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)
8 stars
1 watching
3 forks
Language: Jupyter Notebook
last commit: over 2 years agodata-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. | 818 |
 iterative/datachain | A Python-based framework for transforming and analyzing unstructured data from various formats like images, audio, videos, text, and PDFs. | 2,088 |
 nborwankar/learndatascience | A collection of data science learning materials in the form of IPython Notebooks covering various techniques such as regression, classification, and clustering. | 2,964 |
 reanahub/reana | A platform for structuring and reusing research data analysis workflows in a reproducible manner | 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 | 752 |
 cloud-cv/evalai | A platform for comparing and evaluating AI and machine learning algorithms at scale | 1,779 |
 ailab-cvc/seed-bench | A benchmark for evaluating large language models' ability to process multimodal input | 322 |
 lirantal/npq | Automates package installation safety checks by auditing npm packages for vulnerabilities and providing warnings before installing. | 958 |
 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 |