Ian Covert (@iancovert)
github

iancovert

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  • Stars
    star
    683
  • Global Rank 43,634 (Top 2 %)
  • Followers 92
  • Registered over 9 years ago
  • Most used languages
    Python
         100.0 %
  • Location 🇺🇸 United States
  • Country Total Rank 13,010
  • Country Ranking
    Python
         2,014

Top repositories

1

sage

For calculating global feature importance using Shapley values.
Python
236
star
2

Neural-GC

Granger causality discovery for neural networks.
Python
188
star
3

fastshap

An amortized approach for calculating local Shapley value explanations
Python
86
star
4

shapley-regression

For calculating Shapley values via linear regression.
Python
58
star
5

removal-explanations

A lightweight implementation of removal-based explanations for ML models.
Python
55
star
6

dynamic-selection

Dynamic feature selection based on conditional mutual information
Python
19
star
7

dl-selection

Feature selection for deep learning models.
Python
13
star
8

persist

Python
12
star
9

sage-experiments

Code for experiments in SAGE paper (NeurIPS 2020)
Python
6
star
10

Sparse-NN

Python
3
star
11

propose

Python
3
star
12

easy-ensemble

For learning optimal model ensembles
Python
3
star
13

amortized-valuation

Python
3
star
14

nonlinear-gc

Python
2
star
15

data-scaling

Python
1
star