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bias
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A collection of inspiring resources related to engineering management and tech leadership
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Jul 29, 2020 - Shell
hoffmansc
commented
Feb 23, 2020
- MEPS dataset
- differential fairness metrics
- rich subgroup fairness
XAI - An eXplainability toolbox for machine learning
machine-learning
ai
evaluation
ml
artificial-intelligence
upsampling
bias
interpretability
feature-importance
explainable-ai
explainable-ml
xai
imbalance
downsampling
explainability
bias-evaluation
machine-learning-explainability
xai-library
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Oct 5, 2019 - Python
Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases
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Aug 12, 2020
Bias and Fairness Audit Toolkit
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Aug 23, 2020 - Python
Collaborative text editor (like Google Docs or CoderPad) with integrated semi-anonymizing voice chat intended to help reduce bias in technical communication.
webrtc
collaboration
interview
peer
text-editor
crdt
operational-transformation
coding-interviews
bias
blind-auditions
voice-anonymization
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Sep 22, 2017 - TypeScript
Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM
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Oct 30, 2019 - C++
Bias detection in the news. Back and front end for areyoufakenews.com
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Jan 6, 2020 - Jupyter Notebook
A curated list of awesome Fairness in AI resources
machine-learning
ai
deep-learning
bias
fairness
interpretability
adversarial-learning
xai
gender-bias
fairness-packages
prediction-outcome-discrimination
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Jul 3, 2020
ExplainX is an explainable AI framework for data scientists to explain any black-box model behaviour to business stakeholders.
python
machine-learning
ai
jupyter-notebook
artificial-intelligence
trust
transparency
blackbox
bias
interpretability
explainable-artificial-intelligence
interpretable-ai
explainable-ai
xai
interpretable-machine-learning
explainx
explainx-dashboard-features
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Aug 29, 2020 - Jupyter Notebook
Automatic synthesis of RCTs
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May 8, 2020 - Python
rlgreen91
commented
Oct 15, 2019
Add the location object to the agency and organization models. You can use the date range and address examples in this guide as examples of how the model code should look.
Bluetooth Impersonation AttackS (BIAS) [CVE 2020-10135]
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Jun 9, 2020 - Python
I will update this repository to learn Machine learning with python with statistics content and materials
python
data-science
machine-learning
statistics
random-forest
numpy
linear-regression
machine-learning-algorithms
python3
logistic-regression
machinelearning
modelling
data-preprocessing
practise
decision-tree
descriptive-statistics
bias
covariance
bagging
machinelearning-python
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Dec 30, 2019 - Jupyter Notebook
RUBi : Reducing Unimodal Biases for Visual Question Answering
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Jul 1, 2020 - Python
List of references about Machine Learning and Data Science bias and ethics
data-science
machine-learning
ai
artificial-intelligence
awesome-list
references
bias
fairness
discrimination
ethics
machine-ethics
machines-biased
ai-ethics
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Oct 18, 2019
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎 🤖 🧰
python
data-science
machine-learning
natural-language-processing
audit
artificial-intelligence
bias
fairness
bias-finder
ethics
bias-correction
machine-bias
bias-reduction
fairness-testing
fairness-awareness-model
fairness-ai
fairness-ml
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Mar 30, 2020 - Python
Symmetric evaluation set based on the FEVER (fact verification) dataset
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Jun 10, 2020 - Python
Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
python
machine-learning
computer-vision
data-visualization
dataset
classification
data-analysis
face-recognition
bias
face-dataset
face-verification
ethnicity-analysis
gender-bias
ethnic-diversity
bias-mitigation
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Aug 31, 2020 - Jupyter Notebook
hrbrmstr
commented
Apr 12, 2018
there are plenty more bias phrases that can be added to existing lists and other biases that should be built-in. We should enhance these lists ASAP
How are words loaded with meaning? Repository to accompany research paper in preparation by Alina Arseniev-Koehler and Jacob G. Foster, titled "Machine learning as a model for cultural learning: teaching an algorithm what it means to be fat."
language
schema
semantics
word2vec
sociology
word-embeddings
language-learning
health
embeddings
gender
social-sciences
word2vec-model
bias
computational-social-science
computational-sociology
meaning
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Aug 11, 2020 - Jupyter Notebook
Compass-aligned Distributional Embeddings. Align embeddings from different corpora
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Jul 13, 2020 - Python
Chrome extension to show you the bias of websites you travel to.
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Jun 12, 2020 - JavaScript
This python script guesses the race and gender (probabilistically) of the first and last authors for papers in your citation list (in the form of a .bib file) and compares your list to expected distributions based on a model that accounts for paper characteristics (e.g., author location, author seniority, journal, et cetera.) unrelated to race and gender.
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Sep 4, 2020 - Python
Basic sensitivity analysis of epidemiological results in R
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Sep 4, 2020 - R
Automated Essay Scoring using BERT
python
nlp
natural-language-processing
aes
word2vec
bias
automated-essay-scoring
bert-model
bert-embeddings
aes-dl
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May 8, 2020 - Jupyter Notebook
Privy filter is made to give the method for removing/accommodating for unethical bias in data.
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Jul 7, 2020 - Jupyter Notebook
Find here the analysis of the data for the experiment when an unconscious preference is happening in real time
eeg
emotiv
cognitive
bias
brain-computer-interface
bias-finder
biases
emotiv-epoc-headset
bias-detection
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Sep 13, 2018 - Jupyter Notebook
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