ModelOriented /DALEX
用于探索与解释的模型无关语言
Python1490
explanatory-model-analysis 开源项目推荐（14 个）
explanatory-model-analysis 话题在 GitHub 上没有填写简介，这里按 Star 数汇总最相关的热门仓库。
14收录项目
2414Star 总量
5覆盖语言
相关标签
热门项目 全部 14
GitHub 共 14 个仓库，已全部展示ModelOriented /modelStudio
📍 Interactive Studio for Explanatory Model Analysis
R333
pbiecek /ema
Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
Jupyter Notebook201
ModelOriented /survex
Explainable Machine Learning in Survival Analysis
R118
ModelOriented /treeshap
Compute SHAP values for your tree-based models using the TreeSHAP algorithm
R106
pbiecek /XAIatERUM2020
Workshop: Explanation and exploration of machine learning models with R and DALEX at eRum 2020
R54
pyartemis /artemis
A Python package with explanation methods for extraction of feature interactions from predictive models
Jupyter Notebook33
ModelOriented /ArenaR
Data generator for Arena - interactive XAI dashboard
R30
ModelOriented /Arena
Interactive XAI dashboard
Vue23
ModelOriented /corrgrapher
Visualize correlations between variables
R13
ModelOriented /triplot
Triplot: Instance- and data-level explanations for the groups of correlated features.
R9
hbaniecki /robust-feature-effects
Robustness of Global Feature Effect Explanations (ECML PKDD 2024)
Jupyter Notebook2
chrismainey /to_explain_or_predict
Conference talk for NHS RPysoc 2024 - To explain or predict
HTML2
YodaheWondimu /AI-Image-Recognition
(BEGINNER EXPERIMENT) An AI program that recognizes and characterizes images through its neural network.
Python0
关于这个话题
- 清单取自 GitHub 话题页并按 Star 数排序，每次展示前 14 个项目；原始页面见 https://github.com/topics/explanatory-model-analysis。
- 该话题在 GitHub 上共有 14 个仓库， 本站收录的是其中最热门的 14 个，不是全量列表。
- Star / Fork 每日自动刷新一次，实时数据以 GitHub 为准。
- 当前 14 个项目累计 2414 Star，覆盖 5 种主要语言，数据更新于 2026-11-07。
- 中文介绍来自 GitHub 官方话题说明（github/explore）的机器翻译，可点「查看原文」对照；译文缺失时会先展示原文。