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gradient-descent-algorithm

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hiroyuki-kasai / SGDLibrary

Star 221

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

Star 197

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

hiroyuki-kasai / OLSTEC

Star 36

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

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

Star 23

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

adadelta momentum gradient-descent optimization-methods optimization-algorithms adam adagrad rmsprop gradient-descent-algorithm stochastic-optimizers stochastic-gradient-descent gradient-boosting adam-optimizer adamax stochastic-optimization batch-gradient-descent nesterov-accelerated-sgd amsgrad nesterov-momentum nadam
  • Updated Mar 23, 2019
  • Python

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

Star 11

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

shehio / Computational-Biology

Star 6
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

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