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| <ol><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Accuracy" visbl="pub"> |
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| <a id="Accuracy:Accuracy"></a> |
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| <span class="modifier_kind"> |
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| <a href="Accuracy.html"><span class="name">Accuracy</span></a><span class="result"> extends <a class="extype" href="EvalMetric.html" name="ml.dmlc.mxnet.EvalMetric">EvalMetric</a></span> |
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| <p class="shortcomment cmt">Calculate accuracy |
| </p> |
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| <a href="BatchEndCallback.html"><span class="name">BatchEndCallback</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
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| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.CompositeEvalMetric" visbl="pub"> |
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| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="CompositeEvalMetric.html"><span class="name">CompositeEvalMetric</span></a><span class="result"> extends <a class="extype" href="EvalMetric.html" name="ml.dmlc.mxnet.EvalMetric">EvalMetric</a></span> |
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| </span> |
| <p class="shortcomment cmt">Manage multiple evaluation metrics.</p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Context" visbl="pub"> |
| <a id="ContextextendsSerializable"></a> |
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| <a href="Context.html"><span class="name">Context</span></a><span class="result"> extends <span class="extype" name="scala.Serializable">Serializable</span></span> |
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| </span> |
| <p class="shortcomment cmt">Constructing a context.</p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.CustomMetric" visbl="pub"> |
| <a id="CustomMetricextendsEvalMetric"></a> |
| <a id="CustomMetric:CustomMetric"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="CustomMetric.html"><span class="name">CustomMetric</span></a><span class="result"> extends <a class="extype" href="EvalMetric.html" name="ml.dmlc.mxnet.EvalMetric">EvalMetric</a></span> |
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| </span> |
| <p class="shortcomment cmt">Custom evaluation metric that takes a NDArray function.</p> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.CustomOp" visbl="pub"> |
| <a id="CustomOpextendsAnyRef"></a> |
| <a id="CustomOp:CustomOp"></a> |
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| <span class="modifier_kind"> |
| <span class="modifier">abstract </span> |
| <span class="kind">class</span> |
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| <a href="CustomOp.html"><span class="name">CustomOp</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
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| </span> |
| <p class="shortcomment cmt">Base class for operators implemented in Scala |
| </p> |
| </li><li data-isabs="true" fullcomment="yes" group="Ungrouped" name="ml.dmlc.mxnet.CustomOpProp" visbl="pub"> |
| <a id="CustomOpPropextendsAnyRef"></a> |
| <a id="CustomOpProp:CustomOpProp"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier">abstract </span> |
| <span class="kind">class</span> |
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| <a href="CustomOpProp.html"><span class="name">CustomOpProp</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">Base class for operator property class implemented in Scala.</p><div class="fullcomment"><div class="comment cmt"><p>Base class for operator property class implemented in Scala. |
| MXNET_CPU_WORKER_NTHREADS must be greater than 1 for custom op to work on CPU</p></div></div> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.DataBatch" visbl="pub"> |
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| </span> |
| <p class="shortcomment cmt">class batch of data |
| </p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.DataDesc" visbl="pub"> |
| <a id="DataDescextendsProductwithSerializable"></a> |
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| <span class="modifier_kind"> |
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| <a href="DataDesc.html"><span class="name">DataDesc</span></a><span class="params">(<span name="name">name: <span class="extype" name="scala.Predef.String">String</span></span>, <span name="shape">shape: <a class="extype" href="Shape.html" name="ml.dmlc.mxnet.Shape">Shape</a></span>, <span name="dtype">dtype: <a class="extmbr" href="DType$.html#DType=ml.dmlc.mxnet.DType.Value" name="ml.dmlc.mxnet.DType.DType">DType</a> = <span class="symbol">Base.MX_REAL_TYPE</span></span>, <span name="layout">layout: <span class="extype" name="scala.Predef.String">String</span> = <span class="symbol">"NCHW"</span></span>)</span><span class="result"> extends <span class="extype" name="scala.Product">Product</span> with <span class="extype" name="scala.Serializable">Serializable</span></span> |
| </span> |
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| </span> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.DataIter" visbl="pub"> |
| <a id="DataIterextendsIterator[ml.dmlc.mxnet.DataBatch]"></a> |
| <a id="DataIter:DataIter"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier">abstract </span> |
| <span class="kind">class</span> |
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| <a href="DataIter.html"><span class="name">DataIter</span></a><span class="result"> extends <span class="extype" name="scala.Iterator">Iterator</span>[<a class="extype" href="DataBatch.html" name="ml.dmlc.mxnet.DataBatch">DataBatch</a>]</span> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">DataIter object in mxnet.</p> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.DataPack" visbl="pub"> |
| <a id="DataPackextendsIterable[ml.dmlc.mxnet.DataBatch]"></a> |
| <a id="DataPack:DataPack"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier">abstract </span> |
| <span class="kind">class</span> |
| </span> |
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| <a href="DataPack.html"><span class="name">DataPack</span></a><span class="result"> extends <span class="extype" name="scala.Iterable">Iterable</span>[<a class="extype" href="DataBatch.html" name="ml.dmlc.mxnet.DataBatch">DataBatch</a>]</span> |
| </span> |
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| </span> |
| <p class="shortcomment cmt">pack of DataIter, use as Iterable class |
| </p> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.EpochEndCallback" visbl="pub"> |
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| <a href="EpochEndCallback.html"><span class="name">EpochEndCallback</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
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| </span> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.EvalMetric" visbl="pub"> |
| <a id="EvalMetricextendsAnyRef"></a> |
| <a id="EvalMetric:EvalMetric"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier">abstract </span> |
| <span class="kind">class</span> |
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| <a href="EvalMetric.html"><span class="name">EvalMetric</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
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| </span> |
| <p class="shortcomment cmt">Base class of all evaluation metrics</p> |
| </li><li data-isabs="false" fullcomment="yes" group="Ungrouped" name="ml.dmlc.mxnet.Executor" visbl="pub"> |
| <a id="ExecutorextendsAnyRef"></a> |
| <a id="Executor:Executor"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
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| <span class="symbol"> |
| <a href="Executor.html"><span class="name">Executor</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">Symbolic Executor component of MXNet <br/> |
| <b> |
| WARNING: it is your responsibility to clear this object through dispose(). |
| NEVER rely on the GC strategy |
| </b> |
| </p></li></ol></div></div></div></body></html><div class="fullcomment"><div class="comment cmt"><p>Symbolic Executor component of MXNet <br/> |
| <b> |
| WARNING: it is your responsibility to clear this object through dispose(). |
| NEVER rely on the GC strategy |
| </b> |
| </p></div><dl class="attributes block"> <dt>See also</dt><dd><span class="cmt"><p>Symbol.bind : to create executor</p></span></dd></dl></div> |
| <li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.F1" visbl="pub"> |
| <a id="F1extendsEvalMetric"></a> |
| <a id="F1:F1"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="F1.html"><span class="name">F1</span></a><span class="result"> extends <a class="extype" href="EvalMetric.html" name="ml.dmlc.mxnet.EvalMetric">EvalMetric</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@F1extendsEvalMetric" target="_top" title="Permalink"> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">Calculate the F1 score of a binary classification problem.</p> |
| </li><li data-isabs="false" fullcomment="yes" group="Ungrouped" name="ml.dmlc.mxnet.FactorScheduler" visbl="pub"> |
| <a id="FactorSchedulerextendsLRScheduler"></a> |
| <a id="FactorScheduler:FactorScheduler"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="FactorScheduler.html"><span class="name">FactorScheduler</span></a><span class="result"> extends <a class="extype" href="LRScheduler.html" name="ml.dmlc.mxnet.LRScheduler">LRScheduler</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@FactorSchedulerextendsLRScheduler" target="_top" title="Permalink"> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">Class for reducing learning rate in factor</p><div class="fullcomment"><div class="comment cmt"><p>Class for reducing learning rate in factor</p><p>Assume the weight has been updated by n times, then the learning rate will |
| be base_lr * factor^^(floor(n/step)) |
| </p></div></div> |
| </li><li data-isabs="false" fullcomment="yes" group="Ungrouped" name="ml.dmlc.mxnet.FeedForward" visbl="pub"> |
| <a id="FeedForwardextendsAnyRef"></a> |
| <a id="FeedForward:FeedForward"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="FeedForward.html"><span class="name">FeedForward</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| <a href="../../../index.html#ml.dmlc.mxnet.package@FeedForwardextendsAnyRef" target="_top" title="Permalink"> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">Model class of MXNet for training and predicting feedforward nets.</p><div class="fullcomment"><div class="comment cmt"><p>Model class of MXNet for training and predicting feedforward nets. |
| This class is designed for a single-data single output supervised network.</p></div></div> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Initializer" visbl="pub"> |
| <a id="InitializerextendsAnyRef"></a> |
| <a id="Initializer:Initializer"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier">abstract </span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Initializer.html"><span class="name">Initializer</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">Base class for Initializer.</p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.KVStore" visbl="pub"> |
| <a id="KVStoreextendsAnyRef"></a> |
| <a id="KVStore:KVStore"></a> |
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| <span class="modifier_kind"> |
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| <a href="KVStore.html"><span class="name">KVStore</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.LRScheduler" visbl="pub"> |
| <a id="LRSchedulerextendsAnyRef"></a> |
| <a id="LRScheduler:LRScheduler"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier">abstract </span> |
| <span class="kind">class</span> |
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| <span class="symbol"> |
| <a href="LRScheduler.html"><span class="name">LRScheduler</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">Learning rate scheduler, which adaptively changes the learning rate |
| based on the training progress.</p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.MAE" visbl="pub"> |
| <a id="MAEextendsEvalMetric"></a> |
| <a id="MAE:MAE"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="MAE.html"><span class="name">MAE</span></a><span class="result"> extends <a class="extype" href="EvalMetric.html" name="ml.dmlc.mxnet.EvalMetric">EvalMetric</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@MAEextendsEvalMetric" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Calculate Mean Absolute Error loss |
| </p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.MSE" visbl="pub"> |
| <a id="MSEextendsEvalMetric"></a> |
| <a id="MSE:MSE"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="MSE.html"><span class="name">MSE</span></a><span class="result"> extends <a class="extype" href="EvalMetric.html" name="ml.dmlc.mxnet.EvalMetric">EvalMetric</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@MSEextendsEvalMetric" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| </li><li data-isabs="false" fullcomment="yes" group="Ungrouped" name="ml.dmlc.mxnet.MXIndexedRecordIO" visbl="pub"> |
| <a id="MXIndexedRecordIOextendsMXRecordIO"></a> |
| <a id="MXIndexedRecordIO:MXIndexedRecordIO"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="MXIndexedRecordIO.html"><span class="name">MXIndexedRecordIO</span></a><span class="result"> extends <a class="extype" href="MXRecordIO.html" name="ml.dmlc.mxnet.MXRecordIO">MXRecordIO</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@MXIndexedRecordIOextendsMXRecordIO" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Scala interface for read/write RecordIO data formmat with index.</p><div class="fullcomment"><div class="comment cmt"><p>Scala interface for read/write RecordIO data formmat with index. |
| Support random access. |
| </p></div></div> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.MXKVStoreCachedStates" visbl="pub"> |
| <a id="MXKVStoreCachedStatesextendsAnyRef"></a> |
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| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">trait</span> |
| </span> |
| <span class="symbol"> |
| <a href="MXKVStoreCachedStates.html"><span class="name">MXKVStoreCachedStates</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| <a href="../../../index.html#ml.dmlc.mxnet.package@MXKVStoreCachedStatesextendsAnyRef" target="_top" title="Permalink"> |
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| </a> |
| </span> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.MXKVStoreUpdater" visbl="pub"> |
| <a id="MXKVStoreUpdaterextendsAnyRef"></a> |
| <a id="MXKVStoreUpdater:MXKVStoreUpdater"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">trait</span> |
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| <a href="MXKVStoreUpdater.html"><span class="name">MXKVStoreUpdater</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.MXRecordIO" visbl="pub"> |
| <a id="MXRecordIOextendsAnyRef"></a> |
| <a id="MXRecordIO:MXRecordIO"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="MXRecordIO.html"><span class="name">MXRecordIO</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">Scala interface for read/write RecordIO data format |
| </p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Mixed" visbl="pub"> |
| <a id="MixedextendsInitializer"></a> |
| <a id="Mixed:Mixed"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Mixed.html"><span class="name">Mixed</span></a><span class="result"> extends <a class="extype" href="Initializer.html" name="ml.dmlc.mxnet.Initializer">Initializer</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@MixedextendsInitializer" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Initialize the weight with mixed Initializer |
| </p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Model" visbl="pub"> |
| <a id="ModelextendsAnyRef"></a> |
| <a id="Model:Model"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Model.html"><span class="name">Model</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@ModelextendsAnyRef" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Describe the model flow |
| </p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Monitor" visbl="pub"> |
| <a id="MonitorextendsAnyRef"></a> |
| <a id="Monitor:Monitor"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Monitor.html"><span class="name">Monitor</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@MonitorextendsAnyRef" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Monitor outputs, weights, and gradients for debugging.</p> |
| </li><li data-isabs="false" fullcomment="yes" group="Ungrouped" name="ml.dmlc.mxnet.NDArray" visbl="pub"> |
| <a id="NDArrayextendsAnyRef"></a> |
| <a id="NDArray:NDArray"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="NDArray.html"><span class="name">NDArray</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">NDArray object in mxnet.</p><div class="fullcomment"><div class="comment cmt"><p>NDArray object in mxnet. |
| NDArray is basic ndarray/Tensor like data structure in mxnet. <br/> |
| <b> |
| WARNING: it is your responsibility to clear this object through dispose(). |
| NEVER rely on the GC strategy |
| </b> |
| </p></div></div> |
| </li><li data-isabs="false" fullcomment="yes" group="Ungrouped" name="ml.dmlc.mxnet.NameManager" visbl="pub"> |
| <a id="NameManagerextendsAnyRef"></a> |
| <a id="NameManager:NameManager"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="NameManager.html"><span class="name">NameManager</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@NameManagerextendsAnyRef" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">NameManager to do automatic naming.</p><div class="fullcomment"><div class="comment cmt"><p>NameManager to do automatic naming. |
| User can also inherit this object to change naming behavior. |
| </p></div></div> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Normal" visbl="pub"> |
| <a id="NormalextendsInitializer"></a> |
| <a id="Normal:Normal"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Normal.html"><span class="name">Normal</span></a><span class="result"> extends <a class="extype" href="Initializer.html" name="ml.dmlc.mxnet.Initializer">Initializer</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@NormalextendsInitializer" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Initialize the weight with normal(0, sigma) |
| </p> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Optimizer" visbl="pub"> |
| <a id="OptimizerextendsSerializable"></a> |
| <a id="Optimizer:Optimizer"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier">abstract </span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Optimizer.html"><span class="name">Optimizer</span></a><span class="result"> extends <span class="extype" name="java.io.Serializable">Serializable</span></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@OptimizerextendsSerializable" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Perplexity" visbl="pub"> |
| <a id="PerplexityextendsEvalMetric"></a> |
| <a id="Perplexity:Perplexity"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Perplexity.html"><span class="name">Perplexity</span></a><span class="result"> extends <a class="extype" href="EvalMetric.html" name="ml.dmlc.mxnet.EvalMetric">EvalMetric</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@PerplexityextendsEvalMetric" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Calculate perplexity.</p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.RMSE" visbl="pub"> |
| <a id="RMSEextendsEvalMetric"></a> |
| <a id="RMSE:RMSE"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="RMSE.html"><span class="name">RMSE</span></a><span class="result"> extends <a class="extype" href="EvalMetric.html" name="ml.dmlc.mxnet.EvalMetric">EvalMetric</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@RMSEextendsEvalMetric" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Calculate Root Mean Squred Error loss |
| </p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Rtc" visbl="pub"> |
| <a id="RtcextendsAnyRef"></a> |
| <a id="Rtc:Rtc"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Rtc.html"><span class="name">Rtc</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@RtcextendsAnyRef" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">This class allow you to write cuda kernel in Scala |
| and call them with NDArray.</p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Shape" visbl="pub"> |
| <a id="ShapeextendsSerializable"></a> |
| <a id="Shape:Shape"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Shape.html"><span class="name">Shape</span></a><span class="result"> extends <span class="extype" name="scala.Serializable">Serializable</span></span> |
| </span> |
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| </a> |
| </span> |
| <p class="shortcomment cmt">Shape of <a class="extype" href="NDArray.html" name="ml.dmlc.mxnet.NDArray">NDArray</a> or other data |
| </p> |
| </li><li data-isabs="false" fullcomment="yes" group="Ungrouped" name="ml.dmlc.mxnet.Symbol" visbl="pub"> |
| <a id="SymbolextendsAnyRef"></a> |
| <a id="Symbol:Symbol"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Symbol.html"><span class="name">Symbol</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@SymbolextendsAnyRef" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Symbolic configuration API of mxnet.</p><div class="fullcomment"><div class="comment cmt"><p>Symbolic configuration API of mxnet. <br/> |
| <b> |
| WARNING: it is your responsibility to clear this object through dispose(). |
| NEVER rely on the GC strategy |
| </b> |
| </p></div></div> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.SymbolConversions" visbl="pub"> |
| <a id="SymbolConversions[V]extendsAnyRef"></a> |
| <a id="SymbolConversions[V]:SymbolConversions[V]"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="SymbolConversions.html"><span class="name">SymbolConversions</span></a><span class="tparams">[<span name="V">V</span>]</span><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| <a href="../../../index.html#ml.dmlc.mxnet.package@SymbolConversions[V]extendsAnyRef" target="_top" title="Permalink"> |
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| </a> |
| </span> |
| </li><li data-isabs="true" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.SymbolGenerator" visbl="pub"> |
| <a id="SymbolGeneratorextendsAnyRef"></a> |
| <a id="SymbolGenerator:SymbolGenerator"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">trait</span> |
| </span> |
| <span class="symbol"> |
| <a href="SymbolGenerator.html"><span class="name">SymbolGenerator</span></a><span class="result"> extends <span class="extype" name="scala.AnyRef">AnyRef</span></span> |
| </span> |
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| </a> |
| </span> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.TopKAccuracy" visbl="pub"> |
| <a id="TopKAccuracyextendsEvalMetric"></a> |
| <a id="TopKAccuracy:TopKAccuracy"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="TopKAccuracy.html"><span class="name">TopKAccuracy</span></a><span class="result"> extends <a class="extype" href="EvalMetric.html" name="ml.dmlc.mxnet.EvalMetric">EvalMetric</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@TopKAccuracyextendsEvalMetric" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Calculate top k predictions accuracy |
| </p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Uniform" visbl="pub"> |
| <a id="UniformextendsInitializer"></a> |
| <a id="Uniform:Uniform"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Uniform.html"><span class="name">Uniform</span></a><span class="result"> extends <a class="extype" href="Initializer.html" name="ml.dmlc.mxnet.Initializer">Initializer</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@UniformextendsInitializer" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Initialize the weight with uniform [-scale, scale] |
| </p> |
| </li><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Xavier" visbl="pub"> |
| <a id="XavierextendsInitializer"></a> |
| <a id="Xavier:Xavier"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">class</span> |
| </span> |
| <span class="symbol"> |
| <a href="Xavier.html"><span class="name">Xavier</span></a><span class="result"> extends <a class="extype" href="Initializer.html" name="ml.dmlc.mxnet.Initializer">Initializer</a></span> |
| </span> |
| </h4><span class="permalink"> |
| <a href="../../../index.html#ml.dmlc.mxnet.package@XavierextendsInitializer" target="_top" title="Permalink"> |
| <img alt="Permalink" src="../../../lib/permalink.png"/> |
| </a> |
| </span> |
| <p class="shortcomment cmt">Initialize the weight with Xavier or similar initialization scheme.</p> |
| </li> |
| |
| <div class="values members" id="values"> |
| <h3>Value Members</h3> |
| <ol><li data-isabs="false" fullcomment="no" group="Ungrouped" name="ml.dmlc.mxnet.Callback" visbl="pub"> |
| <a id="Callback"></a> |
| <a id="Callback:Callback"></a> |
| <h4 class="signature"> |
| <span class="modifier_kind"> |
| <span class="modifier"></span> |
| <span class="kind">object</span> |
| </span> |
| <span class="symbol"> |
| <a href="Callback$.html"><span class="name">Callback</span></a> |
| </span> |
| </h4><span class="permalink"> |
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