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8 search results found
Gradient Descent Algorithms
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19
A collection of various gradient descent algorithms implemented in Python from scratch
Timeserieslearning
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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
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13
From linear regression towards neural networks...
Coursera Ng Improving Deep Neural Networks Hyperparameter Tuning Regularization And Optimization
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9
Short description for quick search
Paper Implementation Overview Gradient Descent Optimization Sebastian Ruder
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[Python] [arXiv/cs] Paper "An Overview of Gradient Descent Optimization Algorithms" by Sebastian Ruder
Networks
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Library which can be used to build feed forward NN, Convolutional Nets, Linear Regression, and Logistic Regression Models.
Optimizers Visualizations
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A Repository to Visualize the training of Linear Model by optimizers such as SGD, Adam, RMSProp, AdamW, ASMGrad etc
Gradient Descent
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5
A research project on enhancing gradient optimization methods
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Jupyter Notebook Rmsprop (12)
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