wekaDeeplearning4j-v1.5.1

Changelog

• Fix ResizeImageInstanceIterator
• Add a message on installation to inform users about available GPU support
• Remove ConvolutionalInstanceIterator interface from the available list of data iterators

SHA256 sums

• wekaDeeplearning4j-1.5.1.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.1-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.1-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.1-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.1-windows-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.1-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.1-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.1-windows-x86_64.zip
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wekaDeeplearning4j-v1.5.0

Changelog

• Update Deeplearning4j to 1.0.0-beta
• Remove GoogLeNet (support was dropped in Deeplearning4j)
• Fix de/serialization
• Rewrite buildscript in python
• Replace kernselSizeX/Y, strideX/Y, paddingX/Y with row/column
• Add Dl4jMlpFilter class which uses a serialized Dl4jMlpClassifier as feature transformation
• Add WeightNoise
• Add FlatToRelational filter
• Add Dropout implementations
• Add Schedules for parameters
• Add more Distribution implementaitons
• Add LocalResponseNormalizationLayer
• Add DropoutLayer
• Add iterator for ARFF datasets with relational sequence attributes: RelationalInstanceIterator
• Add CUDA 9.0 and 9.1 support
• Add installation scripts for cuda libraries for linux/macosx and windows

Package Structure

Starting with version 1.5.0, the GPU libraries are to be installed via the install-cuda-libs scripts. Further instructions can be found in the documentation.

SHA256 sums

• wekaDeeplearning4j-1.5.0.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.0-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.0-windows-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-windows-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-windows-x86_64.zip
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wekaDeeplearning4j-v1.5.0-alpha.4

Changelog

• Add Dl4jMlpFilter class which uses a serialized Dl4jMlpClassifier as feature transformation
• Fix de/serialization

SHA256 sums

• wekaDeeplearning4j-1.5.0-alpha.4.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.0-alpha.4-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.0-alpha.4-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.0-alpha.4-windows-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-alpha.4-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-alpha.4-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-alpha.4-windows-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-alpha.4-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-alpha.4-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-alpha.4-windows-x86_64.zip
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wekaDeeplearning4j-v1.5.0-alpha.3

Changes

• Improve stability

SHA256 sums

• wekaDeeplearning4j-1.5.0-alpha.3.zip
  3415f297fba4b59764e00eb467aa6d7bf46cdcfb86a107fcd6eda7c1681994ed
• wekaDeeplearning4j-cuda-8.0-1.5.0-alpha.3-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.0-alpha.3-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.0-alpha.3-windows-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-alpha.3-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-alpha.3-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-alpha.3-windows-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-alpha.3-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-alpha.3-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-alpha.3-windows-x86_64.zip
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wekaDeeplearning4j-v1.5.0-alpha.2

Changelog

• Update docs
• Add installation scripts for cuda libraries for linux/macosx and windows
• Replace kernselSizeX/Y, strideX/Y, paddingX/Y with row/column
• Update README with new CUDA library installation instructions
• Update build script
• Fix options for tokenization and token preprocessor

Package Structure

From version 1.5.0-alpha.2 on, the GPU libraries are to be installed via the install-cuda-libs scripts.

wekaDeeplearning4j-v1.5.0-alpha.1

Changelog

• Update Deeplearning4j API to 1.0.0-alpha
• Add WeightNoise
• Add Dropout implementations
• Add Schedules for parameters
• Add more Distribution implementaitons
• Restructured general packaging
• Add CUDA 9.0 and 9.1 support

New Package Structure

• Native (CPU) package compatible with Linux, MacOSX and Windows:
  wekaDeeplearning4j-{VERSION}.zip
• GPU package for all cuda versions and all platforms:
  wekaDeeplearning4j-cuda-{CUDA_VERSION}-{VERSION}-{PLATFORM}.zip

SHA256 sums

• wekaDeeplearning4j-1.5.0-alpha.1.zip
  43cdbe781aa9c0a617a815d82e7a97addbc784c2f9993eccd0e77ed903676cee
• wekaDeeplearning4j-cuda-8.0-1.5.0-alpha.1-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.0-alpha.1-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-8.0-1.5.0-alpha.1-windows-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-alpha.1-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-alpha.1-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.0-1.5.0-alpha.1-windows-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-alpha.1-linux-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-alpha.1-macosx-x86_64.zip
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• wekaDeeplearning4j-cuda-9.1-1.5.0-alpha.1-windows-x86_64.zip
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wekaDeeplearning4j-v1.4.1

Changelog

• Add iterator for ARFF datasets with relational sequence attributes: RelationalInstanceIterator

SHA256 sums

• ./build/wekaDeeplearning4j-CPU-1.4.1-linux-x86_64.zip
  94e4df96f731bbc6c8477ff2517ec7aa228f9e75f15870f0ff4f57283e28a4b9
• ./build/wekaDeeplearning4j-CPU-1.4.1-macosx-x86_64.zip
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• ./build/wekaDeeplearning4j-CPU-1.4.1-windows-x86_64.zip
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• ./build/wekaDeeplearning4j-GPU-1.4.1-linux-x86_64.zip
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• ./build/wekaDeeplearning4j-GPU-1.4.1-macosx-x86_64.zip
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• ./build/wekaDeeplearning4j-GPU-1.4.1-windows-x86_64.zip
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wekaDeeplearning4j-v1.4.0

Changelog

This release focuses mainly on adding text classification and regression capabilities, introducing a new classifier and adding new iterators to handle text data accordingly using word embedding. See also: documentation and examples.

• Add a new classifier for sequence data: RnnSequenceClassifier (for now only applicable to text data)
• Add text classification capabilities to Dl4jMlpClassifier
• Add new Layers: LSTM, GravesLSTM, RnnOutputLayer
• Add new iterators for text data (docs):
  • CnnTextEmbeddingInstanceIterator
  • CnnTextFilesEmbeddingInstanceIterator
  • RnnTextEmbeddingInstanceIterator
  • RnnTextFilesEmbeddingInstanceIterator
• Add dataset CacheMode for performance improvements

SHA256 sums

• wekaDeeplearning4j-CPU-1.4.0-linux-x86_64.zip
  04fdbdcfe20b51994cfbc59b67825c1273307171ee2e9c9557674210fd08ecb6
• wekaDeeplearning4j-CPU-1.4.0-macosx-x86_64.zip
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• wekaDeeplearning4j-CPU-1.4.0-windows-x86_64.zip
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• wekaDeeplearning4j-GPU-1.4.0-linux-x86_64.zip
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• wekaDeeplearning4j-GPU-1.4.0-macosx-x86_64.zip
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• wekaDeeplearning4j-GPU-1.4.0-windows-x86_64.zip
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wekaDeeplearning4j-v1.4.0-beta.4

Changelog

• Fix column/row naming in convolution
• Remove unsuccessful separation of iterators for Mlp/Rnn classifier
• Add CNN text examples in documentation

SHA256 sums

• wekaDeeplearning4j-CPU-1.4.0-beta.4-linux-x86_64.zip
  606d240cdfabe12eeed39b2053cef09a4f35a120a1b907c7be6a05432b00173d
• wekaDeeplearning4j-CPU-1.4.0-beta.4-macosx-x86_64.zip
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• wekaDeeplearning4j-CPU-1.4.0-beta.4-windows-x86_64.zip
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• wekaDeeplearning4j-GPU-1.4.0-beta.4-linux-x86_64.zip
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• wekaDeeplearning4j-GPU-1.4.0-beta.4-macosx-x86_64.zip
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• wekaDeeplearning4j-GPU-1.4.0-beta.4-windows-x86_64.zip
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wekaDeeplearning4j-v1.4.0-beta.3

Changelog

• Add GlobalPoolingLayer for pooling of time/sequences
• Introduce CnnTextEmbeddingInstanceIterator and CnnTextFilesEmbeddingInstanceIterator for processing text data from arff files and from distributed document files correctly into convolutional ready shapes
• Rename Text(Files)EmbeddingInstanceIterator to RnnText(Files)EmbeddingInstanceIterator
• Add CNN text classification and regression capabilities to Dl4jMlpClassifier (see also the documentation)
• Update documentation

SHA256 sums

• wekaDeeplearning4j-CPU-1.4.0-beta.3-linux-x86_64.zip
  8e6955cf6e77c72fc9a65519626ce788f4a66364be4faba30a9a811293efe820
• wekaDeeplearning4j-CPU-1.4.0-beta.3-macosx-x86_64.zip
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• wekaDeeplearning4j-CPU-1.4.0-beta.3-windows-x86_64.zip
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• wekaDeeplearning4j-GPU-1.4.0-beta.3-linux-x86_64.zip
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• wekaDeeplearning4j-GPU-1.4.0-beta.3-macosx-x86_64.zip
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• wekaDeeplearning4j-GPU-1.4.0-beta.3-windows-x86_64.zip
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