bias-correction
There are 56 repositories under bias-correction topic.
Trusted-AI/AIF360
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.
Nicholasli1995/EvoSkeleton
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
JuliaClimate/ClimateTools.jl
Climate science package for Julia
ResponsiblyAI/responsibly
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
btschwertfeger/python-cmethods
A collection of bias correction techniques written in Python - for climate sciences.
EqualityAI/EqualityML
Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
mlr-org/mcboost
Multi-Calibration & Multi-Accuracy Boosting for R
AgroClimaticTools/CDBC
Climate Data Bias Corrector: A tool to bias correct the Global Climate Model (GCM)/ Regional Climate Model (RCM) simulated future climatic daily projections.
BetterForAll/HonestyMeter
HonestyMeter: An NLP-powered framework for evaluating objectivity and bias in media content, detecting manipulative techniques, and providing actionable feedback.
adamlilith/enmSdmX
Tools for Modeling Niches and Distributions of Species
maxdreyer/Reveal2Revise
Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.
valeria-io/bias-in-credit-models
Examples of unfairness detection for a classification-based credit model
SSQ/Coursera-Ng-Improving-Deep-Neural-Networks-Hyperparameter-tuning-Regularization-and-Optimization
Short description for quick search
WSWUP/gridwxcomp
Comparison of weather station and gridded climate datasets
ldicarlo1/weather_forecast_bias_correction
A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.
rsasaki0109/imu_estimator
attitude estimator with gyro bias correction
krangelie/bias-in-german-nlg
Master thesis: Exploring bias in German NLG (GPT-3 & GerPT-2). Applies regard classification and bias mitigation triggers.
lizanafj/ensemble-bias-correction
Bias correction method using quantile mapping
IQTLabs/daisybell
Scan your AI/ML models for problems before you put them into production.
Risk-Team/CAVAanalytics
CAVAanalytics is a comprehensive framework for climate data analysis, offering streamlined access to data, advanced processing and visualization capabilities. It is designed to support a wide range of climate research and user needs
mammask/droughtR
An R package for non-stationary meteorological drought monitoring
btschwertfeger/BiasAdjustCXX
Bias correction command-line tool for climatic research written in C++
CDEIUK/bias-mitigation
Machine Learning Bias Mitigation
JMitnik/FacialDebiasing
Debiasing: Mitigating Algorithmic Facial Bias repository
Wazzabeee/Bias-Mitigation-In-LLM
Research POC on the mitigation of bias in large language models (FLAN-T5 and Bloomz) through fine-tuning.
ehsansaleh/code_firth
This repository contains the main ResNet backbone experiments conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Shot Classification".
jtonglet/Twitter-Selection-Bias
Code accompanying the thesis project: "Understanding and Correcting Selection Bias in the Sentiments derived from Flemish Tweets".
saulgoodenough/pad_bias_correction
Source code of age-level bias correction
Tarela/SELMA
Intrinsic bias estimation for improved analysis of bulk and single-cell chromatin accessibility profiles using SELMA
alexpron/mrproc
Magnetic Resonance Imaging data processing pipelines with a strong emphasis on the diffusion weighted MRI (DWI) modality and tractogram estimation
elmomoilanen/Bootstrap-sampling-distribution
Use bootstrap resampling to estimate the sampling distribution of a statistic
mobashgr/WeLT
A cost-sensitive BERT that handles the class imbalance for the task of biomedical NER.
sabagh1994/code_dcf
This repository contains the firth bias reduction experiments on the few-shot distribution calibration method conducted in the ICLR 2022 spotlight paper "On the Importance of Firth Bias Reduction in Few-Shot Classification".
seonglae/emgsd-hermes
Steering GPT2-EMGSD less biased & Generating stereotyped text with vanilla GPT2 without fine tuning or prompt engineering
shuowencs/indirect-inference-panel
Indirect inference bias correction for nonlinear panel
zhengkai15/sais-race.2024.extreme-precipitation_top10
本仓库是“2024年第二届科学智能大赛地球科学赛道：AI极端降水预报”赛题的尝试方案，自行线下测试分数可以排到前十;This Repo is an attempt scheme for the "Earth Science Track of the Second Science Intelligence Competition in 2024: AI Extreme Precipitation Forecast" contest, and its own offline test scores can be ranked in the top 10.