LMDML

Scalable large-margin distance metric learning using stochastic gradient descent

Stars

2

Forks

0

Language

C

Last Updated

Sep 03, 2020

Similar Repos
Repo Language Stars Description Updated At
C++ 25 Stochastic Gradient Descent SVM classifier Dec 22, 2022
Python 2 Averaged Stochastic Gradient Descent Classifiers Apr 02, 2017
Python 6 Estimating ARMA model parameters using stochastic gradient descent Jan 13, 2021
C++ 2 Stochastic gradient descent library in C++ Sep 09, 2021
Python 13 Weighted multiple-instance learning algorithm based on stochastic gradient descent Apr 02, 2023
JavaScript 2 Incrementally perform binary classification using stochastic gradient descent (SGD). Jan 11, 2022
Java 2 Hadoop Streaming for Logistic Regression using Stochastic Gradient Descent Aug 20, 2021
Python 4 Fluctuation-dissipation relations for stochastic gradient descent Feb 06, 2022
JavaScript 2 Online regression via stochastic gradient descent (SGD). Nov 22, 2021
C++ 22 Asynchronous Stochastic Gradient Descent with Delay Compensation Feb 17, 2022
Python 2 Parallelization of k-means clustering and Stochastic Gradient Descent using MPI Mar 19, 2022
Jupyter Notebook 2 The two-spiral Problem solved using the Stochastic Gradient Descent optimiser. Aug 12, 2022
Matlab 3 Mirror Descent for Metric Learning Jul 11, 2020
Jupyter Notebook 54 An IPython notebook showing the basics of implementing gradient descent and stochastic gradient descent in … Apr 26, 2023
Python 42 Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradient Descent Mar 28, 2022
C++ 69 CUDA Matrix Factorization Library with Stochastic Gradient Descent (SGD) Mar 25, 2023
Jupyter Notebook 17 My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python Nov 23, 2022
Jupyter Notebook 2 TF2 implementation of Learning to learn by gradient descent by gradient descent Jul 28, 2022
Python 22 JAX implementation of Learning to learn by gradient descent by gradient descent Mar 08, 2023
Julia 4 Replicated Stochastic Gradient Descent on Commitee machines with binary weights Jul 28, 2020
Python 5 TensorFlow implementation of "SGDR: Stochastic Gradient Descent with Warm Restarts" Apr 25, 2023
Python 295 A PyTorch implementation of Learning to learn by gradient descent by gradient descent Aug 16, 2022
VHDL 27 FPGA-based stochastic gradient descent (powered by ZipML - Low-precision machine learning on reconfigurable hardware) May 25, 2022
Python 2 Linear regression using gradient descent Nov 06, 2020
Python 2 Mirror Descent for Metric Learning (Python version) May 19, 2021
Jupyter Notebook 7 Tensorflow 2.0 Keras implementation of "Learning to learn by gradient descent by gradient descent" Apr 27, 2023
Python 7 Learning to learn by gradient descent by gradient descent, Andrychowicz et al., NIPS 2016 Aug 25, 2020
R 20 Supervised Distance Metric Learning with R Jul 01, 2020
R 58 R package for Distance Metric Learning Feb 25, 2021
Python 162 Distance Metric Learning Algorithms for Python Apr 17, 2023
Matlab 3 Distance metric learning with the Universum Nov 12, 2019
Jupyter Notebook 50 Linear model training using stochastic gradient descent (SGD) on PYNQ with full to low precision. May 28, 2022
Python 2 Implementing standard econometric models using Stochastic Gradient Descent and Perceptrons instead of MLE and GMM. Oct 14, 2023
Python 27 Python implementation of stochastic sub-gradient descent algorithm for SVM from scratch Jun 13, 2022
Jupyter Notebook 10 Simple python implementation of stochastic gradient descent for neural networks through backpropagation. Feb 20, 2023
Jupyter Notebook 3 Linear classifiers (Logistic Regression, GDA), Stochastic Gradient Descent, L1 L2 Regularization, SVM Mar 10, 2023
Go 3 Example of mini-batch SGD (mini-batch stochastic gradient descent) in Go Dec 29, 2022
Jupyter Notebook 3 Gradient Descent Algorithm Implementation using NumPy Oct 15, 2021
Python 32 Convex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and … Apr 18, 2023
Python 176 PyTorch Implementation of `No Fuss Distance Metric Learning using Proxies`. Dec 13, 2022
Python 133 Stochastic Gradient Push for Distributed Deep Learning Jul 13, 2022
Python 3 Machine Learning and Deep Learning using Python on MNIST data using Stochastic Gradient Approach Aug 28, 2021
Matlab 7 Unsupervised Distance Metric Learning ToolKits in Matlab Dec 22, 2020
Python 3039 Representation learning on large graphs using stochastic graph convolutions. May 09, 2023
Python 2 Representation learning on large graphs using stochastic graph convolutions. Feb 06, 2021
None 9 Stochastic edit distance implementation using OpenFst Jun 28, 2021
Matlab 3 Kernel Distance Metric Learning using Pairwise Constraints for Person Re-Identification Nov 24, 2020
Python 86 TensorFlow implementation of the paper "Learning to learn by gradient descent by gradient descent ( … Sep 18, 2022
Python 33 Bayesian Deep Learning with Stochastic Gradient MCMC Methods Apr 06, 2023
Python 7 Gradient-descent quantum process tomography by learning Kraus operators Aug 08, 2022