stochastic-gradient-descent topic
psgd_tf
Tensorflow implementation of preconditioned stochastic gradient descent
Yelp-Recommendation-System
Recommend Restaurants to User based on the ratings given by them to the restaurants
RMSGD
Exploiting Explainable Metrics for Augmented SGD [CVPR2022]
python-svm-sgd
Python implementation of stochastic sub-gradient descent algorithm for SVM from scratch
gradient-descent-variants
My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python
OLSTEC
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
SimpleDeepNetToolbox
Simple MATLAB toolbox for deep learning network: Version 1.0.3
pSGLD
AAAI & CVPR 2016: Preconditioned Stochastic Gradient Langevin Dynamics (pSGLD)
fmin_adam
Matlab implementation of the Adam stochastic gradient descent optimisation algorithm
Digit-Classifier
Wrote a neural network that uses fundamental DL algorithms to identify handwritten digits from MNIST dataset.