gradient-descent-algorithm

There are 6 repositories under gradient-descent-algorithm topic.

hiroyuki-kasai / SGDLibrary
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
optimization optimization-algorithms machine-learning machine-learning-algorithms stochastic-optimization-algorithms stochastic-gradient-descent big-data gradient-descent-algorithm gradient logistic-regression sgd variance-reduction newtons-method linear-regression classification online-learning quasi-newton svrg softmax-classification matlab
Language:MATLAB 214
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 linear-regression tensorflow gradient-descent-algorithm logistic-regression support-vector-machines deep-neural-networks word2vec natural-language-processing reinforcement-learning-algorithms policy-iteration value-iteration monte-carlo-methods temporal-differencing-learning q-learning sarsa general-adversarial-network gans neural-networks
Language:Jupyter Notebook 198
satyajitghana / PadhAI-Course
Repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs
padhai course deep-learning deep-neural-networks convolutional-neural-networks cnn pytorch neural network from scratch gradient-descent-algorithm feedforward-neural-networks colab-notebooks guvi one-fourth-labs
Language:Jupyter Notebook 40
hiroyuki-kasai / OLSTEC
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
subspace-learning tensor-cp-decomposition tensor-decomposition matrix-factorization matrix-completion low-rank-factorization online-learning stochastic-gradient-descent gradient-descent-algorithm background-subtraction grasta grouse petrels cp-decomposition tensor large machine-learning machine-learning-algorithms sequential-data-analysis
Language:MATLAB 32
Arko98 / Gradient-Descent-Algorithms
A collection of various gradient descent algorithms implemented in Python from scratch
ai ml machine-learning machine-learning-algorithms deep-learning deep-learning-algorithms gradient-descent gradient-descent-algorithm rmsprop adagrad adam-optimizer nesterov-accelerated-sgd nesterov-momentum nesterov momentum-optimization-algorithm
Language:Python 30
harshraj11584 / Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder
[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
adadelta adagrad adam-optimizer adam gradient-descent gradient-boosting gradient-descent-algorithm optimization-algorithms optimization-methods adamax amsgrad batch-gradient-descent stochastic-gradient-descent stochastic-optimization stochastic-optimizers momentum nadam nesterov-accelerated-sgd nesterov-momentum rmsprop
Language:Python 23
bhattbhavesh91 / gradient-descent-variants
My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python
gradient-descent-methods gradient-descent-algorithm gradient-descent stochastic-gradient-descent batch-gradient-descent mini-batch-gradient-descent
Language:Jupyter Notebook 19
Jstacs / Jstacs
biological-sequences biological-sequence-statistics statistical-models statistical-learning machine-lerning classification discriminative-learning generative-model gradient-descent-algorithm mixture-model markov-model hidden-markov-model bayesian-network
Language:Java 16
clarkzinzow / Machine-Learning-and-Signal-Processing-Algorithms
MATLAB implementations of a variety of machine learning/signal processing algorithms.
machine-learning algorithm matlab-implementations signal-processing-algorithms algorithms-implemented ml proximal-algorithms proximal-operators gradient-descent gradient-descent-algorithm stochastic-gradient-descent backpropagation backpropagation-learning-algorithm backpropagation-algorithm matrix-completion partial-sampling
Language:MATLAB 11
nl-hugo / d3-gradient-descent
D3.js | Visualization of the gradient descent algorithm for linear regression
gradient-descent gradient-descent-algorithm algorithm
Language:JavaScript 10
Paulnkk / Nonlinear-Optimization-Algorithms
Implementation of nonlinear Optimization Algorithms in Python
newtons-method gradient-descent-algorithm conjugate-gradient-descent trust-region-dogleg-algorithm armijo-backtrack bfgs-algorithm nonlinear-optimization rosenbrock-function-optimization
Language:Python 8
bhushan23 / Convex-Optimization
Implementation of Convex Optimization algorithms
adagrad convex-optimization gradient-descent-algorithm linear-programming subgradient
Language:Python 7
hiroyuki-kasai / Subsampled-RTR
Subsampled Riemannian trust-region (RTR) algorithms
riemannian-optimization trust-region stochastic-optimizers riemannian-manifold big-data second-order-optimization subsample sub-sampling sampling-methods riemannian-geometry gradient-descent-algorithm optimization optimization-algorithms stochastic-gradient-descent large-scale-optimizations
Language:MATLAB 7
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 force-directed-graphs force-layout python3 matplotlib gradient-descent gradient-descent-algorithm numpy machine-learning machine-learning-algorithms
Language:Python 7
SidJain1412 / LoanDataEDA
:blue_book: Detailed Exploratory Data Analysis of Lending Club Loan Data
data-analysis dataset lending-club loan-default-prediction interest-rates banking jupyter-notebook python machine-learning gradient-descent-algorithm
Language:Jupyter Notebook 7
f-z / machine-learning-projects
Predicting wine quality using regression on the well-known UCI data set and more
bayesian bayesian-inference bayesian-methods bayesian-statistics gradient gradient-descent gradient-descent-algorithm gradients knn-classification linear-regression logistic-regression machine-learning machine-learning-algorithms machinelearning radial-basis-function regression simple-linear-regression
Language:Python 6
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
exploratory-data-analysis quora-question-pairs gradient-descent-algorithm svm
Language:Jupyter Notebook 6
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.
gradient-descent-algorithm python machine-learning jupyter-notebook
Language:Jupyter Notebook 6
shehio / Computational-Biology
computational-biology smith-waterman smith-waterman-alignment gillespie-algorithm gillespie gradient-descent gradient-descent-algorithm gradient-descent-implementation genome-analysis genome-alignment differential-analysis gene-expression alternative-splicing differential-expression differential-expression-analysis single-cell-analysis single-cell-genomics viterbi-algorithm viterbi-decoder bowtie2
Language:Jupyter Notebook 6
corvasto / GradientDescentCSharp
Linear Gradient Descent using C#
csharp gradient-descent-algorithm machine-learning
Language:C# 5
MohammadAsadolahi / tensorflow-2.0-simple-linear-regression-whitout-keras
Simple linear regressor that tries to approximate a simple function deployed in Tensorflow 2.0 without Keras
regression regressor tensorflow2 gradient-descent-algorithm function-approximator function-approximation
Language:Jupyter Notebook 5
tanvirtin / gradient-descent
A simple demonstration of gradient-descent algorithm in C++ on a linear funciton.
gradient-descent gradient-descent-algorithm linear-regression graph-diagram cplusplus-gradient-descent machine-learning cplusplus-machine-learning
Language:C++ 5
nofaralfasi / Machine-Learning-Divorce-Prediction
A Logistic model for predicting divorce rates among couples, implemented using the sklearn library.
sklearn machine-learning confusion-matrix divorce-prediction feature-selection algorithm-comparison random-forest-classifier svm-classifier neural-network-classification gradient-descent-algorithm
Language:Jupyter Notebook 4
omerfarukeker / Gradient-Descent-Visualisation
Linear line fitting to data and optimising parameters with Gradient Descent algorithm
gradient-descent gradient-descent-algorithm least-squares least-sqaure-method ordinary-least-squares animation
Language:Python 4
sonaliramji / Animation-of-Linear-Regression-Model-with-Tensorflow
Utilizing Tensorflow's animation capabilities to visualize a Linear Regression model built for predicting House Prices.
tensorflow tensorflow-experiments tensorflow-examples tensorflow-models linear-regression gradient-descent-algorithm house-price-prediction pluralsight machine-learning data-science matplotlib matplotlib-animation numpy
Language:Python 4
ai-girl / optimization-algorithms
gradient-descent gradient-descent-algorithm linesearch newton-raphson secant-method dfp bfgs momentum nesterov-momentum adagrad bisection-method goldensectionsearch hooke-jeeves python numpy
Language:Jupyter Notebook 3
bhattbhavesh91 / gradient-descent-numpy-example
Gradient Descent Algorithm Implementation using NumPy
gradient-descent numpy linear-regression gradient-descent-algorithm
Language:Jupyter Notebook 3
dido1998 / DeepJava
A deep learning library developed from scratch in Java.
deep-learning neural-networks gradient-descent-algorithm backpropagation
Language:Java 3
luke-davidson / ReinforcementLearning
Programming assignments completed for my Reinforcement Learning course: Topics include Bandit Algorithms, Dynamic Programming, policy iteration, Monte-Carlo methods, SARSA, Q-Learning, Dyna-Q/Dyna-Q+, gradient control methods, state aggregation methods, and Deep Q-Learning Networks (DQNs).
bandit-algorithms deep-learning deep-q-network deep-reinforcement-learning dyna-q dynamic-programming gradient-descent-algorithm monte-carlo policy-gradient policy-iteration q-learning reinforcement-learning sarsa-learning
Language:Jupyter Notebook 3
nikitaa30 / Facebook-Comment-Prediction-with-Linear-Regression
Predicting the number of comments on a post with Linear Regression, built from scratch.
linear-regression gradient-descent-algorithm gradient-descent python
Language:Jupyter Notebook 3
nnakul / language-modelling
Using language modelling to develop a text-completion application; studying interpolation of several n-gram models and opimisation of interpolation weights to minimise the perplexity of the model.
natural-language-processing language-model model-interpolations text-generator gradient-descent-algorithm markov-chain
Language:Python 3
nrsharip / gradient-descent
An overview of gradient descent optimization algorithms
gradient-descent gradient-descent-algorithm neural-network neural-networks
Language:Jupyter Notebook 3
Royal2 / Robot-Traversal-II
Motion Planning and Navigation (Traversal using Gradient Descent Algorithm)
matlab motion-planning gradient-descent-algorithm
Language:MATLAB 3
sabeelahmad / Gradient-Descent
Gradient Descent for N features using two datasets: Boston House data, Power Plant Data
machine-learning linear-regression linear-regression-models gradient-descent gradient-descent-algorithm boston-housing-price-prediction sklearn numpy pandas power-plant-predictions feature-scaling
Language:Jupyter Notebook 3
sugatagh / Implementing-Logistic-Regression-from-Scratch
While it is convenient to use advanced libraries for day-to-day modeling, it does not give insight into the details of what really happens underneath, when we run the codes. In this work, we implement a logistic regression model manually from scratch, without using any advanced library, to understand how it works.
binary-classification gradient-descent-algorithm logistic-regression machine-learning-algorithms regularization vectorized-computation
Language:Jupyter Notebook 3
vrn25 / Machine-Learning-Coursera
Solutions to Coursera's Intro to Machine Learning course in python
machine-learning machine-learning-algorithms neural-networks jupyter-notebooks python-3 numpy matplotlib k-means-clustering pca-implementation data-compression support-vector-machines machine-learning-design machine-learning-curves backpropagation-learning-algorithm regularized-linear-regression regularized-logistic-regression gradient-descent-algorithm feature-normalization anomaly-detection-algorithm recommender-systems
Language:Jupyter Notebook 3

gradient-descent-algorithm

hiroyuki-kasai / SGDLibrary

Madhu009 / Deep-math-machine-learning.ai

satyajitghana / PadhAI-Course

hiroyuki-kasai / OLSTEC

Arko98 / Gradient-Descent-Algorithms

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

bhattbhavesh91 / gradient-descent-variants

Jstacs / Jstacs

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

nl-hugo / d3-gradient-descent

Paulnkk / Nonlinear-Optimization-Algorithms

bhushan23 / Convex-Optimization

hiroyuki-kasai / Subsampled-RTR

prakhargurawa / Force-Directed-Graph-Layout

SidJain1412 / LoanDataEDA

f-z / machine-learning-projects

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

labrijisaad / Gradient-Descent-Algorithm-with-Python

shehio / Computational-Biology

corvasto / GradientDescentCSharp

MohammadAsadolahi / tensorflow-2.0-simple-linear-regression-whitout-keras

tanvirtin / gradient-descent

nofaralfasi / Machine-Learning-Divorce-Prediction

omerfarukeker / Gradient-Descent-Visualisation

sonaliramji / Animation-of-Linear-Regression-Model-with-Tensorflow

ai-girl / optimization-algorithms

bhattbhavesh91 / gradient-descent-numpy-example

dido1998 / DeepJava

luke-davidson / ReinforcementLearning

nikitaa30 / Facebook-Comment-Prediction-with-Linear-Regression

nnakul / language-modelling

nrsharip / gradient-descent

Royal2 / Robot-Traversal-II

sabeelahmad / Gradient-Descent

sugatagh / Implementing-Logistic-Regression-from-Scratch

vrn25 / Machine-Learning-Coursera