aaronmarkham commented on a change in pull request #13657: update with release 
notes for 1.4.0 release
URL: https://github.com/apache/incubator-mxnet/pull/13657#discussion_r243009478
 
 

 ##########
 File path: NEWS.md
 ##########
 @@ -1,6 +1,595 @@
-MXNet Change Log
+Apache MXNet (incubating) Change Log
 ================
 
+## 1.4.0
 
 Review comment:
   ```suggestion
   ## 1.4.0
   
   - [New Features](#new-features)
     * [Java Inference API](#java-inference-api)
     * [Julia API](#julia-api)
     * [Control Flow Operators 
(experimental)](#control-flow-operators--experimental-)
     * [SVRG Optimization](#svrg-optimization)
     * [Subgraph API (experimental)](#subgraph-api--experimental-)
     * [JVM Memory Management](#jvm-memory-management)
     * [Topology-aware AllReduce 
(experimental)](#topology-aware-allreduce--experimental-)
     * [MKLDNN backend: Graph optimization and Quantization 
(experimental)](#mkldnn-backend--graph-optimization-and-quantization--experimental-)
       + [Graph Optimization](#graph-optimization)
       + [Quantization](#quantization)
   - [New Operators](#new-operators)
   - [Feature improvements](#feature-improvements)
     * [Operator](#operator)
     * [Optimizer](#optimizer)
     * [Sparse](#sparse)
     * [ONNX](#onnx)
     * [MKLDNN](#mkldnn)
     * [Inference](#inference)
     * [Other](#other)
   - [Frontend API updates](#frontend-api-updates)
     * [Gluon](#gluon)
     * [Symbol](#symbol)
   - [Language API updates](#language-api-updates)
     * [Java](#java)
     * [R](#r)
     * [Scala](#scala)
     * [Clojure](#clojure)
     * [Perl](#perl)
     * [Julia](#julia)
   - [Performance benchmarks and 
improvements](#performance-benchmarks-and-improvements)
   - [Bug fixes](#bug-fixes)
   - [Licensing updates](#licensing-updates)
   - [Improvements](#improvements)
     * [Tutorial](#tutorial)
     * [Example](#example)
     * [Documentation](#documentation)
     * [Test](#test)
     * [Website](#website)
     * [MXNet Distributions](#mxnet-distributions)
     * [Installation](#installation)
     * [Build and CI](#build-and-ci)
     * [3rd party](#3rd-party)
       + [TVM:](#tvm-)
       + [CUDNN:](#cudnn-)
       + [Horovod:](#horovod-)
   - [Deprications](#deprications)
   - [Other](#other-1)
   - [How to build MXNet](#how-to-build-mxnet)
   - [List of submodules used by Apache MXNet (Incubating) and when they were 
updated 
last](#list-of-submodules-used-by-apache-mxnet--incubating--and-when-they-were-updated-last)
   ```

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