Shapash¶
Uses Shap or Lime backends to compute the relative contributions of inputs to machine learning models. The focus of this package is on generating plots and reports from the explanations.
Logo |
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Website |
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Repository |
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Byline |
Shapash makes Machine Learning models transparent and understandable by everyone |
License |
Apache 2.0 |
Project age |
1 years 10 months |
Backers |
MAIF (Creator and maintainer) |
Lastest News (2022-04-19) |
v2.0.0 Shapash refactoring: attributes of compile methods and init, implementation for new backends. more |
Size score (1 to 10, higher is better) |
2.5 |
Trend score (1 to 10, higher is better) |
8.25 |
Education Resources¶
URL |
Resource Type |
Description |
|---|---|---|
Documentation |
Official project documentation. |
Git Commit Statistics¶
Statistics computed using Git data through March 31, 2022.
Statistic |
Lifetime |
Last 12 Months |
|---|---|---|
Commits |
1,053 |
503 |
Lines committed |
451,540 |
314,040 |
Unique committers |
42 |
25 |
Core committers |
11 |
7 |
Similar Projects¶
Project |
Size Score |
Trend Score |
Byline |
|---|---|---|---|
3.25 |
7.5 |
Algorithms for monitoring and explaining machine learning models. |