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hdocmsu's Projects
well-calibrated-regression-uncertainty
Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".
what_it_takes_to_be_a_python_expert
Bits of code from James Powell lecture on core concepts of python written in four Jupyter notebooks that cover protocol view of python, metaclasses, decorators, generators and context managers.
whirlwindtourofpython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"
workflows
Composite Actions workflows for use in fastai projects
workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
zenml
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
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