neuralgcm/neuralgcm issues and pull requests

#163 - Added spectral interpolator module.

Pull Request - State: closed - Opened by copybara-service[bot] 2 months ago

#162 - Added spatial_filters.py.

Pull Request - State: closed - Opened by copybara-service[bot] 2 months ago

#162 - Added spatial_filters.py.

Pull Request - State: closed - Opened by copybara-service[bot] 2 months ago

#158 - Added a port of stochastic processes to the new API. Currently only includes the Gaussian Random Process, but this should be easy to extend to the Centered Lognormal version as well.

Pull Request - State: closed - Opened by copybara-service[bot] 3 months ago

#158 - Added a port of stochastic processes to the new API. Currently only includes the Gaussian Random Process, but this should be easy to extend to the Centered Lognormal version as well.

Pull Request - State: closed - Opened by copybara-service[bot] 3 months ago

#158 - Added a port of stochastic processes to the new API. Currently only includes the Gaussian Random Process, but this should be easy to extend to the Centered Lognormal version as well.

Pull Request - State: closed - Opened by copybara-service[bot] 3 months ago

#157 - Added time_integrators and simple tests.

Pull Request - State: closed - Opened by copybara-service[bot] 3 months ago

#157 - Added time_integrators and simple tests.

Pull Request - State: closed - Opened by copybara-service[bot] 3 months ago

#157 - Added time_integrators and simple tests.

Pull Request - State: closed - Opened by copybara-service[bot] 3 months ago

#156 - Added coordinates.py and test to experimental api.

Pull Request - State: closed - Opened by copybara-service[bot] 3 months ago

#148 - RuntimeError: Unable to Load libcudnn_engines_precompiled.so in JAX, Despite Setting Library Paths

Issue - State: closed - Opened by heylsitan 3 months ago - 1 comment

#148 - RuntimeError: Unable to Load libcudnn_engines_precompiled.so in JAX, Despite Setting Library Paths

Issue - State: closed - Opened by heylsitan 3 months ago - 1 comment

#140 - Patch jax tree_util.tree_map interface

Pull Request - State: closed - Opened by efesurekli 3 months ago - 3 comments

#140 - Patch jax tree_util.tree_map interface

Pull Request - State: closed - Opened by efesurekli 3 months ago - 3 comments

#136 - Fine-Tuning NeuralGCM with New Variables

Issue - State: open - Opened by YohanAbeysinghe 4 months ago - 1 comment

#136 - Fine-Tuning NeuralGCM with New Variables

Issue - State: open - Opened by YohanAbeysinghe 4 months ago - 1 comment

#135 - Fix broken link on ERA5 climate data store dataset

Pull Request - State: closed - Opened by axsaucedo 4 months ago - 1 comment
Labels: pull ready

#135 - Fix broken link on ERA5 climate data store dataset

Pull Request - State: closed - Opened by axsaucedo 4 months ago - 1 comment
Labels: pull ready

#134 - Can we output sea level pressure and precipitation?

Issue - State: open - Opened by ShihengDuan 4 months ago - 7 comments

#133 - Update datasets.ipynb

Pull Request - State: closed - Opened by SaptarishiD 4 months ago - 2 comments

#131 - Why does the training time step is different from the time integration steps? Why does neuralGCM learned physics tendencies recomputed once every 30/60 minutes while "gradually increase the rollout length from 6 hours to 5 days"?

Issue - State: closed - Opened by weatherforecasterwhai 4 months ago - 1 comment

#119 - Getting physical/dycore increment and lat/lon state

Issue - State: open - Opened by VIsh76 5 months ago - 1 comment

#103 - Sharing decadal simulation outputs

Issue - State: closed - Opened by shoyer 7 months ago - 1 comment

#101 - Possible to train a smaller version of NeuralGCM?

Issue - State: open - Opened by ZoudaLevy 7 months ago - 1 comment

#101 - Possible to train a smaller version of NeuralGCM?

Issue - State: open - Opened by ZoudaLevy 7 months ago - 1 comment

#101 - Possible to train a smaller version of NeuralGCM?

Issue - State: open - Opened by ZoudaLevy 7 months ago - 1 comment

#100 - Compatible with CUDA 11.2?

Issue - State: open - Opened by joshdorrington 7 months ago - 2 comments

#100 - Compatible with CUDA 11.2?

Issue - State: open - Opened by joshdorrington 7 months ago - 2 comments

#100 - Compatible with CUDA 11.2?

Issue - State: open - Opened by joshdorrington 7 months ago - 2 comments

#99 - Reproducing the decadal simulations

Issue - State: open - Opened by ricardobarroslourenco 7 months ago - 17 comments

#99 - Reproducing the decadal simulations

Issue - State: open - Opened by ricardobarroslourenco 7 months ago - 17 comments

#99 - Reproducing the decadal simulations

Issue - State: open - Opened by ricardobarroslourenco 7 months ago - 17 comments

#98 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 7 months ago

#98 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 7 months ago

#98 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 7 months ago

#97 - Extract Zarr reader into its own package

Issue - State: open - Opened by alxmrs 7 months ago - 1 comment

#97 - Extract Zarr reader into its own package

Issue - State: open - Opened by alxmrs 7 months ago - 1 comment

#97 - Extract Zarr reader into its own package

Issue - State: open - Opened by alxmrs 7 months ago - 1 comment

#96 - Correct typo in surface pressure diagnostic

Pull Request - State: closed - Opened by copybara-service[bot] 7 months ago

#96 - Correct typo in surface pressure diagnostic

Pull Request - State: closed - Opened by copybara-service[bot] 7 months ago

#96 - Correct typo in surface pressure diagnostic

Pull Request - State: closed - Opened by copybara-service[bot] 7 months ago

#95 - Adding surface pressure diagnostics

Pull Request - State: closed - Opened by copybara-service[bot] 7 months ago

#95 - Adding surface pressure diagnostics

Pull Request - State: closed - Opened by copybara-service[bot] 7 months ago

#95 - Adding surface pressure diagnostics

Pull Request - State: closed - Opened by copybara-service[bot] 7 months ago

#94 - Added towers and towers_test to the neuralgcm/experimental

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#94 - Added towers and towers_test to the neuralgcm/experimental

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#94 - Added towers and towers_test to the neuralgcm/experimental

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#93 - Added standard_layers and standard_layers_test.py.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#93 - Added standard_layers and standard_layers_test.py.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#93 - Added standard_layers and standard_layers_test.py.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#92 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#92 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#92 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#91 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#91 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#91 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#90 - Require `numpy<2` to avoid datetime incompatibilities.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#90 - Require `numpy<2` to avoid datetime incompatibilities.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#90 - Require `numpy<2` to avoid datetime incompatibilities.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#89 - Add option for fixed (not learnable) random field parameters in `BatchGaussianRandomFieldModule`. These parameters will often be (effectively) constant in space/time, which means there are initialized with huge (correlation) values. As such, keeping things stable also required using `jnp.expm1` to implement `(1 - self.phi**2)` in the `GaussianRandomField`.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#89 - Add option for fixed (not learnable) random field parameters in `BatchGaussianRandomFieldModule`. These parameters will often be (effectively) constant in space/time, which means there are initialized with huge (correlation) values. As such, keeping things stable also required using `jnp.expm1` to implement `(1 - self.phi**2)` in the `GaussianRandomField`.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#89 - Add option for fixed (not learnable) random field parameters in `BatchGaussianRandomFieldModule`. These parameters will often be (effectively) constant in space/time, which means there are initialized with huge (correlation) values. As such, keeping things stable also required using `jnp.expm1` to implement `(1 - self.phi**2)` in the `GaussianRandomField`.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#88 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#88 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#88 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#87 - Install Neurealgcm

Issue - State: closed - Opened by ZiAngGu1 8 months ago - 2 comments

#87 - Install Neurealgcm

Issue - State: closed - Opened by ZiAngGu1 8 months ago - 2 comments

#87 - Install Neurealgcm

Issue - State: closed - Opened by ZiAngGu1 8 months ago - 2 comments

#86 - Setting start_with_input to False Specifying a Single Step leads to Nans/Incorrect Outputs

Issue - State: open - Opened by leanderloew 8 months ago - 5 comments

#86 - Setting start_with_input to False Specifying a Single Step leads to Nans/Incorrect Outputs

Issue - State: open - Opened by leanderloew 8 months ago - 5 comments

#86 - Setting start_with_input to False Specifying a Single Step leads to Nans/Incorrect Outputs

Issue - State: open - Opened by leanderloew 8 months ago - 5 comments

#85 - [JAX] Update users of jax.tree.map() to be more careful about how they handle Nones.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#85 - [JAX] Update users of jax.tree.map() to be more careful about how they handle Nones.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#85 - [JAX] Update users of jax.tree.map() to be more careful about how they handle Nones.

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#84 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#84 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#84 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#83 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#83 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#83 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 8 months ago

#82 - Too large RMSE scores

Issue - State: open - Opened by tobiasselz 8 months ago - 2 comments

#82 - Too large RMSE scores

Issue - State: open - Opened by tobiasselz 8 months ago - 2 comments

#81 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 9 months ago

#81 - No public description

Pull Request - State: closed - Opened by copybara-service[bot] 9 months ago

#80 - Release NeuralGCM 1.0.0

Pull Request - State: closed - Opened by copybara-service[bot] 9 months ago

#80 - Release NeuralGCM 1.0.0

Pull Request - State: closed - Opened by copybara-service[bot] 9 months ago

#79 - Remove branch from NeuralGCM inference demo

Pull Request - State: closed - Opened by copybara-service[bot] 9 months ago

#79 - Remove branch from NeuralGCM inference demo

Pull Request - State: closed - Opened by copybara-service[bot] 9 months ago

#78 - Batched Inference Possible?

Issue - State: closed - Opened by leanderloew 9 months ago - 5 comments

#78 - Batched Inference Possible?

Issue - State: closed - Opened by leanderloew 9 months ago - 5 comments

#77 - land-sea mask

Issue - State: open - Opened by yuliang954 9 months ago - 6 comments

#77 - land-sea mask

Issue - State: open - Opened by yuliang954 9 months ago - 6 comments

#76 - How to make sure the learned physics doesn’t contain the dynamical part during traing?

Issue - State: open - Opened by weatherforecasterwhai 9 months ago - 2 comments

#76 - How to make sure the learned physics doesn’t contain the dynamical part during traing?

Issue - State: open - Opened by weatherforecasterwhai 9 months ago - 2 comments

#75 - Why not predict u,v directly to be easier?

Issue - State: closed - Opened by weatherforecasterwhai 9 months ago - 2 comments

#75 - Why not predict u,v directly to be easier?

Issue - State: closed - Opened by weatherforecasterwhai 9 months ago - 2 comments

#74 - Replace deprecated `jax.tree_` functions with `jax.tree.`

Pull Request - State: closed - Opened by copybara-service[bot] 9 months ago

#74 - Replace deprecated `jax.tree_` functions with `jax.tree.`

Pull Request - State: closed - Opened by copybara-service[bot] 9 months ago

#73 - Questions about "X = Decode( ˜X) is "evaluated" against Y, The network tendencies Ψ( ˜X) are added to Φ( ˜X)"

Issue - State: open - Opened by weatherforecasterwhai 9 months ago

#73 - Questions about "X = Decode( ˜X) is "evaluated" against Y, The network tendencies Ψ( ˜X) are added to Φ( ˜X)"

Issue - State: open - Opened by weatherforecasterwhai 9 months ago

GitHub / neuralgcm/neuralgcm issues and pull requests