mlcommons / GaNDLF

A generalizable application framework for segmentation, regression, and classification using PyTorch

https://gandlf.org

mlcommons/GaNDLF Issues

[FEATURE] speed up CI tests
Updated a month ago4
[FEATURE] Add tensorboard support
Updated a month ago3
Rescale transform does not properly use input parameters
Updated a month ago2
[FEATURE] CD for MLCubes
Updated a month ago2
[FEATURE] Update PyTorch dependency
Updated a month ago8
[FEATURE] Update to new docker-py dependency once released
Updated a month ago1
AUROC error while running classification of pathology images
Closed a month ago5
[BUG] MLCubes are always the same version
Updated a month ago1
[FEATURE] Add the ability to save optimized models in different location
Updated a month ago
[FEATURE] add the nadam optimizer
Closed 2 months ago
[BUG] SimpleITK version 2.3.0 causes errors
Updated 2 months ago1
Memory requirement spike for `gandlf_preprocess`
Updated 2 months ago5
[FEATURE] add function to retrieve augmentations from config
Closed 2 months ago1
[FEATURE] Include the output of `pip list` for debug info
Updated 2 months ago1
[BUG] Trying to train a model for classification gives a weird warning
Closed 2 months ago1
[BUG] Loss signatures: CE Loss failure because of additional `params` argument
Updated 2 months ago2
Step function could use a refactor as it is currently bloated and hard to read and debug
Closed 2 months ago3
Memory build-up on various locations
Updated 2 months ago6
Some code styling through Ruff for linting
Closed 2 months ago7
[BUG] dice_per_label metric fails
Closed 3 months ago1
[FEATURE] Add a "migration guide" in documentation
Updated 3 months ago1
[FEATURE] Add Docker Compose
Updated 3 months ago1
[BUG] final_preds_and_avg_probs.csv file is not generated after inference
Closed 4 months ago6
[FEATURE] Standardize the CLI option for output directory
Closed 4 months ago1
[FEATURE] Upgrade PyTorch to 2.2.1
Closed 4 months ago2
[BUG] Noise and Blur enhanced fail for certain images
Closed 4 months ago
[BUG] Moving from version `0.0.XX` to `0.Y.0` creates compatibility issues.
Closed 5 months ago2
Fix some code style issues reported by codacy
Closed 5 months ago1
[FEATURE] Add the ability to split CSVs for training/validation/testing as a separate script
Closed 5 months ago1
[FEATURE] Add the ability to generate training/validation/testing CSV with proportional splits
Closed 5 months ago1
GAN metrics
Closed 5 months ago
Black configuration in pyproject.toml
Closed 5 months ago
Config documentation for GANs
Closed 5 months ago
Update GANDLF functionalities for compatibility with GAN pipelines
Closed 5 months ago
[FEATURE] Set `line-length` for `black` in the `project.toml` file
Closed 5 months ago1
Compute utilities for incorporating generative networks
Closed 5 months ago
Add unit testing for GANs
Closed 5 months ago
add WarmupCosineSchdule Scheduler
Closed 5 months ago2
Add remaining files and functionalities for GANs
Closed 5 months ago
Add DCGAN architecture
Closed 5 months ago
Add a script to generate information useful for debugging
Closed 6 months ago
Standardize commenting style
Closed 6 months ago
OpenFL CI tests need to be updated
Closed 7 months ago2
Add an option for backwards compatibility for `parseConfig`
Closed 7 months ago1
Upgrade PyTorch requirement from `2.1.0` to `2.1.2`
Closed 7 months ago
Rename `parseConfig` to `ConfigManager` for consistency
Closed 7 months ago
Add option to not apply zero plane cropping for `gandlf_preprocess`
Closed 7 months ago1
Add option to use different weights for sampler biasing and loss
Closed 7 months ago
Add option to bias the patch extraction for label sampler
Closed 7 months ago
Reduce minimum devcontainer requirements
Closed 7 months ago