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AI Software Stack Availability

AI Software Stack Availability

Owned by Karker, Nicholas
Last updated: Jan 29, 2024

ITS offers several AI related software on our on-prem computing resources. You can either conda-install or module load any of the following software, or you can find the software via DGX Cloud. If one does not work, or if you would like a software that you do not see, email us at askIT@albany.edu for troubleshooting or new software requests. Many software containers can also be found on the DGX Cloud container repository.


SoftwareCategoryHow to get?
Albumentationsimaging, image recognitionconda
Alphafoldprotein, structure prediction,module load
BERTopictopic modelling,conda install
Clarabiology, imagineDGX
ClinicaDLbiology, neural imagingmodule load
CUoptAI logistics and route optimizaitonDGX
d2goAI training/deployment to mobile platformsmodule load
DeepMicrobesbiology, genomics, deep learningconda
DeepVariantsequencing, genomicsconda
dscribephysics, chemistry, materials scienceconda
Fairseqlanguage modelling, translation, summaryconda
Pytorch Forecastingframework for deep learning/pandasconda
GalaxyMLbiomedical classificationconda
Imaginaireimage/video synthesisDGX
modulusphysics, neural network

DGX

NeMospeech, neural networkDGX
ReLeaSE chemistry, drug design,conda
SampleDockmolecular docking, chemistryconda
StableDiffusion v1/v2image generation, neural networkconda/DGX
Triton Serverserver for AI based applicationsDGX