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mapbox
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gabbar
Guarding OpenStreetMap from harmful edits using machine learning
MIT License
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Bump eslint from 3.19.0 to 6.5.1
#95
dependabot[bot]
opened
4 years ago
0
Complete community profile checklist
#94
bkowshik
opened
6 years ago
0
Jupyter notebook with LocalOutlierFactor
#93
bkowshik
opened
6 years ago
0
sklearn.neighbors.LocalOutlierFactor
#92
bkowshik
opened
6 years ago
0
Round 2 of improving Gabbar documentation
#91
bkowshik
opened
6 years ago
0
Ignore features of geometry type node
#90
bkowshik
closed
6 years ago
0
Anomaly detection
#89
bkowshik
closed
6 years ago
0
Prototype an anomaly detection model for highways
#88
bkowshik
opened
7 years ago
2
Analyze predictions from highway classifier
#87
bkowshik
closed
7 years ago
0
Review a random sample of highways
#86
bkowshik
opened
7 years ago
0
Process changesets with more than one features touched
#85
bkowshik
closed
7 years ago
0
Cross validation parameter
#84
bkowshik
closed
7 years ago
0
Effect of cross validation parameter on model metrics
#83
bkowshik
closed
6 years ago
1
Highway classifier v1
#82
bkowshik
closed
7 years ago
0
First of the many rounds of cleanup
#81
bkowshik
closed
7 years ago
0
Harmful changests of types manually not seen before
#80
bkowshik
closed
6 years ago
1
User experience in the context of reverted changesets
#79
bkowshik
closed
7 years ago
0
Script to get previous changeset of feature reverted
#78
bkowshik
closed
7 years ago
0
Download labels from new osmcha API
#77
bkowshik
closed
7 years ago
0
Using the new osmcha API to download changeset labels
#76
bkowshik
closed
7 years ago
1
Bag of tags
#75
bkowshik
closed
7 years ago
2
Bag of Tags
#74
bkowshik
closed
7 years ago
3
Filter features of interest from real changesets dataset
#73
bkowshik
closed
7 years ago
0
Building a classifier on changeset comments
#72
bkowshik
opened
7 years ago
2
Prioritizing problematic edits to flag
#71
bkowshik
opened
7 years ago
1
Highway classifier
#70
bkowshik
closed
7 years ago
1
Prototyping Gabbar for highway features
#69
bkowshik
opened
7 years ago
9
Graph attribute importance scores along with top 5
#68
bkowshik
opened
7 years ago
1
Add Gaussian Naive Bayes classifier for spot checking
#67
bkowshik
opened
7 years ago
0
Using reverted changesets for model training
#66
bkowshik
opened
7 years ago
5
Fixtures and notebook for regression testing
#65
bkowshik
closed
7 years ago
0
Changesets very likely to have problems
#64
bkowshik
closed
7 years ago
0
Detect changesets that are very likely to have problems
#63
bkowshik
closed
7 years ago
3
Incrementally add attributes and measure model performance
#62
bkowshik
closed
7 years ago
0
Notebook to use a Dummy model to get metrics baseline
#61
bkowshik
closed
7 years ago
0
Model baseline performance
#60
bkowshik
closed
7 years ago
0
Effect of attributes on the feature level classifier
#59
bkowshik
closed
7 years ago
2
Reviewing labelled and predicted changesets from feature classifier
#58
bkowshik
closed
7 years ago
5
What is the effect of number of training samples on metrics
#57
bkowshik
closed
7 years ago
0
Tuning model hyper-parameters is for real!!!
#56
bkowshik
closed
7 years ago
1
Get similar samples using attributes
#55
bkowshik
closed
7 years ago
0
Model learning a pattern incorrectly during training
#54
bkowshik
closed
7 years ago
4
Dimensionality reduction using PCA
#53
bkowshik
opened
7 years ago
0
Automate preparation of changesets for manual review
#52
bkowshik
closed
7 years ago
1
Explore semi-supervised learning
#51
bkowshik
closed
6 years ago
1
Regression test suite for automated testing
#50
bkowshik
closed
7 years ago
1
Understanding the unit of change
#49
bkowshik
closed
7 years ago
0
Convert binary attributes to numericals
#48
bkowshik
closed
7 years ago
0
Flag changesets predicted problematic on osmcha
#47
bkowshik
closed
6 years ago
2
Convert binary attributes into rich numericals
#46
bkowshik
closed
7 years ago
1
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