The concept of Human-in-the-Loop for Automated Experiments (hAE) represents an innovative approach to scientific research, blending human expertise with automated systems to optimize experimental processes.
- clone the repository:
- cd hAE
- pip install .
- pip install atomai
- pip install pyroved
- try example data: !wget https://www.dropbox.com/s/nicyvttpihzh1cd/Plasmonic_sets_7222021_fixed.npy [update file path in example.yaml]
- python scripts/active_learning.py --config configs/example.yaml
- python scripts/full_dkl_benchmark.py --config configs/example.yaml
- python scripts/forensics.py --config configs/example.yaml
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AtomAI: GitHub Repository
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AE-DKL: GitHub Repository
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AE-PostExperimentAnalysis-DKL-BEPS: GitHub Repository