{"@context":"https://w3id.org/codemeta/3.0","@type":"SoftwareSourceCode","identifier":"pkg:nuget/tensor","name":"tensor","description":"Tensor (n-dimensional array) library for F#\n\n      Core features:\n        - n-dimensional arrays (tensors) in host memory or on CUDA GPUs \n        - element-wise operations (addition, multiplication, absolute value, etc.)\n        - basic linear algebra operations (dot product, SVD decomposition, matrix inverse, etc.)\n        - reduction operations (sum, product, average, maximum, arg max, etc.)\n        - logic operations (comparision, and, or, etc.)\n        - views, slicing, reshaping, broadcasting (similar to NumPy) \n        - scatter and gather by indices\n        - standard functional operations (map, fold, etc.)\n\n      Data exchange:\n        - read/write support for HDF5 (.h5)\n        - interop with standard F# types (Seq, List, Array, Array2D, Array3D, etc.)\n\n      Performance:\n        - host: SIMD and BLAS accelerated operations \n          - by default Intel MKL is used (shipped with NuGet package)\n          - other BLASes (OpenBLAS, vendor-specific) can be selected by configuration option\n        - CUDA GPU: all operations performed locally on GPU and cuBLAS used for matrix operations\n\n      Requirements: \n        - Linux, MacOS or Windows on x64\n        - Linux requires libgomp.so.1 installed.\n\n      Additional algorithms are provided in the Tensor.Algorithm package.","version":"0.4.11","softwareVersion":"0.4.11","url":"http://www.deepml.net/Tensor","keywords":["Tensor","ndarray","array","MKL","SIMD","BLAS","CUDA","CUBLAS","HDF5"],"maintainer":[{"@type":"Person","name":"surban"}],"author":[{"@type":"Person","name":"surban"}],"copyrightHolder":[{"@type":"Person","name":"surban"}],"dateCreated":"1900-01-01","dateModified":"2018-05-08","datePublished":"2018-05-08","copyrightYear":1900,"downloadUrl":"https://api.nuget.org/v3-flatcontainer/tensor/0.4.11/tensor.0.4.11.nupkg","applicationCategory":"nuget","runtimePlatform":"nuget","sameAs":["https://www.nuget.org/packages/tensor/"]}