The slicing syntax for tuples is identical to that of lists, but because tuples are immutable, slicing a tuple creates a new tuple rather than modifying the original one. Python Tuplesare similar to lists in many ways, but with one key difference: tuples are immutable, meaning they cannot...
🚀June 26, 2022:V0.2.0 is released with high-code APIs. 📢May 4, 2022:V0.1.0 is launched with low-code UI/UX. PiML (or π-ML, /ˈpaɪ·ˈem·ˈel/) is a new Python toolbox for interpretable machine learning model development and validation. Through low-code interface ...
and allows local smoothing. If we approximate the model with a linear function between each background data sample and the current input to be explained, and we assume the input features are independent then expected gradients will compute approximate SHAP values. In the example below we have exp...
Python, Java, Javascript, React, or Ruby—or (just possibly) an older high-level language like BASIC, FORTRAN, or COBOL. These use English words like "IF", "DO", "WHILE", and so on, strung together to make logical statements. In between high-level languages and raw binary there...
Bump ini from 1.3.5 to 1.3.8 in /javascript Dec 12, 2020 notebooks Add Multioutput Regression Example Mar 5, 2021 shap Merge pull requestshap#1830from morriskurz/master Mar 5, 2021 tests Fix slicing issues and Text masking with Permutation explainer ...
Deep learning example with DeepExplainer (TensorFlow/Keras models) Deep SHAP is a high-speed approximation algorithm for SHAP values in deep learning models that builds on a connection with DeepLIFT described in the SHAP NIPS paper. The implementation here differs from the original DeepLIFT by using...
and allows local smoothing. If we approximate the model with a linear function between each background data sample and the current input to be explained, and we assume the input features are independent then expected gradients will compute approximate SHAP values. In the example below we have exp...