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willieneis (Willie Neiswanger) · GitHub
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Assistant Prof @ USC Viterbi CS. Research in machine learning & AI, uncertainty quantification, decision making, and ML systems.
Highlights
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dragonfly/dragonfly
dragonfly/dragonfly PublicAn open source python library for scalable Bayesian optimisation.
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uncertainty-toolbox/uncertainty-toolbox
uncertainty-toolbox/uncertainty-toolbox PublicUncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
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leopard-ai/betty
leopard-ai/betty PublicBetty: an automatic differentiation library for generalized meta-learning and multilevel optimization
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naszilla/naszilla
naszilla/naszilla PublicNaszilla is a Python library for neural architecture search (NAS)
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TorchUQ/torchuq
TorchUQ/torchuq PublicA library for uncertainty quantification based on PyTorch
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bayesian-algorithm-execution
bayesian-algorithm-execution PublicBayesian algorithm execution (BAX)
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