Advanced Optimization
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A high-dimensional, multi-objective, multi-fidelity function
Optimization Benchmarks
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Direct Arylation
🧪1Optimize reaction conditions including substance choices
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Hartmann-4
📈1Optimize a four-dimensional transfer learning example
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Branin
👁1A 2D analytic function used for optimization benchmarking
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Sklearn Train Basic
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Hartmann-6
📈1Optimize a six-dimensional transfer learning example
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Hybrid Space Toy
🔮1Simple function with continuous and categorical parameters
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Process Optimization Toy
🏭1Simple continuous function with many irrelevant parameters
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Aryl Halides
🧪1Optimize yield of several aryl halide cross couplings