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Two-Layer ReLU Autoencoders via Convex Optimization based on the paper "Convex Neural Autoregressive Models: Towards Tractable, Expressive, and Theoretically-Backed Models for Sequential Forecasting and Generation" by B. Bartan, T. Ergen, M. Pilanci
Differentiable convex optimization layers
Discovers high dimensional models from 1D data using deep delay autoencoders
DeepONet and UQ for power systems transient stability
Learning nonlinear operators via DeepONet
Short intro to scientific machine learning using physics informed neuronal networks. I used PyTorch as a framework.
Codes for the paper "Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex"
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
General neural ODE and DAE modules for power system dynamic modeling.
A package for the sparse identification of nonlinear dynamical systems from data
Scalable Convex Neural Networks
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
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.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.