Package: churon 0.1.13

churon: 'ONNX Runtime' Integration

Provides high-performance R bindings for 'ONNX Runtime' <https://onnxruntime.ai/>, enabling efficient machine learning model inference. Written in 'Rust' for memory safety and speed, the package supports cross-platform model execution with multiple execution providers. Includes comprehensive error handling and validation, with bundled MNIST example model for immediate testing and prototyping. Designed for production use with support for macOS (arm64), Linux (x64/arm64), and Windows (x64). Runtime libraries are downloaded on explicit request from <https://github.com/microsoft/onnxruntime/releases>.

Authors:Chanyub Park [aut, cre], The authors of the dependency Rust crates [ctb], ONNX Project contributors [ctb, cph], Microsoft Corporation [cph]

churon_0.1.13.tar.gz
churon_0.1.13.zip(r-4.7-x86_64)churon_0.1.13.zip(r-4.7-arm64)churon_0.1.13.zip(r-4.6-x86_64)churon_0.1.13.zip(r-4.6-arm64)churon_0.1.13.zip(r-4.5-x86_64)
churon_0.1.13.tgz(r-4.6-arm64)churon_0.1.13.tgz(r-4.6-x86_64)churon_0.1.13.tgz(r-4.5-x86_64)churon_0.1.13.tgz(r-4.5-arm64)
churon_0.1.13.tar.gz(r-4.7-arm64)churon_0.1.13.tar.gz(r-4.7-x86_64)churon_0.1.13.tar.gz(r-4.6-arm64)churon_0.1.13.tar.gz(r-4.6-x86_64)
churon_0.1.13.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
churon/json (API)

# Install 'churon' in R:
install.packages('churon', repos = c('https://mrchypark.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/mrchypark/churon/issues

On CRAN:

Conda:

deeplearninginferenceonnxruntimerustcargo

4.08 score 2 packages 7 scripts 483 downloads 15 exports 1 dependencies

Last updated from:70b0f2268f. Checks:15 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK108
linux-devel-x86_64OK122
source / vignettesOK193
linux-release-arm64OK109
linux-release-x86_64OK123
macos-release-arm64OK128
macos-release-x86_64OK372
macos-oldrel-arm64OK131
macos-oldrel-x86_64OK216
windows-devel-arm64OK406
windows-devel-x86_64OK129
windows-release-arm64OK408
windows-release-x86_64OK132
windows-oldrel-x86_64OK136
wasm-releaseOK148

Exports:batch_process_datacheck_onnx_runtime_availableget_onnx_runtime_infoinstall_onnx_runtimeonnx_example_modelsonnx_example_sessiononnx_input_infoonnx_model_pathonnx_output_infoonnx_providersonnx_runonnx_runtime_is_installedonnx_sessionsafe_onnx_runsafe_onnx_session

Dependencies:digest

Readme and manuals

Help Manual

Help pageTopics
S3 Methods for TensorInfo and RSession$.TensorInfo
Optimize Session Performance Batch Process Databatch_process_data
Check if ONNX Runtime is Availablecheck_onnx_runtime_available
Get ONNX Runtime Informationget_onnx_runtime_info
Install ONNX Runtimeinstall_onnx_runtime
ONNX Example Modelsonnx_example_models
ONNX Example Sessiononnx_example_session
Get Input Informationonnx_input_info
Get Model Pathonnx_model_path
Get Output Informationonnx_output_info
Get Execution Providersonnx_providers
Run ONNX Inferenceonnx_run
Create ONNX Sessiononnx_session
Safe ONNX Runsafe_onnx_run
Safe ONNX Session Creationsafe_onnx_session