191bda3228
* wip Signed-off-by: Robert Altena <Rob@Ra-ai.com> * up to assign operation. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * fix Imax, IMin. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * concat. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * dynamicPartition Signed-off-by: Robert Altena <Rob@Ra-ai.com> * new ops up to gte. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip Signed-off-by: Robert Altena <Rob@Ra-ai.com> * updated review items. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * up to matchCondition. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip Signed-off-by: Robert Altena <Rob@Ra-ai.com> * up to OneHot. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip. up to permute. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip. up to rank. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip. up to scatterMul. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * resolving code review issues. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip. inclides UnsortedSegment ops. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip. up to stridedSlice. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * fix stridedSlice. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * first pass of SDBaseops.kt complete. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * fix review items. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip Signed-off-by: Robert Altena <Rob@Ra-ai.com> * put branch in compilable state. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * add NDBaseTest. fix dynamicPartition signature. failed fix of assign. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * make tests public. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * adds tests up to invertedPermutation. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * fix ScalarEquals, Assign. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * wip Signed-off-by: Robert Altena <Rob@Ra-ai.com> * updates NDBaseTest. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * updates 'check' comments based on test pass/fail. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * fix scalar ops. Update tests, Signed-off-by: Robert Altena <Rob@Ra-ai.com> * dev-tools review items. wip. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * dev-tools code review items. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * Test fixes Signed-off-by: Alex Black <blacka101@gmail.com> * complete review items. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * Comment for logged issue; fix test case Signed-off-by: Alex Black <blacka101@gmail.com> * Fixes Signed-off-by: Alex Black <blacka101@gmail.com> * More fixes * wip Signed-off-by: Robert Altena <Rob@Ra-ai.com> * undo changes to Nd4jCpu.java Signed-off-by: Robert Altena <Rob@Ra-ai.com> * update tests. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * Fixes and regenerate Signed-off-by: AlexDBlack <blacka101@gmail.com> * Small test fixes Signed-off-by: AlexDBlack <blacka101@gmail.com> * small fixes to tests. Signed-off-by: Robert Altena <Rob@Ra-ai.com> * Cleanup Signed-off-by: Alex Black <blacka101@gmail.com> * Fixes Signed-off-by: Alex Black <blacka101@gmail.com> * Small CUDAExecutioner fix Signed-off-by: Alex Black <blacka101@gmail.com> * Fixes Signed-off-by: Alex Black <blacka101@gmail.com> * Small CudaExecutioner fix Signed-off-by: Alex Black <blacka101@gmail.com> * Another small CudaExecutioner fix Signed-off-by: Alex Black <blacka101@gmail.com> * Another small CudaExecutioner fix Signed-off-by: Alex Black <blacka101@gmail.com> Co-authored-by: Robert Altena <Rob@Ra-ai.com> |
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ci | ||
contrib | ||
nd4j-backends | ||
nd4j-common | ||
nd4j-common-tests | ||
nd4j-jdbc | ||
nd4j-parameter-server-parent | ||
nd4j-remote | ||
nd4j-serde | ||
nd4j-shade | ||
nd4j-tensorflow | ||
nd4j-uberjar | ||
.appveyor.yml | ||
.codeclimate.yml | ||
.gitignore | ||
.travis.yml | ||
LICENSE | ||
README.md | ||
RaspberryPi.md | ||
VERSION | ||
buildAllversions.sh | ||
buildmultiplescalaversions.sh | ||
pom.xml |
README.md
ND4J: Scientific Computing on the JVM
ND4J is an Apache 2.0-licensed scientific computing library for the JVM. By contributing code to this repository, you agree to make your contribution available under an Apache 2.0 license.
It is meant to be used in production environments rather than as a research tool, which means routines are designed to run fast with minimum RAM requirements.
Please search for the latest version on search.maven.org.
Or use the versions displayed in: https://github.com/eclipse/deeplearning4j-examples/blob/master/pom.xml
Main Features
- Versatile n-dimensional array object
- Multiplatform functionality including GPUs
- Linear algebra and signal processing functions
Specifics
- Supports GPUs via with the CUDA backend nd4j-cuda-7.5 and Native via nd4j-native.
- All of this is wrapped in a unifying interface.
- The API mimics the semantics of Numpy, Matlab and scikit-learn.
Documentation
Documentation is available at deeplearning4j.org. Access the JavaDocs for more detail.
Installation
To install ND4J, there are a couple of approaches, and more information can be found on the DL4J website.
Install from Maven Central
- Search for nd4j in the Maven Central Repository to find the available nd4j jars.
- Include the appropriate dependency in your pom.xml.
Clone from the GitHub Repo
https://deeplearning4j.org/docs/latest/deeplearning4j-build-from-source
Contribute
-
Check for open issues, or open a new issue to start a discussion around a feature idea or a bug.
-
If you feel uncomfortable or uncertain about an issue or your changes, feel free to contact us on Gitter using the link above.
-
Fork the repository on GitHub to start making your changes to the master branch (or branch off of it).
-
Write a test, which shows that the bug was fixed or that the feature works as expected.
-
Note the repository follows the Google Java style with two modifications: 120-char column wrap and 4-spaces indentation. You can format your code to this format by typing
mvn formatter:format
in the subproject you work on, by using thecontrib/formatter.xml
at the root of the repository to configure the Eclipse formatter, or by using the INtellij plugin. -
Send a pull request, and bug us on Gitter until it gets merged and published.