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.
- 〰 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 🔄