Ecosyste.ms: Issues

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GitHub / neuraloperator/neuraloperator issues and pull requests

#424 - pass nonlinearity to fno lifting

Pull Request - State: closed - Opened by dhpitt 6 months ago

#423 - Remove `fft_norm` option and use `"forward"` by default

Pull Request - State: closed - Opened by dhpitt 6 months ago

#422 - Fourier Continuation layer

Pull Request - State: open - Opened by vduruiss 6 months ago - 2 comments

#421 - Add shake-shake loss and accompanying flaky test

Pull Request - State: closed - Opened by dhpitt 6 months ago - 1 comment

#419 - Small update for updating max_n_modes.

Pull Request - State: open - Opened by Robertboy18 6 months ago - 1 comment

#418 - Beginners Guide for FNO

Pull Request - State: open - Opened by Robertboy18 6 months ago

#417 - Implement FNO within `GINO` as an `FNOBlock` instead of a full `FNO`

Pull Request - State: closed - Opened by dhpitt 6 months ago - 4 comments

#416 - Build dev documentation at test time for all pull requests

Pull Request - State: closed - Opened by dhpitt 6 months ago

#415 - Add a GNOBlock layer, use GNOBlock in GINO

Pull Request - State: closed - Opened by dhpitt 6 months ago - 4 comments

#414 - Update the quickstart guide on the docs website

Pull Request - State: closed - Opened by dhpitt 6 months ago - 1 comment

#413 - Round 1 of updates to simplify the FNO

Pull Request - State: closed - Opened by dhpitt 6 months ago - 1 comment

#411 - (fix) Complex-FNO compatible with SFNO and docs

Pull Request - State: closed - Opened by dhpitt 6 months ago

#410 - build docs for all PRs as part of test workflow

Pull Request - State: closed - Opened by dhpitt 6 months ago

#409 - Makes factorized tensor optional

Pull Request - State: closed - Opened by JeanKossaifi 6 months ago - 1 comment

#408 - Questions Regarding Time Dimension and Input Range in FNO

Issue - State: closed - Opened by HuaitaoZhu 6 months ago - 2 comments

#407 - (fix) Torch.autocast device type proper initialization

Pull Request - State: closed - Opened by dhpitt 6 months ago

#406 - Automate configuring optimizer and scheduler from config in scripts

Pull Request - State: closed - Opened by dhpitt 6 months ago - 2 comments

#405 - Minimal working `DistributedDataParallel`

Pull Request - State: closed - Opened by dhpitt 6 months ago

#404 - Log evaluation when verbose=True only

Pull Request - State: closed - Opened by dhpitt 6 months ago

#403 - Fix to channel-wise norm by default in `PTDataset`-provided `Normalizer` instances

Pull Request - State: closed - Opened by dhpitt 6 months ago - 1 comment

#402 - Solve Inverse Problems Like Image Denoising

Issue - State: open - Opened by tensor2023 6 months ago - 1 comment

#400 - Merge complex-valued FNO with recent changes

Pull Request - State: closed - Opened by dhpitt 6 months ago - 1 comment

#399 - The predicted values and the actual values differ by a constant.

Issue - State: closed - Opened by HuaitaoZhu 6 months ago - 8 comments

#398 - Add `squared` option to relative data losses

Pull Request - State: open - Opened by dhpitt 6 months ago

#397 - fix normalization in training/eval modes of `DefaultDataProcessor`

Pull Request - State: closed - Opened by dhpitt 6 months ago - 1 comment

#396 - Fixed a typo in training_state.py

Pull Request - State: closed - Opened by ehsanngh 6 months ago - 1 comment

#395 - Add FDM Darcy-flow PINO loss

Pull Request - State: open - Opened by dhpitt 6 months ago - 1 comment

#393 - update to torch.autocast to avoid deprecation

Pull Request - State: closed - Opened by dhpitt 6 months ago

#392 - Fix `SpectralConv` docs

Pull Request - State: closed - Opened by plutonium-239 6 months ago

#390 - Update author list

Pull Request - State: closed - Opened by JeanKossaifi 6 months ago - 1 comment

#388 - Make torch-harmonic an optional dependency

Pull Request - State: closed - Opened by dhpitt 6 months ago

#386 - Add spatial positional embedding to the beginning of FNO by default

Pull Request - State: closed - Opened by dhpitt 6 months ago - 2 comments

#385 - Make `wandb` an optional dependency

Pull Request - State: closed - Opened by dhpitt 6 months ago

#384 - Code for generating data from Darcy flow?

Issue - State: closed - Opened by plcrodrigues 6 months ago - 1 comment

#383 - Rename MLP to ChannelMLP

Pull Request - State: closed - Opened by dhpitt 7 months ago

#382 - Einsum error using separable Fourier convolution

Issue - State: closed - Opened by HenrikAsmuth 7 months ago - 4 comments

#381 - change save_best to save_every to make metric return consistent

Pull Request - State: closed - Opened by dhpitt 7 months ago

#380 - (fix) correct number of training examples printed out in Trainer

Pull Request - State: closed - Opened by dhpitt 7 months ago

#379 - ModuleNotFoundError: No module named 'wandb'

Issue - State: closed - Opened by kaizenlabs 7 months ago - 5 comments

#377 - The user guide is too old

Issue - State: closed - Opened by oncogener 7 months ago - 6 comments

#376 - add defaultdataprocessor docstring

Pull Request - State: closed - Opened by dhpitt 7 months ago

#375 - Fix format of docstrings, update API doc to add dividers for clarity

Pull Request - State: closed - Opened by dhpitt 7 months ago - 1 comment

#372 - 3D examples

Issue - State: open - Opened by ju1987yetchung 7 months ago

#368 - Fix WandB logging in new trainer

Pull Request - State: closed - Opened by dhpitt 7 months ago

#367 - Differential convolution

Pull Request - State: closed - Opened by mliuschi 7 months ago - 4 comments

#365 - Add simple logging back into the `Trainer`

Pull Request - State: closed - Opened by dhpitt 7 months ago - 1 comment

#361 - `WeightedSumLoss` compatible with standard `Trainer`, migrate callbacks to stateless

Pull Request - State: closed - Opened by dhpitt 7 months ago - 1 comment

#357 - Loss module improvements

Pull Request - State: closed - Opened by dhpitt 7 months ago - 1 comment

#351 - Better docs for Callbacks

Pull Request - State: closed - Opened by dhpitt 8 months ago - 1 comment

#343 - Explain Fourier mode indexing in user guide

Pull Request - State: closed - Opened by dhpitt 8 months ago

#342 - bug in the trainer evaluation

Pull Request - State: closed - Opened by matteoguarrera 8 months ago - 2 comments

#341 - Imports in the examples broken

Issue - State: open - Opened by matteoguarrera 8 months ago - 4 comments

#337 - Training using IntegralOperator is very slow

Issue - State: closed - Opened by arvasu-kulkarni 8 months ago - 6 comments

#335 - remove extraneous docstrings for use in doc/examples

Pull Request - State: closed - Opened by dhpitt 9 months ago

#334 - Revert to #330 and move FNO doc to examples

Pull Request - State: closed - Opened by dhpitt 9 months ago

#331 - Better UnitGaussianNormalizer testing

Pull Request - State: closed - Opened by dhpitt 9 months ago - 1 comment

#323 - Add script for training UQNO model

Pull Request - State: closed - Opened by dhpitt 9 months ago - 1 comment

#320 - Adding the GINO model

Pull Request - State: closed - Opened by dhpitt 9 months ago - 1 comment

#319 - Fix docstring for `SpectralConv`

Pull Request - State: closed - Opened by plutonium-239 9 months ago - 4 comments

#313 - Make FNO compatible with 4D inputs

Pull Request - State: closed - Opened by dhpitt 10 months ago

#310 - Reparameterizing SpectralConv layers

Issue - State: closed - Opened by profPlum 11 months ago - 1 comment

#308 - Add uq module (with trainer)

Pull Request - State: closed - Opened by ziqi-ma 11 months ago - 1 comment

#307 - [Question] Inquiry Regarding Navier-Stokes Experiment Data Pair

Issue - State: open - Opened by jiyeon914 11 months ago - 2 comments

#296 - Is it possible to predict multiple timesteps?

Issue - State: closed - Opened by AlwaysRedNeverGreen 12 months ago - 4 comments

#284 - Training logs no longer appear in update 0.3.0

Issue - State: closed - Opened by AlwaysRedNeverGreen about 1 year ago - 4 comments

#279 - U-NO on Darcy-Flow (Gallery of example) don't run on cuda

Issue - State: closed - Opened by jinguman about 1 year ago - 1 comment

#269 - quickstart guide with train, save, load

Pull Request - State: closed - Opened by dhpitt about 1 year ago

#248 - RNO and dissipative loss (MNO)

Pull Request - State: open - Opened by mliuschi over 1 year ago

#221 - Further simplification + UNO fix

Pull Request - State: closed - Opened by JeanKossaifi over 1 year ago

#195 - gino

Pull Request - State: closed - Opened by kovachki over 1 year ago

#189 - Coda support

Pull Request - State: closed - Opened by ashiq24 over 1 year ago

#181 - add gno and fnogno

Pull Request - State: closed - Opened by kovachki over 1 year ago

#177 - fix SFNO example

Pull Request - State: closed - Opened by crwhite14 over 1 year ago - 1 comment

#155 - GINO project

Pull Request - State: closed - Opened by kovachki over 1 year ago - 1 comment

#100 - Update doc

Pull Request - State: closed - Opened by JeanKossaifi almost 2 years ago - 1 comment

#99 - What config to use to test training on small darcy data?

Issue - State: closed - Opened by dlvp almost 2 years ago - 4 comments

#98 - Explanation of Navier Stokes data

Issue - State: closed - Opened by ShikharShivraj almost 2 years ago - 3 comments

#97 - Conv-FNO

Issue - State: closed - Opened by ach14012022 about 2 years ago - 10 comments

#96 - TensorFlow version

Issue - State: closed - Opened by ShaniaShan about 2 years ago - 1 comment

#95 - CODE For Geo-FNO

Issue - State: closed - Opened by nevoliu about 2 years ago - 2 comments

#94 - Some questions about the time dimension of FNO3d

Issue - State: closed - Opened by douhongkun about 2 years ago - 2 comments

#93 - MLPs

Issue - State: closed - Opened by br92sil about 2 years ago - 1 comment

#92 - Code for PINO

Issue - State: closed - Opened by nevoliu about 2 years ago - 2 comments

#91 - Understanding time grid in `fourier_3d.py`

Issue - State: closed - Opened by kristiantorres about 2 years ago - 1 comment