PipelineX
0.5.0
Contents:
PipelineX
Introduction
Installation
Getting Started
Getting Started with Kedro 0.17.x
Example/Demo Projects tested with Kedro 0.16.x
HatchDict
: YAML/JSON enhancement for Python developers
Import-less Python object (class and function)
Anchor-less aliasing (self-lookup)
Python expression
Kedro as the unified data interface framework
Why the unified data interface framework is needed
Kedro overview
Kedro context to use YAML files more conveniently
Options available in
parameters.yml
Define Kedro pipelines
Configure Kedro run config using
RUN_CONFIG
key
HatchDict
feature
Options available in
catalog.yml
Enable caching
HatchDict
feature
Integration of Kedro with MLflow as Kedro DataSet and Hooks (callbacks)
How to use MLflow from Kedro projects
Comparison with
kedro-mlflow
package
Integration of Kedro with the additional Python packages as Kedro DataSets, Hooks (callbacks), and wrappers.
Additional Kedro datasets (data interface sets)
Additional function decorators for benchmarking
Use with PyTorch
Use with PyTorch Ignite
Use with OpenCV
Use with PyTorch Lightning
Use with TensorFlow/Keras
Build Docker image
Why and how PipelineX was born
Author
Contributors are welcome!
How to contribute
Contributor list
API Docs
pipelinex package
Subpackages
pipelinex.extras package
pipelinex.framework package
pipelinex.hatch_dict package
pipelinex.pipeline package
Submodules
pipelinex.utils module
PipelineX
»
pipelinex
»
pipelinex package
»
pipelinex.extras package
»
pipelinex.extras.ops package
»
pipelinex.extras.ops.ignite package
Edit on GitHub
pipelinex.extras.ops.ignite package
¶
Subpackages
¶
pipelinex.extras.ops.ignite.declaratives package
Submodules
pipelinex.extras.ops.ignite.declaratives.declarative_trainer module
pipelinex.extras.ops.ignite.handlers package
Submodules
pipelinex.extras.ops.ignite.handlers.flexible_checkpoint module
pipelinex.extras.ops.ignite.handlers.time_limit module
pipelinex.extras.ops.ignite.metrics package
Submodules
pipelinex.extras.ops.ignite.metrics.cohen_kappa_score module
pipelinex.extras.ops.ignite.metrics.fbeta_score module
pipelinex.extras.ops.ignite.metrics.utils module
Read the Docs
v: 0.5.0
Versions
latest
0.5.0
0.4.9
Downloads
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