deepmind-research

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meshgraphcnn: issue with some of the datasets (e.g. sphere_dynamic, flag_dynamic)

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This line: https://github.com/deepmind/deepmind-research/blob/6fcb84268e74af981ae1496bfc2cb9ba9d701ef2/meshgraphnets/dataset.py#L52 returns an empty dataset when providing the path to the .tfrecord files. The data files were downloaded using the following command: `bash meshgraphnets/download_dataset.sh sphere_dynamic $DATA_FOLDER` For flag_simple...

oshrihalimi1

Future progress with Gated Linear Networks

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Hello! Sorry for such a question at the Issues. Guys do you figure out why there is no progress with GLNs research? Does it fail on most tasks? Or just...

aisurfer

Learning to Simulate: Time and cost of training

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I am trying to train the model using the WaterRamps as in the example, and I have two doubts: - How many steps does it take to fit the model,...

raimon-fa

Bucket is a requester pays bucket but no user project provided

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Hi, I'm having trouble reproducing the enformer-training.ipynb due to the following error. Do I need to provide a user project to access the data? If so, how do I do...

ragak

Questions about the collision detection of meshgraphnets

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To somebody who may care about this： I would like to re-implement the code with the dataset of sphere_simple, shall I add any collision detection code or just add world...

yangyangliu1

Meshgraphs, extrapolate to other examples.

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In meshgraphs, we can train, do the rollout and see the examples that are ready. But I saw in some interview that it the training done could be applied on...

carlosedubarreto

Learning To Simulate: unable to create animation

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I was trying to recreate the 'learning to simulate example', and when I finished training the model and try to plot the trajectory using ` python -m learning_to_simulate.render_rollout \ --rollout_path=/tmp/rollouts/WaterRamps/rollout_test_0.pkl...

Sir-Teo

Meshgraphs, How to create a custom dataset

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The examples that come with meshgraphs goes from flags to aerodynamics. How can we create custom datasets to simulate our own data.

carlosedubarreto

About the precipitation sampling in "Skillful Precipitation Nowcasting Using Deep Generative Models of Radar"

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Hello, In the paper "Skillful Precipitation Nowcasting Using Deep Generative Models of Radar" you made use of an importance sampling scheme to increase the frequency with which crops with rain...

J-shel

PolyGen: Code for the sampling strategy described in the paper?

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Hi, @saran-t Thanks for providing the implementation of PolyGen. I find that the sampling strategy implemented in the code (for both the vertex model and the face model) is not...

Meowuu7