nesterov-momentum

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Arko98 / Gradient-Descent-Algorithms

A collection of various gradient descent algorithms implemented in Python from scratch

machine-learning ai deep-learning machine-learning-algorithms ml deep-learning-algorithms gradient-descent adagrad rmsprop gradient-descent-algorithm adam-optimizer nesterov-accelerated-sgd nesterov-momentum nesterov momentum-optimization-algorithm

Updated Feb 28, 2023
Python

aromanro / MachineLearning

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From linear regression towards neural networks...

data-science machine-learning neural-network linear-regression machine-learning-algorithms data-analysis logistic-regression gradient-descent backpropagation adagrad rmsprop generalized-linear-models multilayer-perceptron-network adam-optimizer nesterov-accelerated-sgd nesterov-momentum nadam

Updated Dec 31, 2025
C++

harshraj11584 / Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder

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[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

Updated Mar 23, 2019
Python

nasreen-ahmed / optimization-algorithms

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python numpy momentum gradient-descent dfp adagrad newton-raphson gradient-descent-algorithm bfgs hooke-jeeves linesearch bisection-method secant-method nesterov-momentum goldensectionsearch

Updated Apr 5, 2022
Jupyter Notebook

Mypathissional / GradientDescentAlgorithms

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The implementation of famous Gradient Descent Algorithms along with nice visualizations in Matlab

animation matlab rmsprop ackley adam-optimizer nesterov-momentum gradient-descent-algos

Updated Oct 22, 2018
MATLAB

dilettagoglia / impl-NN-from-scratch

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🧠Implementation of a Neural Network from scratch in Python for the Machine Learning Course.

machine-learning neural-network regression classification backpropagation bias-variance multilayer-perceptron-network mlp-regressor nesterov-accelerated-sgd mlp-classifier sgd-optimizer nesterov-momentum

Updated Oct 15, 2021
Python

qdm097 / MNIST-CNN

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Digit recognition neural network using the MNIST dataset. Features include a full gui, convolution, pooling, momentum, nesterov momentum, RMSProp, batch normalization, and deep networks.

neural-network mnist neural-networks mnist-dataset image-classification image-recognition convolution convolutional-neural-networks gradient-descent neural-nets rmsprop stochastic-gradient-descent neuralnetworks pooling batchnorm nesterov-accelerated-sgd mnist-handwriting-recognition transposedconvolution nesterov-momentum

Updated Jun 8, 2020
C#

anilesh-prajapati / Data-Structures-Algorithms-and-Machine-Learning-Optimization

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Data Structures, Algorithms and Machine Learning Optimization

hashing algorithms graphs data-structures adadelta momentum gradient-descent trees adam adagrad rmsprop nesterov-momentum nadam searching-and-sorting list-based-data-structures set-based-data-structures jacobian-matrices hessian-matrices

Updated Jul 31, 2023
Jupyter Notebook

gmg00 / ML_prj

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This repository contains a Python implementation of a neural network from scratch. Final project for the "Machine Learning 23/24" course.

python machine-learning numpy regularization adam-optimizer nesterov-momentum

Updated Sep 3, 2024
Jupyter Notebook

qdm097 / ChessAIProject

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Uses a collection of human chess games to have an AI learn to play chess.

chess-engine chess csharp neural-network chess-game chess-board rmsprop chess-ai nesterov-momentum

Updated Apr 29, 2020
C#

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