Find the AI & ML in CCP4.

Frameworks, libraries, models, and the software connected to them.

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PyTorch1 shipped recordTensorFlowExternal declarations onlyscikit-learn2 shipped recordsONNX Runtime1 shipped record

Roles come from the recorded ML families, graph connections, and review evidence. External declarations and candidate assets are labelled separately.

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NameVersionRole / presence
ONNX RuntimeCore · Python1.19.2AI / ML frameworkShipped
PyTorch (torch)pandda2 · Python1.13.1AI / ML frameworkShipped
kerasexternal · External declaration—AI / ML frameworkExternal declaration
onnxCore · External declaration—ML formatExternal declaration
onnxpandda2 · External declaration—ML formatExternal declaration
ONNX Runtimepandda2 · External declaration—AI / ML frameworkExternal declaration
onnxruntime-gpuCore · External declaration—AI / ML frameworkExternal declaration
TensorFlowCore · External declaration—AI / ML frameworkExternal declaration
TensorFlowpandda2 · External declaration—AI / ML frameworkExternal declaration
PyTorch (torch)Core · External declaration—AI / ML frameworkExternal declaration
hdbscanpandda2 · Python0.8.42ML libraryShipped
optunaCore · Python4.5.0ML libraryShipped
pytorch-lightningpandda2 · Python2.2.5ML libraryShipped
raypandda2 · Python2.51.2ML libraryShipped
scikit-learnCore · Python1.4.2ML libraryShipped
scikit-learnpandda2 · Python1.6.1ML libraryShipped
torchmetricspandda2 · Python1.5.2ML libraryShipped
umap-learnpandda2 · Python0.5.12ML libraryShipped
lightgbmCore · External declaration—ML libraryExternal declaration
cbuccaneerNNCore · Native library—Native MLShipped
phasertng_ext.soCore · Native library—Native MLShipped
doublehelix_nnmodel.soCore · Native library—Native MLShipped
fms_nnmodel.soCore · Native library—Native MLShipped
nvidia-cublas-cu11pandda2 · Python11.10.3.66GPU supportShipped
nvidia-cuda-nvrtc-cu11pandda2 · Python11.7.99GPU supportShipped
nvidia-cuda-runtime-cu11pandda2 · Python11.7.99GPU supportShipped
nvidia-cudnn-cu11pandda2 · Python8.5.0.96GPU supportShipped
arcimboldo alephCore · Component—ML-connectedShipped
buccaneer nnCore · Component—ML-connectedShipped
checkmysequenceCore · Python1.5.2ML-connectedShipped
conkitCore · Python0.13.2ML-connectedShipped
coot chemical feature clusteringCore · Component—ML-connectedShipped
dialsCore · Python3.30ML-connectedShipped
doublehelixCore · Python5.6.3ML-connectedShipped
findmysequenceCore · Python1.0.28ML-connectedShipped
fmslibCore · Component—ML-connectedShipped
libtbx covariance helpersCore · Component—ML-connectedShipped
metalcoordanalysisCore · Python0.2.15ML-connectedShipped
modelcraftCore · Python6.1.1ML-connectedShipped
nucleofindCore · Python1.3.2ML-connectedShipped
pandda-2-gemmipandda2 · Python0.0.1ML-connectedShipped
panddasCore · Python1.0.0ML-connectedShipped
phasertng matthews mlCore · Component—ML-connectedShipped
pynndescentpandda2 · Python0.6.0ML-connectedShipped
ridlCore · Python0.0.1ML-connectedShipped
slicendiceCore · Component—ML-connectedShipped
struvolpyCore · Component—ML-connectedShipped
xia2Core · Python3.29.0ML-connectedShipped
buccaneer_nn_weights.csvCore · Asset—ML-linked assetShipped
nucleofind-core.onnxCore · Asset—ML-linked assetShipped

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Choose PyTorch, TensorFlow, scikit-learn, or ONNX Runtime above. Or select any record to inspect its role, presence, and dependencies.

Shipped means present in the bundle. External declaration means installation is not established by this record.