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gradient-descent-algorithm
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86 public repositories
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A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
Updated
Mar 15, 2019
Jupyter Notebook
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
Updated
Jun 8, 2021
MATLAB
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
Updated
Jun 1, 2018
MATLAB
[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
Updated
Mar 23, 2019
Python
Repository containing the colab-notebooks of the course i did on deep learning from One-Fourth-Labs
Updated
Mar 14, 2021
Jupyter Notebook
My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python
Updated
Oct 14, 2019
Jupyter Notebook
D3.js | Visualization of the gradient descent algorithm for linear regression
Updated
Jul 3, 2015
JavaScript
📘 Detailed Exploratory Data Analysis of Lending Club Loan Data
Updated
Dec 6, 2018
Jupyter Notebook
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
Updated
May 10, 2019
Jupyter Notebook
Updated
Dec 21, 2019
Jupyter Notebook
Subsampled Riemannian trust-region (RTR) algorithms
Updated
Jun 20, 2019
MATLAB
Linear line fitting to data and optimising parameters with Gradient Descent algorithm
Updated
Aug 29, 2019
Python
Solutions to Coursera's Intro to Machine Learning course in python
Updated
Aug 4, 2019
Jupyter Notebook
Implementation of Convex Optimization algorithms
Updated
Jul 27, 2018
Python
MATLAB implementations of a variety of machine learning/signal processing algorithms.
Updated
Aug 24, 2016
MATLAB
Utilizing Tensorflow's animation capabilities to visualize a Linear Regression model built for predicting House Prices.
Updated
Jul 30, 2018
Python
Updated
Jul 14, 2021
Java
Linear Gradient Descent using C#
A simple demonstration of gradient-descent algorithm in C++ on a linear funciton.
A collection of various gradient descent algorithms implemented in Python from scratch
Updated
Apr 5, 2020
Python
This is a workspace for meta-learning methods using Reinforcement learning
Updated
Feb 24, 2017
Python
A deep learning library developed from scratch in Java.
Updated
Sep 22, 2018
Java
Predicting wine quality using regression on the well-known UCI data set and more
Updated
Jul 7, 2018
Python
Gradient Descent Algorithm Implementation using NumPy
Updated
Oct 14, 2019
Jupyter Notebook
It demostrates the batch gradient descent algorithm of machine learning for linear regression problems.
Updated
Jun 27, 2018
Python
Updated
Jun 12, 2018
Python
Linear Regression Gradient Descent Example
Updated
Oct 19, 2020
Jupyter Notebook
Logistic Regression using Tensorflow
Updated
Dec 2, 2017
Python
Predicting the number of comments on a post with Linear Regression, built from scratch.
Updated
May 22, 2020
Jupyter Notebook
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.
Updated
Dec 11, 2020
Python
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