nov 16, 2019 - JavaScript
Learn Machine learning by doing exercises and intuitive animations
transformers matrix-multiplication neural-networks gradient-descent learning-by-doing attention-mechanism lstm-neural-networks ai-agents hands-on-machine-learning vae-implementation stable-diffusion llms
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Jan 23, 2026 - JavaScript
Online regression via stochastic gradient descent (SGD).
nodejs javascript machine-learning node algorithm statistics online math incremental stdlib mathematics ml regression prediction stats node-js gradient-descent
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Feb 8, 2026 - JavaScript
Incrementally perform binary classification using stochastic gradient descent (SGD).
nodejs javascript machine-learning node algorithm statistics online math binary incremental stdlib class mathematics ml logistic prediction stats classification node-js gradient-descent
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Feb 9, 2026 - JavaScript
Interactive labs designed to visualize the behaviour of various Machine Learning algorithms.
visualization reinforcement-learning optimization machine-learning-algorithms reinforcement-learning-algorithms gradient-descent interactive-visualizations cartpole-v1
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Jan 11, 2026 - JavaScript
🤖 Artificial intelligence (neural network) proof of concept to solve the classic XOR problem. It uses known concepts to solve problems in neural networks, such as Gradient Descent, Feed Forward and Back Propagation.
machine-learning deep-learning neural-network artificial-intelligence neural-networks artificial-neural-networks feedforward-neural-network gradient-descent backpropagation neural-network-example backpropagation-algorithm artificial-intelligence-algorithms back-propagation sigmoid-function xor-problem xor-neural-network feed-forward feed-forward-neural-networks backpropagation-neural-network sigmoid-activation
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Oct 17, 2022 - JavaScript
An interactive demo made for my talk on Tensorflow
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Sep 24, 2023 - JavaScript
Gradient Descent Visualiser
visualization machine-learning optimization gradient-descent backpropagation optimization-algorithms loss-functions
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Feb 22, 2025 - JavaScript
Pure JavaScript implementation of a Multilayer Perceptron (MLP) neural network from scratch using basic math, forward/backpropagation, and gradient descent. No ML libraries. Built for learning and experimentation.
github javascript github-pages deep-learning neural-network artificial-intelligence learn mlp gradient-descent backpropagation from-scratch multilayer-perceptron-network
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Dec 24, 2025 - JavaScript
Simple linear regression with gradient descent in JS
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Jan 9, 2020 - JavaScript
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