Stanford University
Palo Alto, California
123
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0
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27
Public Repos
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Language Breakdown
Lines of code distribution across 21 owned repositories
21.3M
Total LOC
Python
20,885,842 lines
98.2%
N/A
HTML
148,369 lines
0.7%
N/A
MATLAB
110,419 lines
0.5%
N/A
AGS Script
47,940 lines
0.2%
N/A
C
34,932 lines
0.2%
N/A
Other
40,543 lines
0.2%
N/A
I
I-Shaped Developer
I-shapedSpecialist — deep expertise in Python
Python
HTML
MATLAB
AGS Script
C
Collaboration Network
Global Impact visualization
Repos
39
PRs
0
Growth
+18%
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Top Repositories
sage
For calculating global feature importance using Shapley values.
292
33
Python
Neural-GC
Granger causality discovery for neural networks.
244
57
Python
fastshap
An amortized approach for calculating local Shapley value explanations
105
22
Python
shapley-regression
For calculating Shapley values via linear regression.
74
13
Python
removal-explanations
A lightweight implementation of removal-based explanations for ML models.
59
11
Python
locality-alignment
54
2
Python
dynamic-selection
Dynamic feature selection based on conditional mutual information
32
9
Python
persist
21
6
Python
dl-selection
Feature selection for deep learning models.
15
2
Python
patch-seg
10
1
Python
Open Source Impact
Contributions to external projects
3 merged PRs
No external contributions found.