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Diverse Counterfactual Explanations (DiCE) for ML - GitHub
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WebDice. 1/6. Overview Package Content Releases Reviews Publisher info Asset Quality. Render pipeline compatibility. The Built-in Render Pipeline is Unity’s default render pipeline. It is a general-purpose render pipeline that has limited options for customization. The Universal Render Pipeline (URP) is a Scriptable Render Pipeline that is quick ... DiCE supports Python 3+. The stable version of DiCE is available on PyPI. DiCE is also available on conda-forge. To install the latest (dev) version of DiCE and its dependencies, clone this repo and run pip install from the top-most folder of the repo: If you face any problems, try installing dependencies manually. See more With DiCE, generating explanations is a simple three-step process: set up a dataset, train a model, and then invoke DiCE to generate … See more DiCE can generate counterfactual examples using the following methods. Model-agnostic methods 1. Randomized sampling 2. KD-Tree (for counterfactuals within the training data) 3. Genetic algorithm See model … See more We acknowledge that not all counterfactual explanations may be feasible for auser. In general, counterfactuals … See more Data DiCE does not need access to the full dataset. It only requires metadata properties for each feature (min, max for continuous features and levels for categorical features). Thus, for sensitive data, the dataset can … See more WebPoker Dice with Red dice 10 Pack Card Suit New in Package Vintage Game Toy 5 out of 5 stars (672) Sale Price $17.05 $ 17.05 $ 18.95 Original Price $18.95 (10% off) FREE … developing countries industrialized countries