model-explanation
Here are 18 public repositories matching this topic...
Awesome PrivEx: Privacy-Preserving Explainable AI (PPXAI)
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Jun 27, 2024
A proof-of-concept on how to install and use Torchserve in various mode
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Mar 15, 2024 - Python
The Codebase for Causal Proxy Model
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Sep 29, 2022 - Python
Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI
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Aug 17, 2022 - Python
💷 💵 💶 A ML project containing web scraping, NLP and some classification model evaluation
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Mar 28, 2022 - Jupyter Notebook
Modeling Plasmodium falciparum Diagnostic Test Sensitivity using Machine Learning with Histidine-Rich Protein 2 Variants
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Oct 23, 2021 - PostScript
Predicting Churn Probability for Telecom Customers and deploying the prediction model with Streamlit
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Jul 27, 2021 - Jupyter Notebook
A School for All Seasons on Trustworthy Machine Learning
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Jun 30, 2021
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
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Apr 10, 2021 - Python
Model explanation provides the ability to interpret the effect of the predictors on the composition of an individual score.
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Jan 21, 2021 - Python
MEME: Generating RNN Model Explanations via Model Extraction
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Jan 7, 2021 - Jupyter Notebook
Replacing a Black-box model by a Global Single Tree Approximation
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Dec 15, 2020 - Jupyter Notebook
Keras 101: A simple Neural Network for House Pricing regression
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Oct 8, 2019 - Jupyter Notebook
Code for "High-Precision Model-Agnostic Explanations" paper. A follow up to LIME model.
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Dec 5, 2018 - Jupyter Notebook
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Sep 10, 2018 - Python
Python implementation of the goldeneye algorithm to investigate how classifiers utilise the structure of a dataset.
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Feb 5, 2018 - Python
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