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Maximilian Nägele

Intermediate
@MaxNaeg

ZXreinforce. Code for the manuscript "Optimizing ZX-Diagrams with Deep Reinforcement Learning", Maximilian Nägele and Florian Marquardt 2024 Mach. Learn.: Sci. Technol. 5 035077

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SciExplorer. Repository for the SciExplorer framework. SciExplorer builds on LLM APIs to create artificial scientist agents that can explore unknown systems by controlling experiments and running analysis code.

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distr_flax. A simple example how to distribute training of a flax neural network over multiples GPUs using data parallelism.

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SciExplorerResults. This notebook contains the results of the paper 'Agentic Exploration of Physics Models'.

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mixed_prec_flax. Jupyter Notebook

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ZX_diag_sampler. Class to sample random ZX-diagrams

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