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0.3.0

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@nsthorat nsthorat released this 09 Oct 20:41
· 1254 commits to master since this release
v0.3.0
baf27c7

API additions

  • 馃帀 Added support for iOS 馃帀 #109

  • Added optimizers (Adam, AdaGrad, AdaDelta, RMSProp). #170 #102 #183
    Thanks @Lewuathe and @mnottheone for the implementations and @SayHelloToWorld for the bug fixes!

  • Added math.cos, math.tan, math.asin, math.acos, math.atan, math.sinh, math.cosh, math.abs #123

  • Added math.oneHot and math.multinomial #160

  • Added NDArray.getValuesAsync() which asynchronously downloads the values from the GPU #146

  • Added math.concat[1-4]D and math.slice[1-4]D #151

Bug fixes

  • Fixed bug in NDArray.randTruncatedNormal. #172 Thanks @caisq for the find!

Other improvements

  • Added highlighting when glsl fragment shaders fail to compile
    image

  • Faster reduction ops (min/max/reduce_sum/logsumexp) #145

  • Faster matmul and convolutions/pooling #129

  • Added script for model builder training data preprocessing. #136 Thanks @kaihuchen!

  • Improved benchmark measurements. #140

Thanks to all our contributors!

@Lewuathe @mnottheone @kaihuchen @SayHelloToWorld @cghawthorne @digitalheir @caisq @arthurjdam @jsphweid @bernard-lin @shancarter

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