DrWhy
DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.
AI summary
ML framework
A collection of tools and guidelines for building responsible machine learning models
- stars
- 682
- forks
- 85
- watching
- 35
Similar projects
Found by comparing what the projects do, not just their names.
ML framework
A framework for building and evaluating machine learning systems with high accuracy and interpretability, particularly in human-centered applications.
mlr-org/mlr1.6K
ML framework
Provides an infrastructure for machine learning in R, enabling users to focus on experiments without writing lengthy wrappers and boilerplate code.
Model explainer
A tool for creating interactive, model-agnostic explanations of machine learning models in R
mlreef/mlreef1.4K
ML platform
A platform for collaboration, data management, and reproducibility in machine learning development
ML framework
A framework for simplifying machine learning development and deployment
ML toolkit
A comprehensive R package providing tools and techniques for building machine learning models in supervised learning.
Model explainer
A tool to help understand and explain the behavior of complex machine learning models
Machine Learning Framework
A framework for hosting and training machine learning models on a blockchain, enabling secure sharing and prediction without requiring users to pay for data or model updates.
Model explainer
A tool for explaining predictions from machine learning models by attributing them to specific input variables and their interactions.
Model interpreter
Provides tools and techniques for interpreting machine learning models
ML framework
Provides a set of reusable C# components for building machine learning models in .NET
Machine Learning Framework
Provides an object-oriented framework for efficient machine learning in R
Research framework
An ML framework for accelerating research and its integration into production workflows
Model compiler
A Haskell framework for defining and compiling valid deep learning models to external frameworks like TensorFlow JS or Keras.
ML framework
A framework for implementing machine learning algorithms in Swift to make it easier for developers to incorporate ML into their projects.
