| A | B | C | D | E | F | G | |
|---|---|---|---|---|---|---|---|
1 | Part | Chapter | Title | Expected Date | Presenter | Slides Available? | YouTube Description |
2 | Introduction | 1 | Introduction | 2024-01-14 | Angel Feliz | yes | Angel Feliz leads a discussion of Chapter 1 ("Introduction"') |
3 | Introduction | 2 | Model Development | 2024-01-21 | Angel Feliz | yes | Angel Feliz leads a discussion of Chapter 2 ("Model Development"') |
4 | Introduction | 3 | Do-it-yourself | 2024-01-21 | Angel Feliz | no | and Chapter 3 ("Do-it-yourself"') |
5 | Introduction | 4 | Datasets and Models | 2024-01-28 | Keuntae Kim | no | Keuntae Kim leads a discussion of Chapter 4 ("Datasets and Models"') |
6 | Instance Level | 5 | Introduction to Instance-level Exploration | 2024-02-04 | Ricardo J. Serrano | yes | Ricardo J. Serrano leads a discussion of Chapter 5 ("Introduction to Instance-level Exploration"') |
7 | Instance Level | 6 | Break-down Plots for Additive Attributions | 2024-02-04 | Ricardo J. Serrano | yes | and Chapter 6 ("Break-down Plots for Additive Attributions"') |
8 | Instance Level | 7 | Break-down Plots for Interactions | 2024-02-11 | Aaron Grzasko | yes | Aaron Grzasko leads a discussion of Chapter 7 ("Break-down Plots for Interactions"') |
9 | Instance Level | 8 | Shapley Additive Explanations (SHAP) for Average Attributions | 2024-02-18 | Angel Feliz | yes | Angel Feliz leads a discussion of Chapter 8 ("Shapley Additive Explanations (SHAP) for Average Attributions"') |
10 | Instance Level | 9 | Local Interpretable Model-agnostic Explanations (LIME) | 2024-02-25 | Aaron Grzasko | yes | Aaron Grzasko leads a discussion of Chapter 9 ("Local Interpretable Model-agnostic Explanations (LIME)"') |
11 | Instance Level | 10 | Ceteris-paribus Profiles | 2024-03-03 | Ricardo J. Serrano | yes | Ricardo J. Serrano leads a discussion of Chapter 10 ("Ceteris-paribus Profiles"') |
12 | SKIP FOR DAYLIGHT SAVINGS MADNESS? | 2024-03-10 | -- | ||||
13 | SKIP FOR DAYLIGHT SAVINGS MADNESS? | 2024-03-17 | -- | ||||
14 | SKIP FOR DAYLIGHT SAVINGS MADNESS? | 2024-03-24 | -- | ||||
15 | EASTER WEEK | 2024-03-31 | -- | ||||
16 | Instance Level | 11 | Ceteris-paribus Oscillations | 2024-04-07 | Angel Feliz | yes | Angel Feliz leads a discussion of Chapter 11 ("Ceteris-paribus Oscillations"') |
17 | Instance Level | 12 | Local-diagnostics Plots | 2024-04-14 | Angel Feliz | yes | Angel Feliz leads a discussion of Chapter 12 ("Local-diagnostics Plots"') |
18 | Instance Level | 13 | Summary of Instance-level Exploration | 2024-04-21 | Keuntae Kim | no | Keuntae Kim leads a discussion of Chapter 13 ("Summary of Instance-level Exploration"') |
19 | Dataset Level | 14 | Introduction to Dataset-level Exploration | 2024-04-28 | Ricardo J. Serrano | yes | Ricardo J. Serrano leads a discussion of Chapter 14 ("Introduction to Dataset-level Exploration"') |
20 | Dataset Level | 15 | Model-performance Measures | 2024-04-28 | Ricardo J. Serrano | yes | and Chapter 15 ("Model-performance Measures"') |
21 | Dataset Level | 16 | Variable-importance Measures | 2024-05-05 | Keuntae Kim | no | Keuntae Kim leads a discussion of Chapter 16 ("Variable-importance Measures"') |
22 | Dataset Level | 17 | Partial-dependence Profiles | 2024-05-12 | Aaron Grzasko | no | Aaron Grzasko leads a discussion of Chapter 17 ("Partial-dependence Profiles"') |
23 | SKIP | 2024-05-19 | -- | ||||
24 | Dataset Level | 18 | Local-dependence and Accumulated-local Profiles | 2024-05-26 | Angel Feliz | no | Angel Feliz leads a discussion of Chapter 18 ("Local-dependence and Accumulated-local Profiles"') |
25 | SKIP | 2024-06-02 | -- | ||||
26 | Dataset Level | 19 | Residual-diagnostics Plots | 2024-06-09 | Angel Feliz | no | Angel Feliz leads a discussion of Chapter 19 ("Residual-diagnostics Plots"') |
27 | Dataset Level | 20 | Summary of Dataset-level Exploration | 2024-06-16 | Keuntae Kim | no | Keuntae Kim leads a discussion of Chapter 20 ("Summary of Dataset-level Exploration"') |
28 | Use-cases | 21 | FIFA 19 | 2024-06-23 | Aaron Grzasko | no | Aaron Grzasko leads a discussion of Chapter 21 ("FIFA 19") |