TRIAGE

Data auditor

A framework for auditing and improving regression models by analyzing their training data

TRIAGE: Characterizing and auditing training data for improved regression (NeurIPS 2023)

GitHub

8 stars
1 watching
3 forks
Language: Jupyter Notebook
last commit: 8 months ago
data-centric-aidata-centric-machine-learningreliable-aitrustworthy-aitrustworthy-machine-learning

Related projects:

Repository Description Stars
adebayoj/fairml An auditing toolbox to assess the fairness of black-box predictive models 361
yannael/bigdataanalytics_infoh515 A collection of Jupyter notebooks teaching Big Data Analytics with Spark and machine learning concepts 59
triaquae/crazyeye Automates IT auditing and monitoring by recording user actions on connected servers 578
jay15summer/two-stage-tradaboost.r2 An implementation of a boosting-based transfer learning algorithm for regression tasks. 44
azure/counterfit An automation tool that assesses the security of machine learning systems by bringing together various adversarial frameworks under one platform. 806
iterative/datachain An AI-data warehouse that transforms and analyzes unstructured data from various formats 1,990
nborwankar/learndatascience A collection of data science learning materials in the form of IPython Notebooks covering various techniques such as regression, classification, and clustering. 2,962
reanahub/reana An open source platform for reusable and reproducible research data analysis workflows 127
jusafing/pnaf Analyzes network traffic to provide security assessments and recommendations for network platforms 32
soynatan/django-easy-audit Tracks every action taken by users in a Django application 743
cloud-cv/evalai A platform for comparing and evaluating AI and machine learning algorithms at scale 1,771
ailab-cvc/seed-bench A benchmark for evaluating large language models' ability to process multimodal input 315
lirantal/npq Automates package installation safety checks by auditing npm packages for vulnerabilities and providing warnings before installing. 954
cnicault/tidytuesday A repository of R code and visualizations exploring various data-driven topics and themes 216
wildart/tda.jl A Julia package for analyzing high-dimensional data by applying topological methods to understand complex relationships and patterns 38