christophM/interpretable-ml-book issues and pull requests

#405 - Link Checker Report

Issue - State: open - Opened by github-actions[bot] about 1 month ago
Labels: report, automated issue

#404 - Please clarify the logistic modeling in Chapter 4

Issue - State: open - Opened by RaymondBalise about 1 month ago

#100 - Update skope-rules section

Pull Request - State: closed - Opened by datajms over 5 years ago - 1 comment

#99 - add closing brace

Pull Request - State: closed - Opened by Lifree over 5 years ago - 1 comment

#98 - Fix typo in DeepL link

Pull Request - State: closed - Opened by mwootten almost 6 years ago - 1 comment

#97 - Labels on Figure 6.9

Issue - State: closed - Opened by elisabeth-berg almost 6 years ago - 1 comment

#96 - add pdp to list of ICE plot implementations

Pull Request - State: closed - Opened by bgreenwell almost 6 years ago - 1 comment

#95 - Significance of gbm interactions

Issue - State: closed - Opened by see24 almost 6 years ago - 1 comment

#94 - explanation on how weights calculated in 5.7.2.1 Example

Issue - State: closed - Opened by kfattila almost 6 years ago - 1 comment

#93 - PDF version

Issue - State: closed - Opened by fjug almost 6 years ago - 1 comment

#92 - nonconsistent value in caption and chart

Issue - State: closed - Opened by gknor almost 6 years ago - 1 comment

#91 - render_book error: Cannot open file '10-references.Rmd'

Issue - State: closed - Opened by annagodwin almost 6 years ago - 1 comment

#90 - Update 05.2-agnostic-pdp.Rmd

Pull Request - State: closed - Opened by nwsm almost 6 years ago - 1 comment

#89 - Update 05.2-agnostic-pdp.Rmd

Pull Request - State: closed - Opened by nwsm almost 6 years ago - 1 comment

#88 - Fix a broken markdown link

Pull Request - State: closed - Opened by oshikiri almost 6 years ago - 1 comment

#87 - Update 05.9-agnostic-shapley.Rmd

Pull Request - State: closed - Opened by samleegithub almost 6 years ago - 1 comment

#86 - Change Lipton year

Pull Request - State: closed - Opened by rajshah4 almost 6 years ago - 2 comments

#85 - Decision Trees Chapter

Issue - State: closed - Opened by pedroallenrevez almost 6 years ago - 1 comment

#84 - Can't see whole table for 4.3.2.

Issue - State: closed - Opened by pedroallenrevez almost 6 years ago - 2 comments

#83 - Add chapter on "Properties of Explanations"

Pull Request - State: closed - Opened by christophM about 6 years ago

#82 - Need more clarity on 5.1.5.

Issue - State: closed - Opened by pedroallenrevez about 6 years ago - 5 comments

#81 - Add chapter about linear model extensions

Pull Request - State: closed - Opened by christophM about 6 years ago

#80 - Gitbook

Issue - State: closed - Opened by snowde about 6 years ago - 3 comments

#79 - Typo fix for 04.5-interpretable-rules.Rmd

Pull Request - State: closed - Opened by dlhvelasco about 6 years ago - 1 comment

#78 - Friedman’s H-statistic formula

Issue - State: closed - Opened by Macuyiko about 6 years ago - 1 comment

#77 - Cross-references

Issue - State: closed - Opened by isaksamsten about 6 years ago - 1 comment

#76 - Empty _book directory after build

Issue - State: closed - Opened by karelin about 6 years ago - 3 comments

#75 - Update 05.8-agnostic-shapley.Rmd

Pull Request - State: closed - Opened by samleegithub about 6 years ago - 1 comment

#74 - Amend reference to $x_{Ci}$ in text to be consistent with formula

Pull Request - State: closed - Opened by philip-khor about 6 years ago - 1 comment

#73 - Add GAMs to chapter Interpretable Models

Issue - State: closed - Opened by noleto about 6 years ago - 2 comments

#72 - https://arxiv.org/ didn't work

Pull Request - State: closed - Opened by juliabrosig about 6 years ago - 1 comment

#71 - Introduce ALE plots

Pull Request - State: closed - Opened by christophM about 6 years ago

#70 - Example based

Pull Request - State: closed - Opened by christophM over 6 years ago

#69 - Feature importance disadvantages

Issue - State: closed - Opened by PhilippPro over 6 years ago - 4 comments

#68 - fixed typo

Pull Request - State: closed - Opened by dyanni3 over 6 years ago - 1 comment

#67 - Example based: Adversarial example chapter

Pull Request - State: closed - Opened by christophM over 6 years ago

#66 - Typos Feature Importance

Pull Request - State: closed - Opened by BodoBurger over 6 years ago - 1 comment

#65 - Additions

Issue - State: closed - Opened by firmai over 6 years ago - 1 comment

#64 - Error in the RuleFit -> Guidelines -> Disadvantages

Issue - State: closed - Opened by So-Cool over 6 years ago - 1 comment

#63 - Adds chapter about counterfactual explanations

Pull Request - State: closed - Opened by christophM over 6 years ago

#62 - Example based

Pull Request - State: closed - Opened by christophM over 6 years ago

#61 - "Improve" is written twice in the last part of 6.2

Issue - State: closed - Opened by ozanozisik over 6 years ago - 1 comment

#60 - Price prediction is 310.000 instead of 301.000 in Figure 5.20

Issue - State: closed - Opened by ozanozisik over 6 years ago - 1 comment

#59 - Reference List

Issue - State: closed - Opened by feeds over 6 years ago - 1 comment

#58 - Add subset (m) to notation in Shapley value chapter

Issue - State: closed - Opened by christophM over 6 years ago

#57 - Figure text for figure 5.10 and 5.11 is the same.

Issue - State: closed - Opened by rasorensen90 over 6 years ago - 1 comment

#56 - Confusing difference for Figure 5.22

Issue - State: closed - Opened by expectopatronum over 6 years ago - 1 comment

#55 - List shapley value alternatives and software

Issue - State: closed - Opened by christophM over 6 years ago - 2 comments
Labels: help wanted

#54 - List decision rule algorithm alternatives and software

Issue - State: closed - Opened by christophM over 6 years ago - 2 comments
Labels: help wanted

#53 - List local and global surrogate models (like LIME or tree surrogates) alternatives and software

Issue - State: closed - Opened by christophM over 6 years ago - 4 comments
Labels: help wanted

#52 - List alternatives and software for feature importance measures

Issue - State: closed - Opened by christophM over 6 years ago - 2 comments
Labels: help wanted

#51 - List alternatives and software for interaction effect measures

Issue - State: closed - Opened by christophM over 6 years ago - 1 comment
Labels: help wanted

#50 - List alternatives and software for partial dependence plots

Issue - State: closed - Opened by christophM over 6 years ago - 2 comments
Labels: help wanted

#49 - List linear regression variants and software

Issue - State: closed - Opened by christophM over 6 years ago
Labels: help wanted

#48 - List logistic regression alternatives and software

Issue - State: closed - Opened by christophM over 6 years ago
Labels: help wanted

#47 - List CART (decision tree) alternatives and software

Issue - State: closed - Opened by christophM over 6 years ago
Labels: help wanted

#46 - Add software and alternatives sections [WIP]

Pull Request - State: closed - Opened by christophM over 6 years ago

#45 - Future

Pull Request - State: closed - Opened by christophM over 6 years ago

#44 - Adds chapter on Decision Rules

Pull Request - State: closed - Opened by christophM over 6 years ago

#43 - Acknowledgements

Pull Request - State: closed - Opened by christophM over 6 years ago

#42 - adds updates plot version

Pull Request - State: closed - Opened by christophM over 6 years ago

#41 - Interaction

Pull Request - State: closed - Opened by christophM over 6 years ago

#40 - Add acknowledgements

Issue - State: closed - Opened by christophM over 6 years ago

#39 - Surrogate

Pull Request - State: closed - Opened by christophM over 6 years ago

#38 - Fix centering of ice plots

Issue - State: closed - Opened by christophM over 6 years ago

#37 - minor corrections

Pull Request - State: closed - Opened by alainjungo over 6 years ago - 1 comment

#36 - fix small typo

Pull Request - State: closed - Opened by alainjungo over 6 years ago - 1 comment

#35 - Adds LIME for images subchapter

Pull Request - State: closed - Opened by expectopatronum over 6 years ago

#34 - Fixing some small typos

Pull Request - State: closed - Opened by MattsonThieme over 6 years ago - 1 comment

#33 - Prepare leanpub

Pull Request - State: closed - Opened by christophM over 6 years ago

#32 - single character typo “live” to “life”

Pull Request - State: closed - Opened by Aylr over 6 years ago - 1 comment

#31 - Fix a math typo

Pull Request - State: closed - Opened by IvanUkhov over 6 years ago - 1 comment

#30 - Make LIME corresponds better to its full name

Pull Request - State: closed - Opened by daniel-yj-yang over 6 years ago - 1 comment

#29 - Update 05.4-agnostic-permfeatimp.Rmd

Pull Request - State: closed - Opened by daniel-yj-yang over 6 years ago

#28 - 5.3.2 Bike rentals (Classification) should be Bike rentals (Regression)

Issue - State: closed - Opened by daniel-yj-yang over 6 years ago - 1 comment

#27 - fix ref for picture doge-stuck

Pull Request - State: closed - Opened by juliabrosig over 6 years ago

#26 - Add useful resources section, link shap github

Pull Request - State: closed - Opened by himalayajung over 6 years ago - 1 comment

#25 - Write a paragraph on how Shapely fairs in image datasets.

Issue - State: closed - Opened by himalayajung over 6 years ago - 2 comments

#24 - Adds global surrogate model chapter [WIP]

Pull Request - State: closed - Opened by christophM over 6 years ago

#23 - Blogpost about interesting package

Issue - State: closed - Opened by PhilippPro over 6 years ago

#22 - Adds third short story

Pull Request - State: closed - Opened by christophM over 6 years ago

#21 - Feature importance

Pull Request - State: closed - Opened by christophM over 6 years ago

#20 - Create better pictograms for explaining the Shapley value

Issue - State: closed - Opened by christophM over 6 years ago - 5 comments

#19 - Shapley

Pull Request - State: closed - Opened by christophM over 6 years ago

#18 - Motivation

Pull Request - State: closed - Opened by christophM almost 7 years ago

#17 - Possible mistakes in lime-text-explanations example.

Issue - State: closed - Opened by MiaoDX almost 7 years ago - 1 comment

#16 - Write a chapter about your favorite tree ensemble interpretability method

Issue - State: closed - Opened by christophM almost 7 years ago - 3 comments
Labels: help wanted

#15 - Write a chapter about your favorite deep learning interpretability method

Issue - State: closed - Opened by christophM almost 7 years ago - 4 comments
Labels: help wanted

#14 - Nn specific [WIP]

Pull Request - State: closed - Opened by christophM almost 7 years ago

#13 - Restructure R code

Pull Request - State: closed - Opened by christophM almost 7 years ago

#12 - Model-agnostic Permutation Feature Importance

Issue - State: closed - Opened by next-josealbertoarcos almost 7 years ago - 1 comment

#11 - Typo fixes

Pull Request - State: closed - Opened by micramm almost 7 years ago - 1 comment

#10 - epub version

Issue - State: closed - Opened by saihttam almost 7 years ago - 3 comments

#9 - Create a pretty version of tree-to-rules graphic

Issue - State: closed - Opened by christophM almost 7 years ago - 9 comments
Labels: help wanted

#8 - Reworks RuleFit Chapter

Pull Request - State: closed - Opened by christophM almost 7 years ago

#7 - Add chapter about explanations

Pull Request - State: closed - Opened by christophM almost 7 years ago

#6 - Test travis

Pull Request - State: closed - Opened by christophM almost 7 years ago

#5 - 2-2-3 'worth less' to 'worth more'

Pull Request - State: closed - Opened by HarborneD almost 7 years ago - 1 comment

#4 - Typos and small changes

Pull Request - State: closed - Opened by adavidzh almost 7 years ago - 1 comment

#3 - Fix typos

Pull Request - State: closed - Opened by adavidzh almost 7 years ago

GitHub / christophM/interpretable-ml-book issues and pull requests