Pytorch-caldera 0.1.0a0
Getting Started
Examples
Gallery
API
Github
Pytorch-caldera
Getting Started
Installation
Examples
Gallery
Narratives
Data Processing
Shortest-Path
Fix path and import caldera
Data Generation
Graph Network
Training
Link Prediction
Sorting
Unsupervised Sorting
Optimal Graph Layout
Developer Notes
Tests
Running tests
Running doc-tools tests
Running dockerized tests
Documentation
Build documentation
Dockerized build
Converting ipynb to rst
Github Actions and CI
Code quality
Python API
Data
GraphBatch
GraphData
GraphTuple
GraphDataLoader
Dataset
GraphDataset
GraphBatchDataset
Blocks (
caldera.blocks
)
Generic Blocks
Flex
MLP
Encoder/Decoder Blocks
NodeBlock
EdgeBlock
GlobalBlock
Message Passing Blocks
AggregatingNodeBlock
AggregatingEdgeBlock
AggregatingGlobalBlock
Aggregator
MultiAggregator
Models (
caldera.models
)
GraphEncoder
GraphCore
EncodeCoreDecode
Transforms
GraphData and GraphBatch
Preprocessing Transforms
Networkx
NetworkxAttachNumpyFeatures
NetworkxAttachNumpyOneHot
NetworkxAttachNumpyBool
NetworkxSetDefaultFeature
NetworkxTransformFeatureData
NetworkxTransformFeatures
NetworkxFlattenEdgeFeature
NetworkxFlattenGlobalFeature
NetworkxFlattenNodeFeature
NetworkxNodesToStr
NetworkxToDirected
NetworkxToUndirected
NetworkxFilterDataKeys
Utils
caldera.utils.dict_join
Indexing
caldera.utils.reindex_tensor
caldera.utils.unravel_index
Tensor
caldera.utils.scatter_coo
caldera.utils.scatter_indices
caldera.utils.torch_coo_to_scipy_coo
caldera.utils.deterministic_seed
caldera.utils.long_isin
caldera.utils.same_storage
caldera.utils.stable_arg_sort_long
caldera.utils.tensor_is_empty
caldera.utils.torch_scatter_group
Functional
caldera.utils.functional
Networkx Utilities
Defaults
Exceptions
Page
Optimal Graph Layout
Optimal Graph Layout
ΒΆ
Unsupervised