A collection of inspiring resources related to engineering management and tech leadership
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Dec 10, 2024 - Shell
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bias
Here are 302 public repositories matching this topic...
Fit interpretable models. Explain blackbox machine learning.
machine-learning ai scikit-learn artificial-intelligence transparency blackbox bias differential-privacy gradient-boosting interpretability interpretable-ai interpretable-ml explainable-ai explainable-ml xai interpretable-machine-learning iml explainability interpretml
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Dec 14, 2024 - C++
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
python machine-learning r ai deep-learning artificial-intelligence bias fairness bias-finder ibm-research discrimination bias-correction ibm-research-ai bias-reduction fairness-testing bias-detection codait fairness-awareness-model fairness-ai trusted-ai
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Dec 10, 2024 - Python
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 30, 2021 - Python
Bias Auditing & Fair ML Toolkit
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Sep 11, 2024 - Python
Awesome list about all kinds of interesting topics: Laws, Principles, Mental Models, Cognitive Biases
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Mar 4, 2024
Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai
deep-learning neural-network coursera pytorch artificial-intelligence generative-adversarial-network gan dcgan generative-model gans pix2pix bias wgan data-augmentation u-net conditional-gan deeplearning-ai bias-detection biggan stylegan
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Jul 1, 2021 - Jupyter Notebook
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]
machine-learning scikit-learn transparency blackbox bias interpretability explainable-artificial-intelligence interpretable-ai explainable-ai explainable-ml xai interpretable-machine-learning machine-learning-interpretability explainability aws-sagemaker explainx
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Aug 21, 2024 - Jupyter Notebook
A curated list of awesome Fairness in AI resources
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Sep 15, 2023
Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency
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Oct 25, 2021 - Jupyter Notebook
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++
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
Can we use explanations to improve hate speech models? Our paper accepted at AAAI 2021 tries to explore that question.
detection lstm offensive bias hatespeech hate-speech interpretable-deep-learning attention-lstm bert-model explainability bert-fine-tuning
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Jun 12, 2023 - Python
Automatic synthesis of RCTs
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Jul 18, 2022 - Python
Bias detection in the news. Back and front end for areyoufakenews.com
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Dec 8, 2022 - Jupyter Notebook
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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Nov 17, 2023 - Python
Identify bias and measure fairness of your data
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Oct 28, 2024 - Python
Bluetooth Impersonation AttackS (BIAS) [CVE 2020-10135]
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Jun 16, 2021 - Python
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