Pinned Repositories
arguseyes
big-data-course-2022-assignments
deml-lab
Lab tasks for the course on "Data Engineering for Machine Learning"
hedgecut
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.
learning-to-validate-predictions
Code and experiments for our SIGMOD paper on "Learning to Validate the Predictions of Black Box Classifiers on Unseen Data"
open-end-to-end-ml
projects-amnesia
Code and experiments for our CIDR paper on "A Selection of Machine Learning Models that Can Forget User Data Very Fast"
retrieval_importance
uva-bigdata-course-2021-students
schelterlabs's Repositories
schelterlabs/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.
schelterlabs/deml-lab
Lab tasks for the course on "Data Engineering for Machine Learning"
schelterlabs/arguseyes
schelterlabs/hedgecut
schelterlabs/retrieval_importance
schelterlabs/uva-bigdata-course-2021-students
schelterlabs/projects-amnesia
Code and experiments for our CIDR paper on "A Selection of Machine Learning Models that Can Forget User Data Very Fast"
schelterlabs/big-data-course-2022-assignments
schelterlabs/learning-to-validate-predictions
Code and experiments for our SIGMOD paper on "Learning to Validate the Predictions of Black Box Classifiers on Unseen Data"
schelterlabs/open-end-to-end-ml
schelterlabs/bd22-docker-setup
Setup of the Jupyter Notebook environment including PySpark, Pandas and DuckDB for course Big Data 2022
schelterlabs/big-data-course-2022-projects
schelterlabs/rust-minhash
schelterlabs/schelterlabs.github.io
Public resources for teaching, etc.
schelterlabs/snapcase
schelterlabs/arguseyes-example
schelterlabs/caboose
schelterlabs/caboose_index
schelterlabs/CleanML
A Benchmark for Joint Data Cleaning and Machine Learning
schelterlabs/micromodels
Micromodels -- A framework for accurate, explainable, data efficient, and reusable NLP models.
schelterlabs/serenade-1
Session-based recommender system: Serenade
schelterlabs/thesis-topics
schelterlabs/together-api