28 results found Sort:

3.3k
23.6k
mit
245
A game theoretic approach to explain the output of any machine learning model.
Created 2016-11-22
2,811 commits to master branch, last one a day ago
342
2.8k
apache-2.0
36
🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models
Created 2020-04-29
1,712 commits to master branch, last one about a month ago
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
Created 2019-10-30
1,376 commits to master branch, last one 2 months ago
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
Created 2021-05-16
30 commits to main branch, last one about a year ago
34
534
bsd-2-clause
6
Fast SHAP value computation for interpreting tree-based models
Created 2022-01-24
40 commits to master branch, last one about a year ago
29
474
mit
11
Shapley Interactions and Shapley Values for Machine Learning
Created 2023-10-17
855 commits to main branch, last one a day ago
利用lightgbm做(learning to rank)排序学习,包括数据处理、模型训练、模型决策可视化、模型可解释性以及预测等。Use LightGBM to learn ranking, including data processing, model training, model decision visualization, model interpretability and pre...
Created 2019-11-10
20 commits to master branch, last one 2 years ago
A power-full Shapley feature selection method.
Created 2022-03-16
176 commits to main branch, last one 10 months ago
32
168
other
12
TimeSHAP explains Recurrent Neural Network predictions.
Created 2022-01-10
53 commits to main branch, last one about a year ago
14
157
mit
3
Automated Tool for Optimized Modelling
Created 2019-07-03
1,008 commits to master branch, last one 8 months ago
Validation (like Recursive Feature Elimination for SHAP) of (multiclass) classifiers & regressors and data used to develop them.
Created 2020-11-09
1,195 commits to main branch, last one about a month ago
A Julia package for interpretable machine learning with stochastic Shapley values
Created 2020-01-23
118 commits to master branch, last one 3 years ago
SHAP Plots in R
Created 2020-10-10
448 commits to main branch, last one about a month ago
streamlit-shap provides a wrapper to display SHAP plots in Streamlit.
Created 2022-01-31
21 commits to main branch, last one 2 years ago
SurvSHAP(t): Time-dependent explanations of machine learning survival models
Created 2022-08-03
92 commits to main branch, last one about a year ago
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
Created 2020-07-30
232 commits to master branch, last one about a year ago
Adversarial Attacks on Post Hoc Explanation Techniques (LIME/SHAP)
Created 2019-11-09
94 commits to master branch, last one 4 years ago
Real-time explainable machine learning for business optimisation
Created 2022-09-22
513 commits to main branch, last one 6 months ago
How to use SHAP values for better cluster analysis
Created 2022-05-05
12 commits to main branch, last one 2 years ago
How to Interpret SHAP Analyses: A Non-Technical Guide
Created 2021-09-24
9 commits to main branch, last one 3 years ago
Overview of different model interpretability libraries.
Created 2019-12-15
17 commits to master branch, last one 2 years ago
Different SHAP algorithms
Created 2022-08-05
380 commits to main branch, last one 6 months ago
Local explanations with uncertainty 💐!
Created 2021-10-19
7 commits to main branch, last one 2 years ago
A Colab notebook for land cover mapping and monitoring using Earth Engine
Created 2023-07-28
14 commits to main branch, last one about a year ago
Developed a churn prediction model using XGBoost, with comprehensive data preprocessing and hyperparameter tuning. Applied SHAP for feature importance analysis, leading to actionable business insights...
Created 2024-08-12
16 commits to main branch, last one 7 months ago
Is Deleting the Dataset of a Self-Aware AGI ethical? Does It Possess a Soul by Self-Awareness? Assessing the Existence of a Soul and Ethical Implications Using Fuzzy Logic
Created 2025-02-03
6 commits to main branch, last one 19 days ago