vaex
meta-v2.6.1
Installation
Tutorials
Vaex introduction in 11 minutes
Machine Learning with vaex.ml
Examples
API
Datasets
FAQ
vaex
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Tutorials
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Vaex introduction in 11 minutes
DataFrame
Columns
Virtual functions
Selections and filtering
Statistics on N-d grids
Getting your data in
Plotting
1d and 2d
Selections for plotting
Advanced Plotting
Slices in a 3rd dimension
Smaller datasets / scatter plot
In control
Healpix (Plotting)
Propagation of uncertainties
Parallel computations
Interactive widgets
Joining
Just-In-Time compilation
String processing
Extending vaex
Adding functions
Adding DataFrame accessors
Machine Learning with vaex.ml
Preprocessing: Scaling of numerical features
Preprocessing: Encoding of categorical features
Dimensionality reduction
Principal Component Analysis
Clustering
K-Means
Supervised learning
Scikit-Learn
example
XGBoost
example
State transfer - pipelines made easy
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