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7 search results found

Deepnet ⭐ 267

Implementations of CNNs, RNNs and deep learning techniques in pure Numpy

Gradient Descent Algorithms ⭐ 19

A collection of various gradient descent algorithms implemented in Python from scratch

Timeserieslearning ⭐ 14

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 heterogeneous training datasets.

Machinelearning ⭐ 13

From linear regression towards neural networks...

Count Sketch Optimizers ⭐ 10

A compressed adaptive optimizer for training large-scale deep learning models using PyTorch

Paper Implementation Overview Gradient Descent Optimization Sebastian Ruder ⭐ 7

[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder

Library which can be used to build feed forward NN, Convolutional Nets, Linear Regression, and Logistic Regression Models.

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