conditional-flow-matching

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NeuralODE trajectory API is quite limiting

2

Hi, I am trying to use your package with the `from torchcfm.models.unet.unet import SuperResModel` and other custom models that have kwargs in their forward method, but I think that the...

rsanchezgarc

Improvement suggestions for the tutorial on flow matching

13

This issue is opened for users to suggest improvements for the Flow Matching tutorial notebook.

kilianFatras

Adding the diffusion-based distance used for the single-cell experiment. We approximate the heat kernel with Chebyshev polynomials. - [x] chebyshev approximation - [x] heat kernel + distance - [ ]...

guillaumehu

Bump pytorch-lightning from 1.8.3 to 2.2.0

1

Bumps [pytorch-lightning](https://github.com/Lightning-AI/lightning) from 1.8.3 to 2.2.0. Release notes Sourced from pytorch-lightning's releases. Lightning 2.2 Lightning AI is excited to announce the release of Lightning 2.2 :zap: Did you know? The...

dependabot[bot]

Road to 1.1

13

I am opening this issue to discuss the road we should follow to the 1.1 version. Here is the list of the changes I would like to see: - [x]...

kilianFatras

Bumps [torchmetrics](https://github.com/Lightning-AI/torchmetrics) from 0.11.0 to 1.3.0.post0. Release notes Sourced from torchmetrics's releases. New Image metrics & wrappers [1.3.0] - 2024-01-10 Added Added more tokenizers for SacreBLEU metric (#2068) Added support...

dependabot[bot]

Add a generate samples script

2

## What does this PR do? Add a script to generate multiple images for the CIFAR-10 examples Fixes #73 ## Before submitting - [x] Did you make sure **title is...

QB3

Updates the requirements on [torch](https://github.com/pytorch/pytorch) to permit the latest version. Release notes Sourced from torch's releases. PyTorch 2.1: automatic dynamic shape compilation, distributed checkpointing PyTorch 2.1 Release Notes Highlights Backwards...

dependabot[bot]

Unused `num_images` param in cifar10 example

1

The parameter `num_images` is currently unused in the cifar10 example https://github.com/atong01/conditional-flow-matching/blob/21cd0c888186f6e2b76deb393800361b8a850e9b/examples/cifar10/train_cifar10.py#L52 It would be great to have a `generate_cifar10.py` to generate a given number of images, as in the edm...

QB3

GPU Memory Allocation Issue with POT==0.9.1

2

With POT 0.9.1 GPU memory is allocated on import in combination with deep learning packages see https://github.com/PythonOT/POT/issues/523 https://github.com/PythonOT/POT/issues/516 Recommend downgrading to POT < 0.9.1 for now.

atong01