interpretable-ml-book
by christophM
Book about interpretable machine learning
AI summary
Model Interpreter
A comprehensive resource for explaining the decisions and behavior of machine learning models.
- stars
- 4.8K
- forks
- 1.1K
- watching
- 139
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
ML model transparency
Teaching software developers how to build transparent and explainable machine learning models using Python
AI model explainer
An open-source package for explaining machine learning models and promoting transparency in AI decision-making
pair-code/lit3.5K
ML Model Analyzer
An interactive tool for analyzing and understanding machine learning models
Model interpreter
Provides tools and techniques for interpreting machine learning models
Trading platform
Provides software tools and examples to implement machine learning strategies for trading and portfolio management
marcotcr/lime11.7K
Model explainer
A tool for explaining the decisions of machine learning models
ML explanations
An explanation of key concepts and advancements in the field of Machine Learning
interpretml/dice1.4K
Model explanations
Provides counterfactual explanations for machine learning models to facilitate interpretability and understanding.
csinva/imodels1.4K
Interpretable model library
An open-source package that provides interpretable machine learning models compatible with scikit-learn.
TensorFlow book
A comprehensive resource for learning machine learning using TensorFlow.
ML frameworks
Provides implementations of fundamental machine learning models and algorithms from scratch in Python
ML development guide
Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications
Machine Learning Labs
Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics
Machine Learning Book Implementation
An implementation of Manning Publications' How Machine Learning Works book in Python using Jupyter Notebook
Dashboard generator
A Python library for building interactive dashboards to explain machine learning models
Featured in 1 awesome list
Each link jumps to the spot where the list mentions interpretable-ml-book.