GitHub - kakshak07/High-Dimensional-Visualization-Techniques-and-analysis: Analysis involved various methods to explore and organize the data, including clustering, force-directed layouts, and a timeline for navigating through time-series data. To further analyse temporal attributes, the timeline was distorted through a force directed layout to spatially position time points according to their similarity. Sammon mapping, a variant of MDS, was used as a visualization approach for gene expression data sets along with the heat map-based strategy has been presented for visualizing the U-matrix from self-organizing maps (SOM).

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Analysis involved various methods to explore and organize the data, including clustering, force-directed layouts, and a timeline for navigating through time-series data. To further analyse temporal attributes, the timeline was distorted through a force directed layout to spatially position time points according to their similarity. Sammon mappin…

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Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
input		input
1 - Analysis-for-Gene-Classification.ipynb		1 - Analysis-for-Gene-Classification.ipynb
2 - Gene Expression Classification.ipynb		2 - Gene Expression Classification.ipynb
3 - hyperparameter-search-comparison-grid-vs-random.ipynb		3 - hyperparameter-search-comparison-grid-vs-random.ipynb
4 - Risk-of-cancer-a-simple-analysis.ipynb		4 - Risk-of-cancer-a-simple-analysis.ipynb
LICENSE		LICENSE

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