Minerva
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Pale-Blue-Dot-97
Minerva project includes the minerva package that aids in the fitting and testing of neural network models. Includes pre and post-processing of land cover data. Designed for use with torchgeo datasets...
Bumps [timm](https://github.com/huggingface/pytorch-image-models) from 0.9.2 to 1.0.3. Release notes Sourced from timm's releases. Release v1.0.3 May 14, 2024 Support loading PaliGemma jax weights into SigLIP ViT models with average pooling. Add...
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**Is your feature request related to a problem? Please describe.** Switching to `hydra` has introduced issues with using multiprocessing on SLURM. **Describe the solution you'd like** `hydra` provides a `submitit`...
**Is your feature request related to a problem? Please describe.** No **Describe the solution you'd like** Add support for constructing a scheduler from config parameters that is set as an...
Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.4.0 to 1.4.2. Release notes Sourced from scikit-learn's releases. Scikit-learn 1.4.2 We're happy to announce the 1.4.2 release. This release only includes support for numpy 2. This...
Bumps [numpy](https://github.com/numpy/numpy) from 1.26.3 to 1.26.4. Release notes Sourced from numpy's releases. v1.26.4 NumPy 1.26.4 Release Notes NumPy 1.26.4 is a maintenance release that fixes bugs and regressions discovered after...
updates: - [github.com/psf/black: 24.4.0 → 24.4.2](https://github.com/psf/black/compare/24.4.0...24.4.2)
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**Is your feature request related to a problem? Please describe.** `minerva` support for checkpointing an experiment is somewhat patchy. Presently, models can be saved at the end of an experiment,...
**Is your feature request related to a problem? Please describe.** Performing hyper-parameter sweeps with the current config handling will be a bit messy. How configs are handled across `minerva` is...
**Is your feature request related to a problem? Please describe.** Downstream experiments of various types need custom task classes to specify the particular setups needed e.g. adapting a model for...
**Is your feature request related to a problem? Please describe.** The [`kornia`](https://kornia.readthedocs.io/en/latest/get-started/introduction.html) package is designed to support a broad range of computer vision applications for deep learning. It is the...
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Minerva project includes the minerva package that aids in the fitting and testing of neural network models. Includes pre and post-processing of land cover data. Designed for use with torchgeo datasets...