* Rearrange forecast dimensions from (lead_time, init_time) to (init_time, lead_time) * Raise error about deepsensor.plot.prediction not supporting forecasts
What's Changed * Fix forecasting lead times and improve forecasting functionality by tom-andersson in https://github.com/alan-turing-institute/deepsensor/pull/132 * Fix astype in coordinates matching when sampling data frames by acocac in https://github.com/alan-turing-institute/deepsensor/pull/126
Breaking changes * `model.predict` for models trained with `target_delta_t > 0` now return `Prediction` objects with `init_time` and `lead_time` dimensions with a `time` (valid time) coordinate, rather than a single `time` dimension (which used to correspond to forecast initialisation time).
What's changed * Add new `DataProcessor` normalisation method (`"positive_semidefinite") compatible with a Bernoulli-Gamma ConvCNP likelihood * Expose k and scale parameters of "bernoulli-gamma" ConvNP likelihood in low-level and high-level prediction interface
What's Changed * Return active learning proposed placements with raw coordinate names by RohitRathore1 in https://github.com/alan-turing-institute/deepsensor/pull/99 * Make use of `multiprocessing.Pool` in `get_era5_reanalysis_data` optional in https://github.com/alan-turing-institute/deepsensor/commit/b9594a24114058ad443639432a3f9ca4b99c76a5 * Fix python version in tests (plus additional minor fixes) by davidwilby in https://github.com/alan-turing-institute/deepsensor/pull/116 * use unittest's `setUpClass` instead of overriding `__init__` by davidwilby in https://github.com/alan-turing-institute/deepsensor/pull/117
What's Changed * Support non-Gaussian `ConvNP` likelihoods in low-level and high-level prediction interfaces by tom-andersson in https://github.com/alan-turing-institute/deepsensor/pull/97 * [Fix multiple N-D target sets case in ConvNP; Update ConvNP API](https://github.com/alan-turing-institute/deepsensor/commit/4241544c6ca7f03928693c821cdc77847d90028f) * Minor suggestions to installation docs. by davidwilby in https://github.com/alan-turing-institute/deepsensor/pull/98
New Contributors * davidwilby made their first contribution in https://github.com/alan-turing-institute/deepsensor/pull/98