adagrad topic
deepnet
Educational deep learning library in plain Numpy.
Hands-On-Deep-Learning-Algorithms-with-Python
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
a-tour-of-pytorch-optimizers
A tour of different optimization algorithms in PyTorch.
TimeSeriesLearning
The project aimed to implement Deep NN / RNN based solution in order to develop flexible methods that are able to adaptively fillin, backfill, and predict time-series using a large number of heterogen...
Count-Sketch-Optimizers
A compressed adaptive optimizer for training large-scale deep learning models using PyTorch
SimpleDeepNetToolbox
Simple MATLAB toolbox for deep learning network: Version 1.0.3
Gradient-Descent-Algorithms
A collection of various gradient descent algorithms implemented in Python from scratch
Paper-Implementation-Overview-Gradient-Descent-Optimization-Sebastian-Ruder
[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
FactorizationMachine
implementation of factorization machine, support classification.
MachineLearning
From linear regression towards neural networks...