Book about interpretable machine learning
#计算机科学#Fit interpretable models. Explain blackbox machine learning.
#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.
Interpretable Machine Learning with Python, published by Packt
iml: interpretable machine learning R package
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
#计算机科学#Interpretability and explainability of data and machine learning models
#计算机科学#H2O.ai Machine Learning Interpretability Resources
《Probabilistic Machine Learning》 - 《概率机器学习》系列丛书,作者 Kevin Murphy
🎎 InfoGAN: Interpretable Representation Learning
#计算机科学#《Machine Learning Systems: Design and Implementation》 中文译本 - 《机器学习系统:设计和实现》
#计算机科学#PyTorch Explain: Interpretable Deep Learning in Python.
Bản dịch của cuốn "Interpretable Machine Learning: A Guide for Making Black Box Models Explainable" sang tiếng Việt
#自然语言处理#A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI )
TabNet: Attentive Interpretable Tabular Learning (Pytorch implementation)
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
#计算机科学#Machine learning, in numpy
Basic Machine Learning and Deep Learning