PyTorch Error loading "\lib\site-packages\torch\lib\shm.dll" or one of its dependencies Py Torch Error lib site packages torch lib shm dll Why it Happens and How to Fix It Problem You re trying to use Py Torch but encounter a frustrating error mess 2 min read 05-10-2024 51
How to use SHAP explainer for explainability of a deep learning model with multimodal input (image and tabular data)? Unveiling the Black Box Using SHAP Explainer for Multimodal Deep Learning Models Deep learning models are powerful tools for tackling complex tasks but their in 2 min read 04-10-2024 46
SHAP DeepExplainer Error: 'tuple' object has no attribute 'as_list' 'device' Unraveling the tuple object has no attribute as list Error in SHAP Deep Explainer Problem When using the SHAP Deep Explainer for deep learning model interpretat 2 min read 04-10-2024 56
Is there a R function to use SHAP with the result of rfsrc Understanding SHAP Values with rfsrc in R The popularity of machine learning models has led to a growing need for interpretability especially for complex models 3 min read 30-09-2024 50
SHAP DeepExplainer Error: 'tuple' object has no attribute 'as_list' 'device' (CNN, LSTM model) Troubleshooting SHAP Deep Explainer Error tuple object has no attribute as list device in CNN and LSTM Models When working with machine learning models particul 3 min read 29-09-2024 65
SHAP DeepExplainer gives an error for model with 1D CNN as a first layer Understanding the SHAP Deep Explainer Error with 1 D CNNs A Comprehensive Guide The SHAP S Hapley Additive ex Planations Deep Explainer is a powerful tool for i 3 min read 28-09-2024 50
How to fit kernelshap and shapviz into a tidymodels workflow? How to Fit Kernel SHAP and SHAP Visualizations into a Tidymodels Workflow The increasing complexity of machine learning models has made it essential to interpre 2 min read 24-09-2024 51
SHAP Summary with PLOTLY Understanding SHAP Summary Plots with Plotly Introduction In machine learning understanding how each feature contributes to the predictions made by a model is e 2 min read 22-09-2024 49
How can SHAP be utilized for interpretable analysis of Siamese neural networks? Utilizing SHAP for Interpretable Analysis of Siamese Neural Networks In the world of machine learning interpretability is a crucial factor especially when worki 3 min read 20-09-2024 54
Is there a way of measuring the initial SHAP value of two features that have been used to create a third, using a ratio? Understanding Initial SHAP Values in Feature Ratios In the world of machine learning understanding the influence of features on model predictions is crucial for 2 min read 20-09-2024 42
How to plot a grid of dependence plots? Creating a Grid of Dependence Plots with SHAP Understanding feature interactions and their impact on model predictions is crucial for model interpretability The 2 min read 05-09-2024 46
Importing SHAP occurs error even though updating all libraries SHAP Import Error Unraveling the Mystery of Numba requires at least version 0 38 0 of llvmlite This article tackles a common issue encountered when using SHAP S 3 min read 04-09-2024 47
SHAP - instances that have more than one dimension Understanding SHAP Values for Multi Dimensional Instances This article will delve into a common issue faced by users of the SHAP S Hapley Additive ex Planations 3 min read 03-09-2024 40
How does the feature contribution being calculated in the Explainer Dashboard in Python? Understanding Feature Contributions in Pythons Explainer Dashboard A Deep Dive The ability to interpret machine learning models and understand how specific feat 3 min read 31-08-2024 45
SHAP index 0 is out of bounds for axis 0 with size 0 Understanding and Fixing the SHAP index 0 is out of bounds for axis 0 with size 0 Error The error SHAP index 0 is out of bounds for axis 0 with size 0 in your c 2 min read 31-08-2024 38
K-means clustering and nsamples for KernelExplainer Demystifying K Means and nsamples in Kernel Explainer for Shapley Value Calculation Understanding the role of K means clustering and the nsamples parameter with 3 min read 31-08-2024 54
SHAP summary_plot showing two columns Understanding SHAP Summary Plots A Guide to Interpreting Feature Importance The SHAP S Hapley Additive ex Planations library is a powerful tool for understandin 2 min read 30-08-2024 34
SHAP value explanations in binary classification Demystifying SHAP Values in Binary Classification Understanding Feature Contributions SHAP S Hapley Additive ex Planations values are a powerful tool for unders 3 min read 30-08-2024 40
Change font and tick size second y axis of SHAP dependence plot Customizing SHAP Dependence Plots Font and Tick Size for the Second Y Axis SHAP dependence plots are powerful tools for visualizing the impact of individual fea 2 min read 29-08-2024 50
Why the contribution of a categorical value in SHAP trained on Catboost differs from observation to observation Understanding Variable Contributions in SHAP for Categorical Features with Cat Boost When working with categorical features and SHAP values you might observe th 2 min read 28-08-2024 58
Is there a way to get a Shap.kernelExplainer.shap_values in Python to accept 3-dimensional data? Shaping SHAP for Time Series Explaining RNNs with 3 D Data Understanding how a complex model like a Recurrent Neural Network RNN makes predictions on time serie 2 min read 28-08-2024 55
python, SHAP: Multiple partial dependance plot with regression line in a grid Creating a Grid of SHAP Partial Dependence Plots with Regression Lines This article will guide you through the process of generating a grid of SHAP partial depe 3 min read 28-08-2024 55
Multiple partial dependence plot with regression line in a grid Combining SHAP Partial Dependence Plots and Regression Lines in a Grid This article will guide you through the process of creating a grid of SHAP partial depend 3 min read 28-08-2024 40