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Atry / CNN.sc
Last active Nov 13, 2017 — forked from TerrorJack/CNN.sc
CNN.sc
View CNN.sc
trait CNNs
extends com.thoughtworks.deeplearning.plugins.INDArrayLayers
with com.thoughtworks.deeplearning.plugins.ImplicitsSingleton
with com.thoughtworks.deeplearning.plugins.Training
with com.thoughtworks.deeplearning.plugins.Operators {
import org.nd4j.linalg.api.ndarray.INDArray
import org.nd4j.linalg.convolution.Convolution
import org.nd4j.linalg.util.ArrayUtil
import org.nd4j.linalg.factory.Nd4j
import org.nd4j.linalg.api.ops.impl.transforms.IsMax
@Atry
Atry / L2Regularization.sc
Last active Jul 27, 2017 — forked from TerrorJack/L2Regularization.sc
L2Regularization.sc
View L2Regularization.sc
trait L2Regularization extends com.thoughtworks.deeplearning.plugins.INDArrayWeights {
import org.nd4j.linalg.api.ndarray.INDArray
val l2Regularization: Double
trait INDArrayOptimizerApi extends super.INDArrayOptimizerApi {
this: INDArrayOptimizer =>
abstract override def delta: INDArray = {
import org.nd4s.Implicits._
super.delta + weight.data * l2Regularization
@Atry
Atry / L1Regularization.sc
Last active Jul 31, 2017 — forked from TerrorJack/L1Regularization.sc
L1Regularization.sc
View L1Regularization.sc
trait L1Regularization extends INDArrayWeights {
val l1Regularization: Double
trait INDArrayOptimizerApi extends super.INDArrayOptimizerApi {
this: INDArrayOptimizer =>
abstract override def delta: INDArray = {
import org.nd4s.Implicits._
import org.nd4j.linalg.ops.transforms.Transforms
super.delta + Transforms.sign(weight.data) * l1Regularization
}
@Atry
Atry / Output
Created Oct 17, 2016 — forked from fiadliel/Output
Example for sbt-api-mappings bug
View Output
$ sbt doc
Java HotSpot(TM) 64-Bit Server VM warning: ignoring option MaxPermSize=1G; support was removed in 8.0
[info] Loading global plugins from /home/xxx/.sbt/0.13/plugins
[info] Loading project definition from /home/xxx/sbt_api_mappings/project
[info] Set current project to sbt_api_mappings (in build file:/home/xxx/sbt_api_mappings/)
scala.MatchError: scala-compiler-2.12.0-RC1.jar (of class java.lang.String)
at com.thoughtworks.sbtApiMappings.ApiMappings$$anonfun$projectSettings$3$$anonfun$apply$2.apply(ApiMappings.scala:41)
at com.thoughtworks.sbtApiMappings.ApiMappings$$anonfun$projectSettings$3$$anonfun$apply$2.apply(ApiMappings.scala:39)
at scala.collection.TraversableLike$WithFilter$$anonfun$map$2.apply(TraversableLike.scala:722)
at scala.collection.immutable.List.foreach(List.scala:318)
View AkkaHttpCorsSupport.scala
import akka.http.scaladsl.model.HttpHeader
import akka.http.scaladsl.model.HttpMethods._
import akka.http.scaladsl.model.HttpResponse
import akka.http.scaladsl.model.headers.`Access-Control-Allow-Credentials`
import akka.http.scaladsl.model.headers.`Access-Control-Allow-Methods`
import akka.http.scaladsl.model.headers.`Access-Control-Allow-Origin`
import akka.http.scaladsl.model.headers.Origin
import akka.http.scaladsl.server.Directive0
import akka.http.scaladsl.server.Directives._
import akka.http.scaladsl.server.MethodRejection
@Atry
Atry / RDDasMonadPlus.scala
Created Apr 6, 2016 — forked from suhailshergill/RDDasMonadPlus.scala
having monad instances for RDD like things
View RDDasMonadPlus.scala
object RDDasMonadPlus {
import org.apache.spark.{ SparkContext }
import org.apache.spark.rdd.RDD
import scalaz._
import Scalaz._
import scala.reflect.ClassTag
// RDDMPlus is the type for which we will define the Monad instance. it can be
// constructed from an RDD using the RDDClassTag constructor. this
// implementation is based on insights from
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