Welcome to WAX-ML

WAX-ML is a library for machine-learning on streaming data.

For an introduction to WAX-ML, start at the WAX-ML GitHub page.

Getting Started

• 〰 Compute exponential moving averages with xarray and pandas accessors 〰
• ⏱ Synchronize data streams ⏱
• 🌡 Binning temperatures 🌡
• 🎛 The 3-steps workflow 🎛
• 🔭 Reconstructing the light curve of stars with LSTM 🔭
• Sample trajectories
• 🦎 Online linear regression with a non-stationary environment 🦎
• 🔄 Online learning for time series prediction 🔄
• 🔄 Online learning in non-stationary environments 🔄

Reference Documentation

• Change log

Developer documentation

• Installing wax
• Running the tests
• Type checking
• Flake8
• Formatting code
• Check actions
• Update documentation
  • Update notebooks
  • Documentation building on readthedocs.io

API documentation

• Public API: wax package
  • Subpackages
    • wax.modules package
    • wax.gym package
    • wax.datasets package
    • wax.universal package

Indices and tables

• Index

• Module Index

• Search Page