algofairness / runaway-feedback-loops-srcLinks
Accompanying source code for "Runaway Feedback Loops in Predictive Policing"
☆17Updated 7 years ago
Alternatives and similar repositories for runaway-feedback-loops-src
Users that are interested in runaway-feedback-loops-src are comparing it to the libraries listed below
Sorting:
- ☆38Updated last year
- ☆58Updated 4 years ago
- Research code for auditing and exploring black box machine-learning models.☆132Updated 2 years ago
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 6 years ago
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- python tools to check recourse in linear classification☆78Updated 4 years ago
- Python implementation of R package breakDown☆43Updated 2 years ago
- Implementation of provably Rawlsian fair ML algorithms for contextual bandits.☆14Updated 8 years ago
- ☆57Updated 3 years ago
- Guidelines for the responsible use of explainable AI and machine learning.☆17Updated 2 years ago
- ☆97Updated 7 years ago
- Tutorial in randomization inference, experimental design and analysis, and experiments in networks.☆29Updated 9 years ago
- Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)☆14Updated 3 years ago
- Python application to setup and run streaming (contextual) bandit experiments.☆81Updated 2 years ago
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆46Updated 4 years ago
- simple customizable scoring systems in python☆40Updated last year
- A multi-armed bandit library for Python☆82Updated 5 years ago
- This contains materials for the word embeddings workshop☆127Updated 8 years ago
- ☆13Updated 8 years ago
- Python solver for mixed-effects models☆97Updated 2 months ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆118Updated 4 years ago
- Multilayer Feed-Forward Neural Network predictive model implementations with TensorFlow and scikit-learn☆45Updated 2 years ago
- Practical ideas on securing machine learning models☆36Updated 4 years ago
- A visual analytic system for fair data-driven decision making☆25Updated 2 years ago
- PyMC3 tutorial for DataScience LA (January 2017)☆67Updated 7 years ago
- Know your ML Score based on Sculley's paper☆34Updated 6 years ago
- ☆46Updated 3 weeks ago
- A collection of IPython Notebooks containing my research.☆20Updated 7 years ago
- ☆53Updated 7 years ago