stochastic-gradient-descent topic
SGDLibrary
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
ml_algo
Machine learning algorithms in Dart programming language
Blur-and-Clear-Classification
Classifying the Blur and Clear Images
RSOpt
Riemannian stochastic optimization algorithms: Version 1.0.3
psgd_torch
Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)
ML_from_Scratch
Implementation of basic ML algorithms from scratch in python...
machine-learning
Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Ma...
Deep-Learning-Optimization-Algorithms
Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.
pydata-london-2018
Slides and notebooks for my tutorial at PyData London 2018
retailbox
🛍️RetailBox - eCommerce Recommender System using Machine Learning