《可解释的机器学习--黑盒模型可解释性理解指南》,该书为《Interpretable Machine Learning》中文版
Book about interpretable machine learning
翻译 - 关于可解释机器学习的书
#计算机科学#Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Bản dịch của cuốn "Interpretable Machine Learning: A Guide for Making Black Box Models Explainable" sang tiếng Việt
#计算机科学#Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
interpretable-ml-book中文翻译
Interpretable ML with Python, 2E - published by Packt
Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)
#Awesome#Awesome Explainable AI (XAI) and Interpretable ML Papers and Resources
#计算机科学#Fit interpretable models. Explain blackbox machine learning.
翻译 - 拟合可解释的模型。说明黑匣子机器学习。
#计算机科学#Discovering Interpretable GAN Controls [NeurIPS 2020]
翻译 - 发现可解释的GaN控制[Neurips 2020]
Interpretable Evaluation for AI Systems
iml: interpretable machine learning R package
🎎 InfoGAN: Interpretable Representation Learning
#自然语言处理#Leveraging BERT and c-TF-IDF to create easily interpretable topics.
翻译 - 利用BERT和基于类的TF-IDF创建易于理解的主题。
Interpretable Machine Learning with Python, published by Packt
#计算机科学#PyTorch Explain: Interpretable Deep Learning in Python.
Benchmarking RL generalization in an interpretable way.
Minimalist ML framework for Rust
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
This repository is associated with interpretable/explainable ML model for liquefaction potential assessment of soils. This model is developed using XGBoost and SHAP.