Statistical quality evaluation of dimensionality reduction algorithms
In this project I look at the high dimensional MNIST dataset of handwritten digits and use PCA, t-SNE and Topological data analysis (TDA) to visualise and understand the dataset.
A Framework for High-dimensional Pareto-optimal Front Visualization and Analytics
In this project, we are going to analyze and graphically represent high dimensional embeddings using the TensorBoard Embedding Projector.
A Toolkit for Interactive Statistical Data Visualization
High dimensions balls visualization
Yale MATH 480 final project proving and simulating the Johnson-Lindenstrauss lemma
Exploring N-dimensional latent spaces generated by neural variational autoencoders
NBalls Visualization
Attempt to show high dimensional data. I ended up going with a parallelogram as it allows lots of dimensions. The drawback of using a parallelogram is that it can be hard to read and get crowded. In this implementation I would've liked to have changed the color of each line for each car, but I ran out of time. Hover functionality to see what car…
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