DataDome / slicelineLinks
✂️ Fast slice finding for Machine Learning model debugging.
☆95Updated 2 months ago
Alternatives and similar repositories for sliceline
Users that are interested in sliceline are comparing it to the libraries listed below
Sorting:
- Train Gradient Boosting models that are both high-performance *and* Fair!☆105Updated 2 months ago
- automatic data slicing☆34Updated 4 years ago
- this repo might get accepted☆28Updated 4 years ago
- 🍦 Deployment tool for online machine learning models☆98Updated 3 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
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆165Updated 2 months ago
- 📊 Explain why metrics change by unpacking them☆38Updated 2 months ago
- Pipeline components that support partial_fit.☆46Updated last year
- Frouros: an open-source Python library for drift detection in machine learning systems.☆227Updated this week
- SPEAR: Programmatically label and build training data quickly.☆108Updated last year
- DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)☆205Updated 3 years ago
- ☆30Updated 3 years ago
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆156Updated 2 years ago
- Probabilistic Gradient Boosting Machines☆156Updated last year
- This repo accompanies the FF22 research cycle focused on unsupervised methods for detecting concept drift☆30Updated 4 years ago
- 🦫 MLOps for (online) machine learning☆86Updated last year
- Editing machine learning models to reflect human knowledge and values☆127Updated last year
- Phi_K correlation analyzer library☆167Updated last week
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆106Updated last year
- Vectorizers for a range of different data types☆102Updated 7 months ago
- Extra functionalities for river☆14Updated last year
- A library of Reversible Data Transforms☆126Updated last week
- Hypergol is a Data Science/Machine Learning productivity toolkit to accelerate any projects into production with autogenerated code, stan…☆53Updated 2 years ago
- Super Simple Similarities Service☆154Updated 5 months ago
- A practical Active Learning python package with a strong focus on experiments.☆51Updated 2 years ago
- Clustering for mixed-type data☆99Updated last year
- The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).☆220Updated 2 years ago
- ACV is a python library that provides explanations for any machine learning model or data. It gives local rule-based explanations for any…☆102Updated 3 years ago
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores☆100Updated 4 months ago