Machine Learning
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UMAP
Quick Definition
Fast dimensionality reduction preserving local and global structure
Full Definition
Uniform Manifold Approximation and Projection, a faster dimensionality reduction preserving global structure.
Examples
data visualization, preprocessing, clustering acceleration
Related Terms
dimensionality-reduction
tsne
More Machine Learning Terms
K-Means
Partitioning data into k clusters by updating centroids
ARIMA
Statistical model for time series analysis and forecasting
Markov Chain
Stochastic model where events depend only on previous state
Multi-Task Learning
Training one model for multiple related tasks simultaneously
Bagging
Training models on random subsets and averaging predictions
Gaussian Mixture Model
Probabilistic model using multiple Gaussian distributions