model-explanation
There are 18 repositories under model-explanation topic.
dmitrykazhdan/concept-based-xai
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
tamlhp/awesome-privex
Awesome PrivEx: Privacy-Preserving Explainable AI (PPXAI)
rodrigobressan/keras_boston_housing_price
Keras 101: A simple Neural Network for House Pricing regression
dmitrykazhdan/MEME-RNN-XAI
MEME: Generating RNN Model Explanations via Model Extraction
mllite/sklearn_explain
Model explanation provides the ability to interpret the effect of the predictors on the composition of an individual score.
frankaging/Causal-Proxy-Model
The Codebase for Causal Proxy Model
trustworthy-machine-learning/trustworthy-machine-learning.github.io
A School for All Seasons on Trustworthy Machine Learning
ljmdeb/GSTA
Replacing a Black-box model by a Global Single Tree Approximation
abyanjan/Churn-Prediction-Modeling
Predicting Churn Probability for Telecom Customers and deploying the prediction model with Streamlit
lyj555/MachineLearningProcess
主要包含ModelHelper和NLPHelper，其中ModelHelper主要有特征选择、超参数搜索、模型解释和模型融合等，NLPHelper则是进一步封装了NLP一些常用的操作，常用的网络结构以及几个NLP的任务
rgdavies92/salaries-in-data
💷 💵 💶 A ML project containing web scraping, NLP and some classification model evaluation
tsabsch/goldeneye
Python implementation of the goldeneye algorithm to investigate how classifiers utilise the structure of a dataset.
awesome-privex/awesome-privex.github.io
Official Website of https://github.com/tamlhp/awesome-privex
IonBoleac/serve-torch-deployments
A proof-of-concept on how to install and use Torchserve in various mode
cedrickchee/anchor
Code for "High-Precision Model-Agnostic Explanations" paper. A follow up to LIME model.
colbyford/pfHRP_MLModel
Modeling Plasmodium falciparum Diagnostic Test Sensitivity using Machine Learning with Histidine-Rich Protein 2 Variants
nemochina2008/DALEX_docs
Descriptive mAchine Learning EXplanations