There are 4 repositories under accountability topic.
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
H2O.ai Machine Learning Interpretability Resources
A library that implements fairness-aware machine learning algorithms
Modular Python Toolbox for Fairness, Accountability and Transparency Forensics
youtube & tiktok analysis + youchoose recommendation custmizer. backend, extensions, and tooling
A national archive of police data collected by journalists, lawyers, and activists around the country.
Project Lockdown (an initiative from The IO Foundation) is a civic tech, interactive platform providing an overview of the state of Human and Digital Rights around the globe. It evaluates policies obtained from official sources that may impact their observance. It provides, among other tools, a layered map interface that allows for a visual representation of the policies adopted, assisting a broad range of stakeholders in understanding the global state of their Rights. This empowers them to become active agents of global change.
A Python wrapper for the OpenFEC API.
SenateTrades: what stocks are your senators buying?
Chilean Municipalities Information System (SINIM) Wrapper 📈🏛🇨🇱
WordPress plugin that enables updates to published content to be held in a draft state, or to be submitted for moderation and approval before they go live. It makes WP’s native Revisions more accountable by extending the system’s tracking of changes to taxonomy items and featured images, and improves the ‘Compare Revisions’ interface.
Custom Python/Django CMS - Transparency for Public Projects (used for BERwatch/BLBwatch)
Plugin to make WordPress more Wiki-like by allowing more than one person to edit the same Post, Page, or Custom Post Type at the same time. When there are conflicting edits, it helps users to view, compare, and merge changes before saving.
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
A curated list of tools and resources for online adult content/porn filtering
Open source for https://starcitizentracker.github.io/
A Python package providing easy access to 276+ incident-level open datasets released by police departments including traffic stops, use of force, officer-involved shootings, and complaints data
Data on Digital Media and Technology Expenditures in the United States Congress
A dataset on unclassified training activities for non-US security forces arranged and funded by the United States Department of State and Department of Defence between 2001 and 2021. Sources, scraping, cleaning and publishing toolset included. Search and explore the data at: https://trainingdata.securityforcemonitor.org
:books: Curated list for Causality and AI
A FullStack website for hotels having room allotments, checkins, checkout records, billing,etc.
Draft, explain, debate, change, and visualize a sample bill.
Frontend of our parliamentary monitoring platform
Frontend of our parliamentary monitoring platform
An application for users to set goals for their health and productivity. These goals are tied to a timer the user can use to hold themselves accountable for the time spent on each activity. The client-side interface is fluid and responsive, with localStorage implemented to keep track of the users activity logs.
Backend of our parliamentary monitoring platform
My masters thesis presentation
Track words written and time spent on writing projects in 2024 and 2025.
writing-log-odt: Writing Log for Open Office