yeounoh / slicefinderLinks
automatic data slicing
☆34Updated 4 years ago
Alternatives and similar repositories for slicefinder
Users that are interested in slicefinder are comparing it to the libraries listed below
Sorting:
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- this repo might get accepted☆28Updated 4 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆107Updated last year
- ☆139Updated last year
- ☆30Updated 3 years ago
- SPEAR: Programmatically label and build training data quickly.☆108Updated last year
- ✂️ Fast slice finding for Machine Learning model debugging.☆95Updated last week
- Jenga is an experimentation library that allows data science practititioners and researchers to study the effect of common data corruptio…☆41Updated 2 years ago
- Template-based generation of DAG cards from Metaflow classes, inspired by Google cards for machine learning models.☆30Updated 3 years ago
- A benchmark of data-centric tasks from across the machine learning lifecycle.☆72Updated 3 years ago
- Clustering for mixed-type data☆99Updated last year
- Train Gradient Boosting models that are both high-performance *and* Fair!☆105Updated 2 months ago
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆164Updated 3 months ago
- To Trust Or Not To Trust A Classifier. A measure of uncertainty for any trained (possibly black-box) classifier which is more effective t…☆177Updated 2 years ago
- Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling☆31Updated 4 years ago
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆220Updated 2 years ago
- A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently…☆108Updated last year
- A practical Active Learning python package with a strong focus on experiments.☆51Updated 2 years 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
- ☆104Updated last year
- Tool for interactive embeddings visualization☆319Updated last year
- Distributed skorch on Ray Train☆58Updated 3 years ago
- Editing machine learning models to reflect human knowledge and values☆127Updated 2 years ago
- Measuring data importance over ML pipelines using the Shapley value.☆43Updated last month
- Deploy a scikit model using heroku and Flask☆15Updated 2 years ago
- ☆42Updated last year
- Batch shap calculations.☆31Updated 2 years ago
- Measure and visualize machine learning model performance without the usual boilerplate.☆99Updated last year
- Practical active learning in python☆191Updated 3 years ago
- Vectorizers for a range of different data types☆102Updated 7 months ago