apache · access2rohit · Sep 20, 2020 · Sep 21, 2020 · Sep 21, 2020 · Sep 21, 2020
diff --git a/KEYS b/KEYS
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 -----END PGP PUBLIC KEY BLOCK-----
+pub   rsa4096 2020-09-22 [SC]
+      EA80ACFDC243E09040508A41D1FEF450EF663114
+uid           [ultimate] Sam Skalicky (CODE SIGNING KEY) <[email protected]>
+sig 3        D1FEF450EF663114 2020-09-22  Sam Skalicky (CODE SIGNING KEY) <[email protected]>
+sub   rsa4096 2020-09-22 [E]
+sig          D1FEF450EF663114 2020-09-22  Sam Skalicky (CODE SIGNING KEY) <[email protected]>
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diff --git a/NEWS.md b/NEWS.md
@@ -1,7 +1,7 @@
 Package: mxnet
 Type: Package
 Title: MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
-Version: 1.8.0
+Version: 1.9.0
 Date: 2017-06-27
 Author: Tianqi Chen, Qiang Kou, Tong He, Anirudh Acharya <https://github.com/anirudhacharya>
 Maintainer: Qiang Kou <[email protected]>

@@ -1,3 +1,20 @@
+<!--- Licensed to the Apache Software Foundation (ASF) under one -->
+<!--- or more contributor license agreements.  See the NOTICE file -->
+<!--- distributed with this work for additional information -->
+<!--- regarding copyright ownership.  The ASF licenses this file -->
+<!--- to you under the Apache License, Version 2.0 (the -->
+<!--- "License"); you may not use this file except in compliance -->
+<!--- with the License.  You may obtain a copy of the License at -->
+<!--- -->
+<!---   http://www.apache.org/licenses/LICENSE-2.0 -->
+<!--- -->
+<!--- Unless required by applicable law or agreed to in writing, -->
+<!--- software distributed under the License is distributed on an -->
+<!--- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY -->
+<!--- KIND, either express or implied.  See the License for the -->
+<!--- specific language governing permissions and limitations -->
+<!--- under the License. -->
+
 <img src=https://raw.githubusercontent.com/dmlc/dmlc.github.io/master/img/logo-m/mxnetR.png width=155/> Deep Learning for R
 ==========================
 

@@ -154,12 +154,11 @@ test_that("UNET", {
   train.y.array <- train.y
   dim(train.y.array) <- c(IMG_SIZE, IMG_SIZE, 1, 30)
 
-  devices <- mx.ctx.default()
   mx.set.seed(0)
 
   net <- get_unet()
 
   model <- mx.model.FeedForward.create(net, X = train.array, y = train.y.array, 
-    ctx = devices, num.round = 2, initializer = mx.init.normal(sqrt(2/576)), 
+    ctx = mx.ctx.default(), num.round = 2, initializer = mx.init.normal(sqrt(2/576)),
     learning.rate = 0.05, momentum = 0.99, array.batch.size = 2)
 })
@@ -28,6 +28,7 @@ RUN apt-get update && apt-get install -y \
       build-essential \
       git \
       zlib1g-dev \
+      wget \
       gnupg2 \
       curl
 

@@ -23,7 +23,7 @@
             ;;; so if you run into trouble please delete the `lein-juptyter` plugin
             [lein-jupyter "0.1.16" :exclusions [org.clojure/tools.nrepl org.clojure/clojure org.codehaus.plexus/plexus-utils org.clojure/tools.reader]]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]
                  [cheshire "5.8.1"]
                  [clojure-csv/clojure-csv "2.0.1"]]
   :pedantic? :skip

@@ -19,7 +19,7 @@
   :description "Captcha recognition via multi-label classification"
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :main ^:skip-aot captcha.train-ocr
   :profiles {:train {:main captcha.train-ocr}
              :infer {:main captcha.infer-ocr}

@@ -19,6 +19,6 @@
   :description "CNN text classification with MXNet"
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :pedantic? :skip
   :main cnn-text-classification.classifier)
@@ -20,7 +20,7 @@
   :plugins [[lein-cljfmt "0.5.7"]]
   :repositories [["vendredi" {:url "https://repository.hellonico.info/repository/hellonico/"}]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]
                  [origami "4.0.0-3"]
                  ]
   :main gan.gan-mnist)
@@ -19,6 +19,6 @@
   :description "Clojure examples for image classification"
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :pedantic? :skip
   :main imclassification.train-mnist)
@@ -20,6 +20,6 @@
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
                  [org.clojure/tools.cli "0.4.1"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :main ^:skip-aot infer.imageclassifier-example
   :profiles {:uberjar {:aot :all}})
@@ -22,6 +22,6 @@
   :aliases {"run-detector" ["run" "--" "-m" "models/resnet50_ssd/resnet50_ssd_model" "-i" "images/dog.jpg" "-d" "images/"]}
   :dependencies [[org.clojure/clojure "1.9.0"]
                  [org.clojure/tools.cli "0.4.1"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :main ^:skip-aot infer.objectdetector-example
   :profiles {:uberjar {:aot :all}})
@@ -20,6 +20,6 @@
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
                  [org.clojure/tools.cli "0.4.1"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :main ^:skip-aot infer.predictor-example
   :profiles {:uberjar {:aot :all}})
@@ -19,7 +19,7 @@
   :description "Clojure examples for module"
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :pedantic? :skip
   :main mnist-mlp)
 
@@ -19,5 +19,5 @@
   :description "Example of multi-label classification"
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :main multi-label.core)
@@ -20,6 +20,6 @@
   :plugins [[lein-cljfmt "0.5.7"]]
   :repositories [["vendredi" {:url "https://repository.hellonico.info/repository/hellonico/"}]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]
                  [origami "4.0.0-3"]]
   :main neural-style.core)
@@ -21,6 +21,6 @@
   :repositories [["vendredi" {:url "https://repository.hellonico.info/repository/hellonico/"}]]
   :aliases {"predict-image" ["run" "-m" "pre-trained-models.predict-image" ]}
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]
                  [origami "4.0.0-3"]]
   :main pre-trained-models.fine-tune)
@@ -18,5 +18,5 @@
 (defproject profiler "0.1.0-SNAPSHOT"
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :main profiler.core)
@@ -19,5 +19,5 @@
   :description "RNN example"
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :main rnn.train-char-rnn)
@@ -19,7 +19,7 @@
   :description "MXNET tutorials"
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-  				 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]
+  				 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]
 
                  ;; Uncomment the one appropriate for your machine & configuration:
                  #_[org.apache.mxnet.contrib.clojure/clojure-mxnet-linux-cpu "1.4.0"]

@@ -19,5 +19,5 @@
   :description "Visualization example"
   :plugins [[lein-cljfmt "0.5.7"]]
   :dependencies [[org.clojure/clojure "1.9.0"]
-                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"]]
+                 [org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"]]
   :main visualization.core)
@@ -15,7 +15,7 @@
 ;; limitations under the License.
 ;;
 
-(defproject org.apache.mxnet.contrib.clojure/clojure-mxnet "1.8.0-SNAPSHOT"
+(defproject org.apache.mxnet.contrib.clojure/clojure-mxnet "1.9.0-SNAPSHOT"
   :description "Clojure package for MXNet"
   :url "https://github.com/apache/incubator-mxnet"
   :license {:name "Apache License"

@@ -0,0 +1,37 @@
+.feedback-container {
+  text-align: center;
+}
+
+.feedback-answer-container {
+  display: inline-block;
+}
+
+.feedback-question {
+  display: inline-block;
+  padding: 0.5em 1em 0.5em 1em;
+}
+
+.feedback-answer {
+  display: inline-block;
+  padding: 0.5em 1em 0.5em 1em;
+  color: #048ccc;
+  cursor: pointer;
+}
+
+.feedback-answer:hover {
+  color: #ffffff;
+  background-color: #048ccc;
+}
+
+.feedback-thank-you {
+  display: none;
+  padding: 0.5em 1em 0.5em 1em;
+}
+
+.feedback-hr-top {
+  margin-top: 50px;
+}
+
+.feedback-hr-bottom {
+  margin-bottom: 30px;
+}
@@ -0,0 +1,33 @@
+/*!
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+$(document).ready(function() {
+  $(".feedback-answer").on("click", function () {
+    $(".feedback-question").remove();
+    $(".feedback-answer-container").remove();
+    $(".feedback-thank-you").show();
+    ga("send", {
+      hitType: "event",
+      eventCategory: "Did this page help you?",
+      eventAction: $(this).attr("data-response"),
+      eventLabel: window.location.pathname || "unknown",
+      eventValue: $(this).attr("data-response") === "yes" ? 1 : 0
+    });
+  });
+});
@@ -53,7 +53,7 @@
 }
 
 .mdl-layout__header-row {
-    height: 84px !important;
+    height: 80px !important;
 }
 
 .mdl-shadow--2dp {
@@ -203,4 +203,8 @@ p {
     float: right;
     margin: 4px;
     cursor: pointer;
-}
+}
+
+.scrollUp {
+    transform: translateY(-80px);
+}
@@ -49,7 +49,7 @@ Tutorials
 
    .. card::
       :title: Gluon Guide
-      :link: ../tutorials/packages/gluon/index.html
+      :link: ../../tutorials/packages/gluon/index.html
 
       The Gluon guide. Start here!