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jenga
Jenga is an experimentation library that allows data science practititioners and researchers to study the effect of common data corruptions (e.g., missing values, broken character encodings) on the prediction quality of their ML models.deml-lab
Lab tasks for the course on "Data Engineering for Machine Learning"arguseyes
hedgecut
uva-bigdata-course-2021-students
retrieval_importance
projects-amnesia
Code and experiments for our CIDR paper on "A Selection of Machine Learning Models that Can Forget User Data Very Fast"big-data-course-2022-assignments
open-end-to-end-ml
learning-to-validate-predictions
Code and experiments for our SIGMOD paper on "Learning to Validate the Predictions of Black Box Classifiers on Unseen Data"rust-minhash
schelterlabs.github.io
Public resources for teaching, etc.big-data-course-2022-projects
bd22-docker-setup
Setup of the Jupyter Notebook environment including PySpark, Pandas and DuckDB for course Big Data 2022Love Open Source and this site? Check out how you can help us