This is a work-in-progress version of DUNE ND LArTPC simulataion software. This is a forked project where the simulation software is re-implemented on a differentiable programming framework. Some work was done to utilize egerpy which helps to make backend agnostic and allows to use a number of different base frameworks including JAX and pytorch. However some recent development assumed the use of pytorch and this is considered the default backend at this time
Deep learning frameworks such as Caffe and Tensorflow has significantly eased the process of creatin...
This new version includes a refactoring of the constants module, with the introduction of different ...
What's Changed Saving event time when light simulation not available by @soleti in https://github.c...
This preliminary version is used to make the plots for the "Highly-parallelized simulation of a pixe...
This release contains support for multi-tile and multi-module detectors such as Module-0 and ND-LAr....
Implement every major architecture of deep learning in PyTorch. Starting with simple neural networks...
This should deploy to PyPI and include pyproject.toml, to resolve build dependencies. I hope ..
This release contains a more detailed version of the light simulation. What's Changed Removing unus...
<p>The liquid argon time projection chamber (LArTPC) is poised to play a leading role in neutrino ph...
A flexible package for multimodal-deep-learning to combine tabular data with text and images using W...
Added Flash Attention Added Linear Attention Revisited and polished the docsIf you use this software...
This record collates DOIs for the software components used in 'Physics-driven machine learning model...
The Liquid Argon Time Projection Chamber (LArTPC) technology is widely used in high energy physics e...
Pytools4dart is a Python API for DART radiative transfer simulator. This python package was develop...
This release is functionally the same as 3.3.0, but has some minor adjustments to the source distrib...
Deep learning frameworks such as Caffe and Tensorflow has significantly eased the process of creatin...
This new version includes a refactoring of the constants module, with the introduction of different ...
What's Changed Saving event time when light simulation not available by @soleti in https://github.c...
This preliminary version is used to make the plots for the "Highly-parallelized simulation of a pixe...
This release contains support for multi-tile and multi-module detectors such as Module-0 and ND-LAr....
Implement every major architecture of deep learning in PyTorch. Starting with simple neural networks...
This should deploy to PyPI and include pyproject.toml, to resolve build dependencies. I hope ..
This release contains a more detailed version of the light simulation. What's Changed Removing unus...
<p>The liquid argon time projection chamber (LArTPC) is poised to play a leading role in neutrino ph...
A flexible package for multimodal-deep-learning to combine tabular data with text and images using W...
Added Flash Attention Added Linear Attention Revisited and polished the docsIf you use this software...
This record collates DOIs for the software components used in 'Physics-driven machine learning model...
The Liquid Argon Time Projection Chamber (LArTPC) technology is widely used in high energy physics e...
Pytools4dart is a Python API for DART radiative transfer simulator. This python package was develop...
This release is functionally the same as 3.3.0, but has some minor adjustments to the source distrib...
Deep learning frameworks such as Caffe and Tensorflow has significantly eased the process of creatin...
This new version includes a refactoring of the constants module, with the introduction of different ...
What's Changed Saving event time when light simulation not available by @soleti in https://github.c...