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bird-cloud-gnn

Authors: Lyashevska, Olga; Soares Siqueira, Abel; Kranstauber, Bart; Hoekstra, Bart;
Abstract

What's Changed Add keywords in setup.cfg by @lyashevska in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/7 Add data .gitignore by @lyashevska in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/17 Remove placeholder files by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/21 Add fake point cloud radar data generator by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/23 Fix links so that markdown-lint passes by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/25 Compute column feat3 of the fake data in a better way and improve documentation by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/28 Add RadarDataset class by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/30 Add PULL_REQUEST_TEMPLATE by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/36 Change pre-commit hooks to use package pre-commit by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/38 Set sonar.python.version to 3 by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/41 Short update to README.dev.md by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/43 Add black formatter by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/40 Add initial gnn pipeline by @lyashevska in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/22 Fix issue using str for dataset creation by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/53 Add parameter max_edge_distance to control when to create an edge between nodes in the graphs by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/56 Ignore django not configured in pylint by @lyashevska in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/58 Add prospector and isort to pre-commit.ci skip, since they are being run already by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/61 [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/70 Implements reading .csv.gz by RadarDataset and test by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/71 Fix indexing of points of interest in RadarDataset by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/81 Speed improvements to RadarDataset by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/85 import from single file and pandas by @bart1 in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/86 add the option to calculate centered x y features by @bart1 in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/92 Changes definition of point of interest and limits the number of POIs by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/93 add origin tracking by @bart1 in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/95 Add origin and max_edge_distance to RadarDataset cache by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/98 Implement kfold function by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/96 Add Leave one origin out cross validation by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/101 Accept empty datasets by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/103 add inference method by @bart1 in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/106 Add progress bar to RadarDataset by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/111 Implement fit_and_evaluate and callbacks by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/112 Skip files that don't have enough points to create a neighbourhood by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/109 forward arguments for naming #117 by @bart1 in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/118 Rename num_neighbours to num_nodes by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/119 Add histograms and rates to tensorboard and generale output function by @bart1 in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/122 Don't use the tree when num_nodes equals 1 by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/121 make points_of interest option by @bart1 in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/123 Implement missing indicator features by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/124 Update cross_validation.py by @bart1 in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/126 Add oneline_description for model and dataset by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/128 Add option to connect all nodes to poi by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/125 Implement scheduler to change learning rate by @abelsiqueira in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/129 Skip cache by @bart1 in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/130 Dynamic layers by @lyashevska in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/138 Release v0.1.0 by @lyashevska in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/142 New Contributors @lyashevska made their first contribution in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/7 @abelsiqueira made their first contribution in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/21 @pre-commit-ci made their first contribution in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/70 @bart1 made their first contribution in https://github.com/point-cloud-radar/bird-cloud-gnn/pull/86 Full Changelog: https://github.com/point-cloud-radar/bird-cloud-gnn/commits/v0.1.0

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Keywords

bird identification, graph neural network, point cloud

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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