algofairness / runaway-feedback-loops-src
Accompanying source code for "Runaway Feedback Loops in Predictive Policing"
☆16Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for runaway-feedback-loops-src
- ☆38Updated 8 months ago
- ☆56Updated 3 years ago
- Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)☆14Updated 2 years ago
- Python implementation of R package breakDown☆41Updated last year
- Notebook demonstrating use of LIME to interpret a model of long-term relationship success☆24Updated 7 years ago
- python tools to check recourse in linear classification☆75Updated 3 years ago
- Research code for auditing and exploring black box machine-learning models.☆130Updated last year
- Comparing fairness-aware machine learning techniques.☆159Updated last year
- Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)☆47Updated 3 years ago
- ☆9Updated 3 years ago
- ☆13Updated 7 years ago
- simple customizable scoring systems in python☆41Updated last year
- A collection of IPython Notebooks containing my research.☆20Updated 6 years ago
- repo for my ODSC West 2017 Talk: "Livecoding Madness: Let's Build a Deep Learning Library"☆12Updated 7 years ago
- Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.☆9Updated 5 months ago
- Python application to setup and run streaming (contextual) bandit experiments.☆79Updated last year
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆28Updated 5 years ago
- ☆98Updated 6 years ago
- Code for the paper "Temporally-Consistent Survival Analysis".☆23Updated last year
- An implementation of the SuperLearner algorithm in Python based on scikit-learn.☆25Updated 10 years ago
- The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis☆23Updated 2 years ago
- ☆31Updated 9 months ago
- Code and data for the experiments in "On Fairness and Calibration"☆50Updated 2 years ago
- Repo for PyData 2018 tuorial☆12Updated 6 years ago
- ☆53Updated 6 years ago
- Implementation of provably Rawlsian fair ML algorithms for contextual bandits.☆14Updated 7 years ago
- Bayesian or-of-and☆34Updated 2 years ago
- Fast, accurate, lightweight, multi-core ML in Python, leveraging Vowpal Wabbit☆21Updated 6 years ago
- These are the codes used in the paper "Accelerated Gradient Boosting" by G. Biau, B. Cadre, and L. Rouvière.☆17Updated 6 years ago