marcotcr / anchor-experimentsLinks
Experiments for AAAI anchor paper
☆63Updated 7 years ago
Alternatives and similar repositories for anchor-experiments
Users that are interested in anchor-experiments are comparing it to the libraries listed below
Sorting:
- ☆134Updated 6 years ago
- ☆124Updated 4 years ago
- Code and data for the experiments in "On Fairness and Calibration"☆51Updated 3 years ago
- Supervised Local Modeling for Interpretability☆29Updated 6 years ago
- python tools to check recourse in linear classification☆78Updated 4 years ago
- Code/figures in Right for the Right Reasons☆55Updated 4 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆118Updated 4 years ago
- To Trust Or Not To Trust A Classifier. A measure of uncertainty for any trained (possibly black-box) classifier which is more effective t…☆177Updated 2 years ago
- Train a simple convnet on the MNIST dataset and evaluate the BALD acquisition function☆16Updated 8 years ago
- ☆75Updated 5 years ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- repository for R library "sbrlmod"☆25Updated last year
- Code for SPINE - Sparse Interpretable Neural Embeddings. Jhamtani H.*, Pruthi D.*, Subramanian A.*, Berg-Kirkpatrick T., Hovy E. AAAI 20…☆52Updated 5 years ago
- Research code for auditing and exploring black box machine-learning models.☆132Updated 2 years ago
- Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)☆129Updated 4 years ago
- Inference and Representation (DS-GA-1005, CSCI-GA.2569), fall 18☆67Updated 6 years ago
- Modular Python Toolbox for Fairness, Accountability and Transparency Forensics☆77Updated 2 years ago
- Bernoulli Embeddings for Text☆83Updated 7 years ago
- A lightweight implementation of removal-based explanations for ML models.☆58Updated 4 years ago
- ☆264Updated 5 years ago
- A python library to discover and mitigate biases in machine learning models and datasets☆20Updated 2 years ago
- Comparing fairness-aware machine learning techniques.☆159Updated 2 years ago
- ☆37Updated 7 years ago
- Bayesian or-of-and☆35Updated 3 years ago
- Tools for loading standard data sets in machine learning☆204Updated 2 years ago
- Code repository for our paper "Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift": https://arxiv.org/abs/1810.119…☆105Updated last year
- Interpretable ML package designed to explain any machine learning model.☆61Updated 7 years ago
- AI/ML citation graph with postgres + graphql☆188Updated 5 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆39Updated 4 years ago
- The Synbols dataset generator is a ServiceNow Research project that was started at Element AI.☆45Updated 2 years ago