AI Software Stack Availability
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.
| 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 |
| ReLeaSE | 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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