This project forked from kipok/understanding-momentum
Code for the paper "Understanding the Role of Momentum in Stochastic Gradient Methods"
To reproduce experiments performed in the paper, see code and comments in experiments.ipynb.
To run logistic regression on MNIST or ResNet-18 on CIFAR, you can use scripts in lr_on_mnist and
resnet_on_cifar correspondingly. Run python main.py --help for list of available hyperparameters in both
scripts.
To be able to run the code, you need to install the following Python packages: numpy, matplotlib, pytorch (v0.4), tensorboardx
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
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TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
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We are working to build community through open source technology. NB: members must have two-factor auth.
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Google ❤️ Open Source for everyone.
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Alibaba Open Source for everyone
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Data-Driven Documents codes.
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China tencent open source team.
