yeounoh / slicefinder
automatic data slicing
☆35Updated 3 years ago
Alternatives and similar repositories for slicefinder:
Users that are interested in slicefinder are comparing it to the libraries listed below
- ☆135Updated last year
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 2 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated last year
- this repo might get accepted☆29Updated 4 years ago
- Train Gradient Boosting models that are both high-performance *and* Fair!☆103Updated 8 months ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆103Updated 11 months ago
- A practical Active Learning python package with a strong focus on experiments.☆51Updated 2 years ago
- SPEAR: Programmatically label and build training data quickly.☆105Updated 8 months ago
- Editing machine learning models to reflect human knowledge and values☆124Updated last year
- A python package for benchmarking interpretability techniques on Transformers.☆213Updated 5 months ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- ☆21Updated last year
- Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling☆31Updated 4 years ago
- ☆30Updated 3 years ago
- Jenga is an experimentation library that allows data science practititioners and researchers to study the effect of common data corruptio…☆38Updated last year
- ✂️ Fast slice finding for Machine Learning model debugging.☆91Updated last week
- A collection of machine learning model cards and datasheets.☆73Updated 8 months ago
- A visual analytic system for fair data-driven decision making☆25Updated 2 years ago
- Distributed skorch on Ray Train☆57Updated 2 years ago
- A Natural Language Interface to Explainable Boosting Machines☆65Updated 8 months ago
- FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning☆38Updated 10 months ago
- ☆18Updated 3 years ago
- Supervised Local Modeling for Interpretability☆28Updated 6 years ago
- Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University☆45Updated 2 years ago
- Functional deep learning☆108Updated 2 years ago
- Identifying Mislabeled Instances inClassification Datasets☆29Updated 2 years ago
- A library that implements fairness-aware machine learning algorithms☆125Updated 4 years ago
- Code repository for the NAACL 2022 paper "ExSum: From Local Explanations to Model Understanding"☆64Updated 2 years ago
- Interactive Jupyter notebook widget for visually comparing embedding spaces.☆109Updated 11 months ago
- CinnaMon is a Python library which offers a number of tools to detect, explain, and correct data drift in a machine learning system☆77Updated 2 years ago