navdeep-G interpretable-ml issues

navdeep-G / interpretable-ml

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

Apache License 2.0

21 stars 8 forks source link

issues

Newest

Newest Most commented Recently updated Oldest Least commented Least recently updated

Bump numpy from 1.16.0 to 1.22.0 in /python/jupyter-notebooks

#41 dependabot[bot] opened 2 years ago
0
Updated README.md

#40 sparsh999gupta opened 4 years ago
1
Add DIA for simulated data

#39 navdeep-G opened 4 years ago
0
Add residual and sensitivity analysis for simulated data

#38 navdeep-G opened 4 years ago
0
Add LIME for simulated data

#37 navdeep-G opened 4 years ago
0
Add DT surrogate for simulated data

#36 navdeep-G opened 4 years ago
0
Add more examples for simulated data

#35 navdeep-G closed 4 years ago
1
Add notebooks that showcase debugging ML models

#34 navdeep-G opened 5 years ago
0
Organize README

#33 navdeep-G closed 4 years ago
0
Add dir of tex files

#32 navdeep-G closed 5 years ago
0
Remove unused tex dir

#31 navdeep-G closed 5 years ago
0
Add AIR to DIA notebook

#30 navdeep-G closed 5 years ago
0
Datatable version of DIA analysis

#29 navdeep-G closed 5 years ago
0
Use datatable in DIA notebook

#28 navdeep-G closed 5 years ago
1
Disparate Impact Analysis

#27 navdeep-G closed 5 years ago
0
Reorganize repo structure

#26 navdeep-G closed 5 years ago
0
Clean up notebooks

#25 navdeep-G closed 5 years ago
0
Ph fix global shap

#24 jphall663 closed 6 years ago
0
Improvements to the paper

#23 pramitchoudhary closed 6 years ago
1
update gitignore for f-ing OSX and add some figures

#22 navdeep-G closed 6 years ago
0
Cross validation plot

#21 pramitchoudhary closed 5 years ago
0
Add 2-way Partial plots

#20 pramitchoudhary opened 6 years ago
0
Correlation matrix

#19 pramitchoudhary opened 6 years ago
0
Adjusting the color for the Shapely plots per class

#18 pramitchoudhary closed 5 years ago
0
Comparative Charts

#17 pramitchoudhary closed 5 years ago
0
ROC plots

#16 pramitchoudhary opened 6 years ago
0
Confusion Matrix plot

#15 pramitchoudhary opened 6 years ago
0
initial latex framework

#14 jphall663 closed 6 years ago
0
Tentative Outline

#13 jphall663 closed 5 years ago
3
Add local Shapley explanations/analysis to binomial simulated data use case

#12 navdeep-G closed 5 years ago
0
Add more use cases

#11 navdeep-G opened 6 years ago
0
[WIP] Initial Suggestions and notebooks on decision boundary/SDT

#10 pramitchoudhary closed 6 years ago
4
Clean up lime explainer and data maker/getter

#9 navdeep-G closed 5 years ago
0
Regression notebooks

#8 navdeep-G closed 5 years ago
0
R markdown notebooks

#7 navdeep-G opened 6 years ago
2
Organize README

#6 navdeep-G closed 6 years ago
0
Add decision tree surrogate notebook

#5 navdeep-G closed 6 years ago
0
Add multinomial version of credit card notebook (monotonic XGBoost, PDP, ICE, & Shapley)

#4 navdeep-G closed 6 years ago
5
Add pdf of tex file

#3 navdeep-G closed 6 years ago
0
Add R examples

#2 navdeep-G closed 6 years ago
0
Add Python examples

#1 navdeep-G closed 6 years ago
0