lime
There are 243 repositories under lime topic.
MAIF/shapash
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
jphall663/interpretable_machine_learning_with_python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
pvnieo/Low-light-Image-Enhancement
Python implementation of two low-light image enhancement techniques via illumination map estimation
fablue/lime-flutter
Lime client built using flutter
JvanKatwijk/qt-dab
Qt-DAB, a general software DAB (DAB+) decoder with a (slight) focus on showing the signal
PaddlePaddle/InterpretDL
InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。
AstraZeneca/awesome-shapley-value
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
takenet/lime-csharp
C# LIME protocol implementation
emanuel-metzenthin/Lime-For-Time
Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification
fluctuo/multicycles
Multicycles.org aggregates on one map, more than 300 share vehicles like bikes, scooters, mopeds and cars. Demo APP for the Data Flow API, see https://flow.fluctuo.com
aflacc/ProjectFNF
ProjectFNF is a mostly quality-of-life engine for Friday Night Funkin. It is easy to understand and is super flexible.
dylan-slack/Fooling-LIME-SHAP
Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
NYAN-x-CAT/LimeLogger
Simple C# Keylogger (Keyboard Layout)
aeinrw/LIME
Implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation", which is for my graduation thesis.
nervous-inhuman/lime-scooter-reversing
Short overview over the components used by Lime Scooters fleet
AngelDTF/FNF-NewgroundsPort
A port of Friday Night Funkin' v0.2.8 made by rebuilding the code via reverse engineering.
TannerGilbert/Model-Interpretation
Overview of different model interpretability libraries.
antonjan/gnuradio-grc-examples
This repository will have all my gnuradio exsamples
dylan-slack/Modeling-Uncertainty-Local-Explainability
Local explanations with uncertainty 💐!
ModelOriented/live
Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME method. Available on CRAN
jaydeep-work/LIME-SAM
LIME-SAM aims to create an Explainable Artificial Intelligence (XAI) framework for image classification using LIME (Local Interpretable Model-agnostic Explanations) as the base algorithm, with the super-pixel method replaced by Segment Anything by Meta (SAM).
wooster0/lime
A library for drawing graphics on the console screen
marvinbuss/ExplainableML-Vision
This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHapley Additive exPlanations.
rascafr/9-analyzer
Segway Ninebot serial communication analyzer (ESCx such as Voi, Circ / Flash, Bolt, Dott, Jump, Tier...)
rehmanzafar/dlime_experiments
In this work, we propose a deterministic version of Local Interpretable Model Agnostic Explanations (LIME) and the experimental results on three different medical datasets shows the superiority for Deterministic Local Interpretable Model-Agnostic Explanations (DLIME).
anurags25/FastAI-LIME
FastAI Model Interpretation with LIME
mi5hmash/LimebrellaSharp
Unpack, Pack & Resign files encrypted with the 1st version of "Lime" encryption.
stormbreaker-project/kernel_poco_citrus
Poco M3/Redmi 9T Global Kernel
dmitrykazhdan/MARLeME
General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems
navdeep-G/interpretable-ml
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
dbvis-ukon/ts-mule
Local Interpretable Model-Agnostic Explanations For Time Series Forecast Models
akthammomani/Menara-App-Predict-House-Price-CA
Build a Web App called Menara to Predict, Forecast House Prices and search GreatSchools in California - Bay Area
maitag/peote-view-origin
2D OpenGL Render Library in haxe/lime - old origin version
AlexIoannides/lime-interpretable-ml
An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learning algorithm - in this case a Radom Forest regressor.
epfl-ml4ed/evaluating-explainers
Comparing 5 different XAI techniques (LIME, PermSHAP, KernelSHAP, DiCE, CEM) through quantitative metrics. Published at EDM 2022.
KentaItakura/Explainable-AI-interpreting-the-classification-performed-by-deep-learning-with-LIME-using-MATLAB
This demo shows how to interpret the classification by CNN using LIME (Local Interpretable Model-agnostic Explanations)