ResDAG
A modern, GPU-accelerated Reservoir Computing library for PyTorch. ResDAG brings the power of Echo State Networks (ESNs) and reservoir computing to PyTorch with a clean, modular API. Built for researchers and practitioners who need fast, flexible, and production-ready reservoir computing models.
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ResDAG
A modern, GPU-accelerated reservoir computing library for PyTorch.
resdag brings the power of Echo State Networks (ESNs) and reservoir computing to PyTorch with a clean, modular API. Built for researchers and practitioners who need fast, flexible, and production-ready reservoir computing models.
✨ Key Features
- 🚀 GPU-Accelerated: Full GPU support for training and inference
- 🎯 Pure PyTorch: Native
nn.Modulecomponents, TorchScript compatible - 🧩 Modular Design: Build complex architectures with simple building blocks
- 📊 **Multiple Topologi
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