GitHub - rjstange/DOTA-2-Player-Segmentation-Analysis: Taking the data from nearly 8000 high skill players from Open Dota and then seeing which clustering and dimensionality reduction method works best. Best results found in the detection of unusual behavior from the main cluster.

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Taking the data from nearly 8000 high skill players from Open Dota and then seeing which clustering and dimensionality reduction method works best. Best results found in the detection of unusual behavior from the main cluster.

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Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
DOTA 2 Player Segmentation Slides.ipynb		DOTA 2 Player Segmentation Slides.ipynb
DOTA 2 Player Segmentation-Daskified.ipynb		DOTA 2 Player Segmentation-Daskified.ipynb
DOTA 2 Player Segmentation.ipynb		DOTA 2 Player Segmentation.ipynb
skilled_player_matches.csv		skilled_player_matches.csv