optimizers-from-scratch

training models with different optimizers using NumPy only. Featuring SGD, Adam, Adagrad, NAG, RMSProp, and Momentum. This repo also includes a benchmark against Pytorch developed optims. (by Brokttv)
Review Education gradient-descent Machine Learning neural-networks numpy-neural-network Optimizers Research
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Brokttv/optimizers-from-scratch is an open source project licensed under MIT License which is an OSI approved license.

The primary programming language of optimizers-from-scratch is Jupyter Notebook.

Popular Comparisons

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