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The Top 23 Gradient Descent Open Source Projects

Open source projects categorized as Gradient Descent
Categories > Machine Learning > Gradient Descent
Gorgonia ⭐ 5,297
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53most recent commit a month ago
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
most recent commit 3 years ago
Neural Tangents ⭐ 2,149
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 30most recent commit 4 months agopypi neural-tangents} Downloads
Cppnumericalsolvers ⭐ 766
a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)
most recent commit 2 years ago
Optim ⭐ 726
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
most recent commit 3 months ago
Kotlingrad ⭐ 489
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
total releases 2most recent commit a year ago
Neuralnetwork.net ⭐ 472
A TensorFlow-inspired neural network library built from scratch in C# 7.3 for .NET Standard 2.0, with GPU support through cuDNN
total releases 12most recent commit a year ago
Gradientdescentexample ⭐ 428
Example demonstrating how gradient descent may be used to solve a linear regression problem
most recent commit 5 years ago
Theano Rnn ⭐ 374
Demonstration of recurrent neural network implemented with Theano
most recent commit 7 years ago
Diffmorph ⭐ 341
Image morphing without reference points by applying warp maps and optimizing over them.
most recent commit 2 years ago
Ai Simplest Network ⭐ 317
The simplest form of an artificial neural network explained and demonstrated.
most recent commit 4 years ago
Thesemicolon ⭐ 312
This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
most recent commit 6 years ago
Organization Overview ⭐ 310
👇 Overview of all the resources of BRIIM: JavaScript in Machine Learning
most recent commit 4 years ago
Neural Network From Scratch ⭐ 297
Implementing Multiple Layer Neural Network from Scratch
most recent commit 8 years ago
Stein Variational Gradient Descent ⭐ 261
code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"
most recent commit 5 years ago
Deep Learning From Scratch ⭐ 250
Six snippets of code that made deep learning what it is today.
most recent commit 5 years ago
Hands On Deep Learning Algorithms With Python ⭐ 241
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
most recent commit 4 years ago
Coronavirus Epidemic Covid 19 ⭐ 232
👩🏻‍⚕️Covid-19 estimation and forecast using statistical model; 新型冠状病毒肺炎统计模型预测 (Jan 2020)
most recent commit 4 years ago
Nmflibrary ⭐ 201
MATLAB library for non-negative matrix factorization (NMF): Version 2.1
most recent commit 2 years ago
Sgdr ⭐ 199
most recent commit 7 years ago
Classifying_data_using_a_support_vector_machine ⭐ 196
This is the code for the "Classifying Data using Gradient Descent" by Siraj Raval on Youtube
most recent commit 5 years ago
Mlbasic ⭐ 183
深度学习常用优化方法详解
most recent commit 7 years ago
Deep Learning Dynamics Paper List ⭐ 183
This is a list of peer-reviewed representative papers on deep learning dynamics (optimization dynamics of neural networks). The success of deep learning attributes to both network architecture and stochastic optimization. Thus, deep learning dynamics play an essentially important role in theoretical foundation of deep learning.
most recent commit 3 months ago
The 10 Most Depended On Gradient Descent Open Source Projects
Gorgonia ⭐ 5,297
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53latest release October 13, 2023most recent commit a month ago
S_gd2 ⭐ 40
Stress-based Graph Drawing by Stochastic Gradient Descent
dependent packages 4total releases 18latest release August 16, 2020most recent commit a year agopypi s-gd2} Downloads
Ml Incr Sgd Regression ⭐ 6
Online regression via stochastic gradient descent (SGD).
dependent packages 3total releases 8latest release September 24, 2023most recent commit 4 months agonpm @stdlib/ml-incr-sgd-regression} Downloads
Gone ⭐ 23
neural network library in go from scratch
dependent packages 2total releases 11latest release January 31, 2021most recent commit 9 months ago
Optimisation Algorithms ⭐ 6
A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning
dependent packages 1total releases 5latest release September 28, 2022most recent commit 5 months agopypi optimisation-algorithms} Downloads
Regression ⭐ 85
Multiple Regression Package for PHP
dependent packages 1total releases 16latest release February 11, 2017most recent commit 6 years agopackagist mcordingley/regression} Downloads
Networks ⭐ 6
Library which can be used to build feed forward NN, Convolutional Nets, Linear Regression, and Logistic Regression Models.
dependent packages 1total releases 8latest release October 23, 2017most recent commit 6 years agopypi networks} Downloads
Sgd ⭐ 53
An R package for large scale estimation with stochastic gradient descent
dependent packages 1total releases 4latest release July 12, 2019most recent commit 5 years ago
Neural Tangents ⭐ 2,149
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 30latest release August 24, 2023most recent commit 4 months agopypi neural-tangents} Downloads
The 10 Latest Releases In Gradient Descent Open Source Projects
Torchimize ⭐ 110
numerical optimization in pytorch
total releases 12latest release November 26, 2023most recent commit 3 months ago
Gorgonia ⭐ 5,297
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53latest release October 13, 2023most recent commit a month ago
Ml Incr Sgd Regression ⭐ 6
Online regression via stochastic gradient descent (SGD).
dependent packages 3total releases 8latest release September 24, 2023most recent commit 4 months agonpm @stdlib/ml-incr-sgd-regression} Downloads
Neural Tangents ⭐ 2,149
Fast and Easy Infinite Neural Networks in Python
dependent packages 1total releases 30latest release August 24, 2023most recent commit 4 months agopypi neural-tangents} Downloads
Backprop ⭐ 180
Heterogeneous automatic differentiation ("backpropagation") in Haskell
total releases 23latest release July 23, 2023most recent commit 9 months ago
Optimisation Algorithms ⭐ 6
A collection of the most commonly used Optimisation Algorithms for Data Science & Machine Learning
dependent packages 1total releases 5latest release September 28, 2022most recent commit 5 months agopypi optimisation-algorithms} Downloads
Spsa ⭐ 11
A simple implementation of SPSA with automatic learning rate tuning
total releases 6latest release February 25, 2022most recent commit 2 years ago
Kotlingrad ⭐ 489
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
total releases 2latest release December 25, 2021most recent commit a year ago
Popular Machine Learning Categories
Deep Learning
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