AI Software Stack Availability
- Karker, Nicholas
- Awan, Waqas S
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.
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Software | Category | How to get? |
|---|---|---|
Albumentations | imaging, image recognition | conda |
Alphafold | protein, structure prediction, | module load |
BERTopic | topic modelling, | conda install |
Clara | biology, imagine | DGX |
ClinicaDL | biology, neural imaging | module load |
CUopt | AI logistics and route optimizaiton | DGX |
d2go | AI training/deployment to mobile platforms | module load |
DeepMicrobes | biology, genomics, deep learning | conda |
DeepVariant | sequencing, genomics | conda |
dscribe | physics, chemistry, materials science | conda |
Fairseq | language modelling, translation, summary | conda |
Pytorch Forecasting | framework for deep learning/pandas | conda |
GalaxyML | biomedical classification | conda |
Imaginaire | image/video synthesis | DGX |
modulus | physics, neural network | DGX |
NeMo | speech, neural network | DGX |
ReLeaSEÂ | chemistry, drug design, | conda |
SampleDock | molecular docking, chemistry | conda |
StableDiffusion v1/v2 | image generation, neural network | conda/DGX |
Triton Server | server for AI based applications | DGX |
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