Missing Packages - jejjohnson/ml4eo GitHub Wiki

k-ops - operator learning with keras

• Neural Fields (kn
• Neural Operators - Spectral Convolutions

keras-harmonics - 1–2-1 translation of the Nvidia | Multi-Backend | GPFy | Location Encoder NerF libraries into keras.

dct - discrete cosine transform in jax/keras

dst - discrete sine transform in jax/keras

dmdX - dynamic mode decomposition with jax and cola

markovGPX - markovian gaussian processes with jax, cola, and equinox

xr-ens - (ensemble) kalman filters with xarray, jax, and cola.

xr-4dvar - Variational data assimilation with xarray, jax, cola, optimistix/jaxopt

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Contrbutions

FlowJax - Surjective and Stochastic Flows

Dynamax - (Ensemble) Kalman Filters and Markovian Gaussian Processes with Cola