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gradient-descent-algorithm

Here are 131 public repositories matching this topic...

hiroyuki-kasai / SGDLibrary

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

machine-learning big-data optimization matlab linear-regression machine-learning-algorithms sgd classification logistic-regression gradient optimization-algorithms online-learning gradient-descent-algorithm variance-reduction stochastic-gradient-descent newtons-method stochastic-optimization-algorithms quasi-newton softmax-classification svrg

Updated May 11, 2023
MATLAB

Madhu009 / Deep-math-machine-learning.ai

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

machine-learning natural-language-processing deep-neural-networks tensorflow word2vec linear-regression q-learning neural-networks reinforcement-learning-algorithms sarsa logistic-regression gans support-vector-machines policy-iteration value-iteration gradient-descent-algorithm monte-carlo-methods temporal-differencing-learning general-adversarial-network

Updated Mar 15, 2019
Jupyter Notebook

satyajitghana / PadhAI-Course

Repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs

deep-neural-networks course deep-learning network cnn pytorch scratch convolutional-neural-networks from neural gradient-descent-algorithm guvi padhai feedforward-neural-networks colab-notebooks one-fourth-labs

Updated Sep 6, 2022
Jupyter Notebook

hiroyuki-kasai / OLSTEC

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

machine-learning machine-learning-algorithms matrix-factorization tensor online-learning background-subtraction matrix-completion tensor-decomposition subspace-learning low-rank-factorization gradient-descent-algorithm stochastic-gradient-descent cp-decomposition large tensor-cp-decomposition grasta grouse petrels sequential-data-analysis

Updated Jan 13, 2023
MATLAB

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

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

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

Updated Mar 23, 2019
Python

bhattbhavesh91 / gradient-descent-variants

My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python

gradient-descent gradient-descent-algorithm stochastic-gradient-descent batch-gradient-descent mini-batch-gradient-descent gradient-descent-methods

Updated Oct 14, 2019
Jupyter Notebook

Jstacs / Jstacs

markov-model statistical-learning bayesian-network generative-model classification hidden-markov-model mixture-model statistical-models gradient-descent-algorithm biological-sequences biological-sequence-statistics discriminative-learning machine-lerning

Updated Nov 8, 2024
Java

clarkzinzow / Machine-Learning-and-Signal-Processing-Algorithms

MATLAB implementations of a variety of machine learning/signal processing algorithms.

machine-learning algorithm ml gradient-descent backpropagation-learning-algorithm proximal-algorithms proximal-operators backpropagation algorithms-implemented matrix-completion backpropagation-algorithm gradient-descent-algorithm stochastic-gradient-descent matlab-implementations signal-processing-algorithms partial-sampling

Updated Aug 24, 2016
MATLAB

nl-hugo / d3-gradient-descent

D3.js | Visualization of the gradient descent algorithm for linear regression

algorithm gradient-descent gradient-descent-algorithm

Updated Jul 3, 2015
JavaScript

Paulnkk / Nonlinear-Optimization-Algorithms

Implementation of nonlinear Optimization Algorithms in Python

nonlinear-optimization conjugate-gradient-descent gradient-descent-algorithm newtons-method trust-region-dogleg-algorithm armijo-backtrack rosenbrock-function-optimization bfgs-algorithm

Updated Feb 15, 2022
Python

Force-Directed-Graph-Layout

prakhargurawa / Force-Directed-Graph-Layout

An interesting application of gradient descent aims to stabilize any input graph such that the forces applied on each node are minimum and the overall model is stable. Visualization is perform using NetworkX.

python machine-learning numpy machine-learning-algorithms python3 matplotlib gradient-descent force-layout force-directed-graphs gradient-descent-algorithm

Updated Dec 11, 2020
Python

hiroyuki-kasai / Subsampled-RTR

Subsampled Riemannian trust-region (RTR) algorithms

big-data optimization optimization-algorithms gradient-descent-algorithm stochastic-optimizers stochastic-gradient-descent sampling-methods subsample large-scale-optimizations riemannian-geometry riemannian-manifold trust-region sub-sampling second-order-optimization riemannian-optimization

Updated Jan 5, 2023
MATLAB

SidJain1412 / LoanDataEDA

📘 Detailed Exploratory Data Analysis of Lending Club Loan Data

python machine-learning jupyter-notebook dataset banking data-analysis interest-rates gradient-descent-algorithm lending-club loan-default-prediction

Updated Dec 6, 2018
Jupyter Notebook

bhushan23 / Convex-Optimization

Implementation of Convex Optimization algorithms

linear-programming convex-optimization adagrad gradient-descent-algorithm subgradient

Updated Jul 27, 2018
Python

krpiyush5 / Quora-Question-Pair-Similarity-Problem-

Identify which questions asked on Quora are duplicates of questions that have already been asked.This could be useful to instantly provide answers to questions that have already been answered,predict whether a pair of questions are duplicates or not

svm exploratory-data-analysis gradient-descent-algorithm quora-question-pairs

Updated May 10, 2019
Jupyter Notebook

shehio / Computational-Biology

viterbi-algorithm computational-biology gene-expression smith-waterman alternative-splicing gradient-descent differential-expression gillespie genome-analysis gradient-descent-algorithm bowtie2 differential-analysis single-cell-genomics gillespie-algorithm single-cell-analysis gradient-descent-implementation genome-alignment viterbi-decoder smith-waterman-alignment differential-expression-analysis

Updated Dec 21, 2019
Jupyter Notebook

f-z / machine-learning-projects

Predicting wine quality using regression on the well-known UCI data set and more

machine-learning linear-regression machine-learning-algorithms regression bayesian-methods logistic-regression machinelearning bayesian gradient gradient-descent bayesian-inference gradients bayesian-statistics radial-basis-function gradient-descent-algorithm knn-classification simple-linear-regression

Updated Jan 21, 2022
Python

labrijisaad / Gradient-Descent-Algorithm-with-Python

in this project we'll Implement the basic functions of the Gradient-Descent algorithm to find the boundary in a small dataset.

python machine-learning jupyter-notebook gradient-descent-algorithm

Updated Mar 7, 2022
Jupyter Notebook

tanvirtin / gradient-descent

A simple demonstration of gradient-descent algorithm in C++ on a linear funciton.

machine-learning linear-regression gradient-descent gradient-descent-algorithm graph-diagram cplusplus-gradient-descent cplusplus-machine-learning

Updated May 23, 2017
C++

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