FlowTorch
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About
FlowTorch is a powerful tool aimed at creating, training, and sampling from complex probability distributions using only a few lines of code. It emphasizes community support, providing detailed guides for users and developers, and plans for educational materials. The tool is modular and extendable, allowing users to combine bijections to form new normalizing flows and to design custom components easily. FlowTorch is production-ready, based on proven code from Pyro with robust unit testing and continuous integration, ensuring ease in creating new components. Its production readiness ensures it meets standards for implementation in real-world applications.
Platform
Features
• design and sample complex probability distributions
• production ready with proven code and testing
• modular and extendable for custom components
• community-focused with guides and tutorials
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