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Posted to commits@systemml.apache.org by de...@apache.org on 2017/05/12 00:12:56 UTC
incubator-systemml-website git commit: [SYSTEMML-1603] Move release
notes under _src
Repository: incubator-systemml-website
Updated Branches:
refs/heads/master 2cafc92d9 -> 0117c7b80
[SYSTEMML-1603] Move release notes under _src
Move release notes to _src/release-notes directory.
Update release notes to use website styling.
Update roadmap links to reference website pages rather than GitHub.
Closes #47.
Project: http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/repo
Commit: http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/commit/0117c7b8
Tree: http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/tree/0117c7b8
Diff: http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/diff/0117c7b8
Branch: refs/heads/master
Commit: 0117c7b803529a5d23c14cf8e74e9af333cb5fb4
Parents: 2cafc92
Author: Deron Eriksson <de...@us.ibm.com>
Authored: Thu May 11 17:11:09 2017 -0700
Committer: Deron Eriksson <de...@us.ibm.com>
Committed: Thu May 11 17:11:09 2017 -0700
----------------------------------------------------------------------
0.10.0-incubating/release_notes.md | 100 -----------------
0.11.0-incubating/release_notes.md | 58 ----------
0.12.0-incubating/release_notes.md | 45 --------
0.13.0-incubating/release_notes.md | 43 -------
0.14.0-incubating/release_notes.md | 44 --------
0.9.0-incubating/release_notes.md | 70 ------------
.../systemml-release-notes-0.10.0-incubating.md | 111 +++++++++++++++++++
.../systemml-release-notes-0.11.0-incubating.md | 69 ++++++++++++
.../systemml-release-notes-0.12.0-incubating.md | 56 ++++++++++
.../systemml-release-notes-0.13.0-incubating.md | 54 +++++++++
.../systemml-release-notes-0.14.0-incubating.md | 57 ++++++++++
.../systemml-release-notes-0.9.0-incubating.md | 81 ++++++++++++++
_src/roadmap.html | 12 +-
13 files changed, 434 insertions(+), 366 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/0.10.0-incubating/release_notes.md
----------------------------------------------------------------------
diff --git a/0.10.0-incubating/release_notes.md b/0.10.0-incubating/release_notes.md
deleted file mode 100644
index 00aba97..0000000
--- a/0.10.0-incubating/release_notes.md
+++ /dev/null
@@ -1,100 +0,0 @@
----
-layout: page
-title: SystemML 0.10.0-incubating Release Notes
-description: Project Release Notes
-group: nav-right
----
-<!--
-{% comment %}
-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.
-{% endcomment %}
--->
-<br/><br/><br/>
-
-The **Apache SystemML 0.10.0-incubating release** was approved on June 3rd, 2016. It is the second release of Apache SystemML since it
-became an incubator project on November 2nd, 2015. Extensive updates have been made to the project in several areas, as detailed
-below.
-
-### Different Types of Spark Matrix Blocks
-- Supported internal formats: MCSR (default), CSR, COO
-- Automatic MCSR➡CSR on Spark read/caching (for memory efficiency)
-- Automatic MCSR➡CSR on sparse update-in-place (avoid serialization)
-
-### Frame Support for JMLC API/CP
-- New frame data type, deeply integrated into compiler and runtime
-- New builtin functions: transformapply, transformencode, transformdecode, transformmeta
-- Supported operations: read/write, left/right indexing, casting, append, transform/transformapply
-
-### Framework Compatibility/Configuration
-- [SYSTEMML-418] Version-specific Spark memory budgets (>=1.6, legacy)
-- [SYSTEMML-158] Updated deprecated Hadoop properties
-- [SYSTEMML-476] Version-specific MR configuration handling (MRv2, MRv1)
-- Fixes for backwards compatibility to MRv1 (Guava dependency conflicts, runtime changes such as task handling for multiple output committer)
-- New pass-through mapred/mapreduce configurations through SystemML-config
-- [SYSTEMML-584/585] New thread-local configuration handling (compiler/DML config)
-
-### Deep Learning Support
-- [SYSTMEML-618] New DML-script NN library
-- [SYSTEMML-540] New built-in singlenode operations: conv2d, maxpooling, im2col, col2im, rotate
-- New lenet-train DML script
-
-### API/Script Usability
-- [SYSTEMML-607/604/611] Parser error handling
-- [SYSTEMML-506/508/544/577/649/651] Extended MLContext/JMLC APIs
-- [SYSTEMML-625/626/632] Improved source statement handling (e.g., imports, absolute paths)
-- [SYSTEMML-617/631/654] Improved namespace handling
-- [SYSTEMML-240] Extended stats outputs for Spark collect/broadcast/parallelize
-- [SYSTEMML-495] SystemML configuration handling
-- [SYSTEMML-209] Include algorithms in SystemML jar
-- [SYSTEMML-647/648] Deprecated castAsScalar, ppred
-- [SYSTEMML-477] JSON meta data handling
-- [SYSTEMML-294] Print matrix built-in function
-- [SYSTEMML-296/676/670] Improved PyDML syntax: slicing, rand, cdf, elif
-- [SYSTEMML-675] Support for negative for/parfor loop increments
-
-### New Fused Physical Operators
-- [SYSTEMML-488] Fused wdivmm w/ 4 operands
-- [SYSTEMML-510] Fused wdivmm/wcemm w/ eps term
-
-### Various Performance Features
-- [SYSTEMML-427/512] Extended IPA (propagate scalar variables)
-- [SYSTEMML-282] Extended update-in-place support for parfor intermediates
-- [SYSTEMML-552/399] Performance parallel binary/text readers (sort sparse/nnz handling)
-- [SYSTEMML-552/641] Cache-conscious operations: sparse-dense wdivmm/wsloss, sparse-dense/sparse-sparse mm, dense-dense skinny rhs mm
-- [SYSTEMML-641] Tuned special cases for block matrix multiplication: e.g., mm w/ skinny rhs, colwise parallelization wide rhs
-- [SYSTEMML-396/400] New/extended multithreaded operations: cumsum/cummin/cummax/cumprod, transpose, and rand
-- [SYSTEMML-510/694] New simplification rewrites: "pushdown unaryagg-transpose", "simplify transpose-aggbin-binary chains", "reorder minus-mmult", "canonicalize matmult-add-scalar", improved constant folding (all unary)
-- [SYSTEMML-653] Asynchronous bufferpool cleanup of evicted files/nio file eviction
-- MR iqm/quantile/median (qsort num reducers, qpick buffer size)
-
-### DML Script Updates
-- [SYSTEMML-536] New KNN algorithm (still staging)
-- [SYSTEMML-534] Optional console output univariate statistics
-- [SYSTMEML-494] GLM compiler warnings
-- Robustness input/output handling L2SVM, MSVM, and Naive Bayes
-- Random data generator for ALS
-
-### Various Fixes
-- Dozens of fixes for diverse issues, fix pack for 0.9 release
-
-### Build, Documentation, Examples
-- [SYSTEMML-551] Enhanced JMLC javadoc
-- [SYSTEMML-484] Build javadoc jar
-- [SYSTEMML-468] Contributing to SystemML doc
-- [SYSTEMML-517/524] DML Language Reference updates
-- [SYSTEMML-498] Troubleshooting guide
-- SystemML Jupyter/Zeppelin Notebook examples
-
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/0.11.0-incubating/release_notes.md
----------------------------------------------------------------------
diff --git a/0.11.0-incubating/release_notes.md b/0.11.0-incubating/release_notes.md
deleted file mode 100644
index 2ccbdbb..0000000
--- a/0.11.0-incubating/release_notes.md
+++ /dev/null
@@ -1,58 +0,0 @@
----
-layout: page
-title: SystemML 0.11.0-incubating Release Notes
-description: Project Release Notes
-group: nav-right
----
-<!--
-{% comment %}
-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.
-{% endcomment %}
--->
-<br/><br/><br/>
-
-The **Apache SystemML 0.11.0-incubating release** was approved on November 12, 2016. It is the third release of Apache SystemML since it
-became an incubator project on November 2nd, 2015. Extensive updates have been made to the project in several areas, as detailed
-below.
-
-
-### New Features
-- SystemML frames
-- New MLContext API
-- Transform functions based on SystemML frames
-
-### Experimental Features / Algorithms
-- New built-in functions for deep learning (convolution and pooling)
-- Deep learning library (DML bodied functions)
-- Python DSL Integration
-- GPU Support
-- Compressed Linear Algebra
-
-### New Algorithms
-- Lasso
-- kNN
-- Lanczos
-- PPCA
-
-### New Deep Learning Algorithms
-- CNN (Lenet)
-- RBM
-
-### Various Fixes
-* Several bug fixes for diverse issues
-
-
-
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/0.12.0-incubating/release_notes.md
----------------------------------------------------------------------
diff --git a/0.12.0-incubating/release_notes.md b/0.12.0-incubating/release_notes.md
deleted file mode 100644
index d4cb62f..0000000
--- a/0.12.0-incubating/release_notes.md
+++ /dev/null
@@ -1,45 +0,0 @@
----
-layout: page
-title: SystemML 0.12.0-incubating Release Notes
-description: Project Release Notes
-group: nav-right
----
-<!--
-{% comment %}
-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.
-{% endcomment %}
--->
-<br/><br/><br/>
-
-The **Apache SystemML 0.12.0-incubating release** was approved on February 7, 2017. It is the fourth release of Apache SystemML since it
-became an incubator project on November 2nd, 2015. Updates have been made to the project in several areas, as detailed below.
-
-
-### New Features
-- Support pip install of new python package
-- Allow NumPy arrays, Pandas DataFrame and SciPy matrices as input to MLContext
-- Improve SystemML Python DSL for NumPy
-- Updated build for Spark 1.6.0
-- DML utility script to shuffle input dataset
-
-### Experimental Features / Algorithms
-- GPU Enhancements
-
-### Various Fixes
-* Several bug fixes for diverse issues
-
-
-
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/0.13.0-incubating/release_notes.md
----------------------------------------------------------------------
diff --git a/0.13.0-incubating/release_notes.md b/0.13.0-incubating/release_notes.md
deleted file mode 100644
index 65560e7..0000000
--- a/0.13.0-incubating/release_notes.md
+++ /dev/null
@@ -1,43 +0,0 @@
----
-layout: page
-title: SystemML 0.13.0-incubating Release Notes
-description: Project Release Notes
-group: nav-right
----
-<!--
-{% comment %}
-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.
-{% endcomment %}
--->
-<br/><br/><br/>
-
-The **Apache SystemML 0.13.0-incubating release** was approved on March 2, 2017. It is the fifth release of Apache SystemML since it
-became an incubator project on November 2nd, 2015. Updates have been made to the project in several areas, as detailed below.
-
-
-### New Features and Capabilities
-- Updated build for Spark 2.1.0 and Hadoop 2.6.0
-- New simplification rewrites for stratstats
-- New fused operator tack+* in CP and Spark
-- New dmlFromResource capability in Python (equivalent to Scala)
-- Add input float support to MLContext
-- Versioned documentation
-
-### Experimental Features / Algorithms
-- Compressed Linear Algebra v2 (new DDC encoding format, hardened sample-based estimators, debugging tools, new column grouping algorithm, additional operations)
-
-### Various Fixes
-* Bug fixes for diverse issues. See [JIRA release notes](https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12339247) for complete list.
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/0.14.0-incubating/release_notes.md
----------------------------------------------------------------------
diff --git a/0.14.0-incubating/release_notes.md b/0.14.0-incubating/release_notes.md
deleted file mode 100644
index 68e810a..0000000
--- a/0.14.0-incubating/release_notes.md
+++ /dev/null
@@ -1,44 +0,0 @@
----
-layout: page
-title: SystemML 0.14.0-incubating Release Notes
-description: Project Release Notes
-group: nav-right
----
-<!--
-{% comment %}
-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.
-{% endcomment %}
--->
-<br/><br/><br/>
-
-The **Apache SystemML 0.14.0-incubating release** was approved on May 8, 2017. It is the sixth release of Apache SystemML since it
-became an incubator project on November 2nd, 2015. Updates have been made to the project in several areas, as detailed below.
-
-
-### New Features and Capabilities
-- Runtime feature extensions (new libsvm-binary data converters, parfor spark buffer pool handling, parfor block partitioning of fixed size batches of rows or columns, native dataset support in parfor spark datapartition-execute)
-- Compiler feature extensions (improved parfor execution type selection, improved literal replacement for nrow/ncol, simplified instruction generation across back-ends, consolidated static/dynamic rewrite utilities)
-
-### Experimental Features
-- New Code Generation capabilities for automatic operator fusion (basic code generator, compiler integration, runtime integration, in-memory source code compilation, extended explain tool, support for right indexing and replace in cellwise and row aggregate templates, support for row, column, or no aggregation in rowwise template). Note code generation provides significant performance gains with fewer read/write intermediates, reduced scans of inputs and intermediates, and enhanced sparsity exploitation. To enable this feature, set `codegen.enabled` property to `true` in SystemML-config.xml file.
-- New instructions and operators for GPU support (relu\_maxpooling, conv2d\_bias\_add, bias\_multiply)
-
-### Removals
-- Removed support for Java 6 and Java 7
-- Removed parfor perftesttool and cost estimator
-
-### Various Fixes
-* Bug fixes for diverse issues. See [JIRA release notes](https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12340322) for complete list.
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/0.9.0-incubating/release_notes.md
----------------------------------------------------------------------
diff --git a/0.9.0-incubating/release_notes.md b/0.9.0-incubating/release_notes.md
deleted file mode 100644
index b80ca3a..0000000
--- a/0.9.0-incubating/release_notes.md
+++ /dev/null
@@ -1,70 +0,0 @@
----
-layout: page
-title: SystemML 0.9.0-incubating Release Notes
-description: Project Release Notes
-group: nav-right
----
-<!--
-{% comment %}
-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.
-{% endcomment %}
--->
-<br/><br/><br/>
-
-Apache SystemML 0.9.0-incubating is the first release of SystemML since it joined Apache as an incubator project on November 2nd, 2015.
-
-Extensive updates have been made to the project in several areas. These include APIs, data ingestion, optimizations, language and runtime operators, new algorithms, testing, and online documentation.
-
-### APIs
-- Improvements to MLContext and to MLPipeline wrappers
-
-### Data Ingestion
-- Data conversion utilities (from RDDs and DataFrames)
-- Data transformations on raw data sets
-
-### Optimizations
-- Extensions to compilation chain, including IPA
-- Improvements to parfor
-- Improved execution of concurrent Spark jobs
-- New rewrites, including eager RDD caching and repartitioning
-- Improvements to buffer pool caching
-- Partitioning-preserving operations
-- On-demand creation of SparkContext
-- Efficient use of RDD checkpointing
-
-### Language and Runtime Operators
-- New matrix multiplication operators (e.g., ZipMM)
-- New multi-threaded readers and operators
-- Extended aggregation-outer operations for different relational operators
-- Sample capability
-
-### New Algorithms
-- Alternating Least Squares (Conjugate Gradient)
-- Cubic Splines (Conjugate Gradient and Direct Solve)
-
-### Testing
-- PyDML algorithm tests
-- Test suite refactoring
-- Improvements to performance tests
-
-### Online Documentation
-- GitHub README
-- Quick Start Guide
-- DML and PyDML Programming Guide
-- MLContext Programming Guide
-- Algorithms Reference
-- DML Language Reference
-- Debugger Guide
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/_src/release-notes/systemml-release-notes-0.10.0-incubating.md
----------------------------------------------------------------------
diff --git a/_src/release-notes/systemml-release-notes-0.10.0-incubating.md b/_src/release-notes/systemml-release-notes-0.10.0-incubating.md
new file mode 100644
index 0000000..f6a1110
--- /dev/null
+++ b/_src/release-notes/systemml-release-notes-0.10.0-incubating.md
@@ -0,0 +1,111 @@
+---
+layout: page
+title: SystemML 0.10.0-incubating Release Notes
+description: Project Release Notes
+group: nav-right
+---
+<!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content content-group--center-align">
+ <h1>{{ site.data.project.name }} 0.10.0-incubating Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin" markdown="1">
+
+The **Apache SystemML 0.10.0-incubating release** was approved on June 3rd, 2016. It is the second release of Apache SystemML since it
+became an incubator project on November 2nd, 2015. Extensive updates have been made to the project in several areas, as detailed
+below.
+
+### Different Types of Spark Matrix Blocks
+- Supported internal formats: MCSR (default), CSR, COO
+- Automatic MCSR➡CSR on Spark read/caching (for memory efficiency)
+- Automatic MCSR➡CSR on sparse update-in-place (avoid serialization)
+
+### Frame Support for JMLC API/CP
+- New frame data type, deeply integrated into compiler and runtime
+- New builtin functions: transformapply, transformencode, transformdecode, transformmeta
+- Supported operations: read/write, left/right indexing, casting, append, transform/transformapply
+
+### Framework Compatibility/Configuration
+- [SYSTEMML-418] Version-specific Spark memory budgets (>=1.6, legacy)
+- [SYSTEMML-158] Updated deprecated Hadoop properties
+- [SYSTEMML-476] Version-specific MR configuration handling (MRv2, MRv1)
+- Fixes for backwards compatibility to MRv1 (Guava dependency conflicts, runtime changes such as task handling for multiple output committer)
+- New pass-through mapred/mapreduce configurations through SystemML-config
+- [SYSTEMML-584/585] New thread-local configuration handling (compiler/DML config)
+
+### Deep Learning Support
+- [SYSTMEML-618] New DML-script NN library
+- [SYSTEMML-540] New built-in singlenode operations: conv2d, maxpooling, im2col, col2im, rotate
+- New lenet-train DML script
+
+### API/Script Usability
+- [SYSTEMML-607/604/611] Parser error handling
+- [SYSTEMML-506/508/544/577/649/651] Extended MLContext/JMLC APIs
+- [SYSTEMML-625/626/632] Improved source statement handling (e.g., imports, absolute paths)
+- [SYSTEMML-617/631/654] Improved namespace handling
+- [SYSTEMML-240] Extended stats outputs for Spark collect/broadcast/parallelize
+- [SYSTEMML-495] SystemML configuration handling
+- [SYSTEMML-209] Include algorithms in SystemML jar
+- [SYSTEMML-647/648] Deprecated castAsScalar, ppred
+- [SYSTEMML-477] JSON meta data handling
+- [SYSTEMML-294] Print matrix built-in function
+- [SYSTEMML-296/676/670] Improved PyDML syntax: slicing, rand, cdf, elif
+- [SYSTEMML-675] Support for negative for/parfor loop increments
+
+### New Fused Physical Operators
+- [SYSTEMML-488] Fused wdivmm w/ 4 operands
+- [SYSTEMML-510] Fused wdivmm/wcemm w/ eps term
+
+### Various Performance Features
+- [SYSTEMML-427/512] Extended IPA (propagate scalar variables)
+- [SYSTEMML-282] Extended update-in-place support for parfor intermediates
+- [SYSTEMML-552/399] Performance parallel binary/text readers (sort sparse/nnz handling)
+- [SYSTEMML-552/641] Cache-conscious operations: sparse-dense wdivmm/wsloss, sparse-dense/sparse-sparse mm, dense-dense skinny rhs mm
+- [SYSTEMML-641] Tuned special cases for block matrix multiplication: e.g., mm w/ skinny rhs, colwise parallelization wide rhs
+- [SYSTEMML-396/400] New/extended multithreaded operations: cumsum/cummin/cummax/cumprod, transpose, and rand
+- [SYSTEMML-510/694] New simplification rewrites: "pushdown unaryagg-transpose", "simplify transpose-aggbin-binary chains", "reorder minus-mmult", "canonicalize matmult-add-scalar", improved constant folding (all unary)
+- [SYSTEMML-653] Asynchronous bufferpool cleanup of evicted files/nio file eviction
+- MR iqm/quantile/median (qsort num reducers, qpick buffer size)
+
+### DML Script Updates
+- [SYSTEMML-536] New KNN algorithm (still staging)
+- [SYSTEMML-534] Optional console output univariate statistics
+- [SYSTMEML-494] GLM compiler warnings
+- Robustness input/output handling L2SVM, MSVM, and Naive Bayes
+- Random data generator for ALS
+
+### Various Fixes
+- Dozens of fixes for diverse issues, fix pack for 0.9 release
+
+### Build, Documentation, Examples
+- [SYSTEMML-551] Enhanced JMLC javadoc
+- [SYSTEMML-484] Build javadoc jar
+- [SYSTEMML-468] Contributing to SystemML doc
+- [SYSTEMML-517/524] DML Language Reference updates
+- [SYSTEMML-498] Troubleshooting guide
+- SystemML Jupyter/Zeppelin Notebook examples
+
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/_src/release-notes/systemml-release-notes-0.11.0-incubating.md
----------------------------------------------------------------------
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@@ -0,0 +1,69 @@
+---
+layout: page
+title: SystemML 0.11.0-incubating Release Notes
+description: Project Release Notes
+group: nav-right
+---
+<!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content content-group--center-align">
+ <h1>{{ site.data.project.name }} 0.11.0-incubating Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin" markdown="1">
+
+The **Apache SystemML 0.11.0-incubating release** was approved on November 12, 2016. It is the third release of Apache SystemML since it
+became an incubator project on November 2nd, 2015. Extensive updates have been made to the project in several areas, as detailed
+below.
+
+
+### New Features
+- SystemML frames
+- New MLContext API
+- Transform functions based on SystemML frames
+
+### Experimental Features / Algorithms
+- New built-in functions for deep learning (convolution and pooling)
+- Deep learning library (DML bodied functions)
+- Python DSL Integration
+- GPU Support
+- Compressed Linear Algebra
+
+### New Algorithms
+- Lasso
+- kNN
+- Lanczos
+- PPCA
+
+### New Deep Learning Algorithms
+- CNN (Lenet)
+- RBM
+
+### Various Fixes
+* Several bug fixes for diverse issues
+
+
+
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/_src/release-notes/systemml-release-notes-0.12.0-incubating.md
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diff --git a/_src/release-notes/systemml-release-notes-0.12.0-incubating.md b/_src/release-notes/systemml-release-notes-0.12.0-incubating.md
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--- /dev/null
+++ b/_src/release-notes/systemml-release-notes-0.12.0-incubating.md
@@ -0,0 +1,56 @@
+---
+layout: page
+title: SystemML 0.12.0-incubating Release Notes
+description: Project Release Notes
+group: nav-right
+---
+<!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content content-group--center-align">
+ <h1>{{ site.data.project.name }} 0.12.0-incubating Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin" markdown="1">
+
+The **Apache SystemML 0.12.0-incubating release** was approved on February 7, 2017. It is the fourth release of Apache SystemML since it
+became an incubator project on November 2nd, 2015. Updates have been made to the project in several areas, as detailed below.
+
+
+### New Features
+- Support pip install of new python package
+- Allow NumPy arrays, Pandas DataFrame and SciPy matrices as input to MLContext
+- Improve SystemML Python DSL for NumPy
+- Updated build for Spark 1.6.0
+- DML utility script to shuffle input dataset
+
+### Experimental Features / Algorithms
+- GPU Enhancements
+
+### Various Fixes
+* Several bug fixes for diverse issues
+
+
+
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/_src/release-notes/systemml-release-notes-0.13.0-incubating.md
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diff --git a/_src/release-notes/systemml-release-notes-0.13.0-incubating.md b/_src/release-notes/systemml-release-notes-0.13.0-incubating.md
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--- /dev/null
+++ b/_src/release-notes/systemml-release-notes-0.13.0-incubating.md
@@ -0,0 +1,54 @@
+---
+layout: page
+title: SystemML 0.13.0-incubating Release Notes
+description: Project Release Notes
+group: nav-right
+---
+<!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content content-group--center-align">
+ <h1>{{ site.data.project.name }} 0.13.0-incubating Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin" markdown="1">
+
+The **Apache SystemML 0.13.0-incubating release** was approved on March 2, 2017. It is the fifth release of Apache SystemML since it
+became an incubator project on November 2nd, 2015. Updates have been made to the project in several areas, as detailed below.
+
+
+### New Features and Capabilities
+- Updated build for Spark 2.1.0 and Hadoop 2.6.0
+- New simplification rewrites for stratstats
+- New fused operator tack+* in CP and Spark
+- New dmlFromResource capability in Python (equivalent to Scala)
+- Add input float support to MLContext
+- Versioned documentation
+
+### Experimental Features / Algorithms
+- Compressed Linear Algebra v2 (new DDC encoding format, hardened sample-based estimators, debugging tools, new column grouping algorithm, additional operations)
+
+### Various Fixes
+* Bug fixes for diverse issues. See [JIRA release notes](https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12339247) for complete list.
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/_src/release-notes/systemml-release-notes-0.14.0-incubating.md
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diff --git a/_src/release-notes/systemml-release-notes-0.14.0-incubating.md b/_src/release-notes/systemml-release-notes-0.14.0-incubating.md
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--- /dev/null
+++ b/_src/release-notes/systemml-release-notes-0.14.0-incubating.md
@@ -0,0 +1,57 @@
+---
+layout: page
+title: SystemML 0.14.0-incubating Release Notes
+description: Project Release Notes
+group: nav-right
+---
+<!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content content-group--center-align">
+ <h1>{{ site.data.project.name }} 0.14.0-incubating Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin" markdown="1">
+
+The **Apache SystemML 0.14.0-incubating release** was approved on May 8, 2017. It is the sixth release of Apache SystemML since it
+became an incubator project on November 2nd, 2015. Updates have been made to the project in several areas, as detailed below.
+
+
+### New Features and Capabilities
+- Runtime feature extensions (new libsvm-binary data converters, parfor spark buffer pool handling, parfor block partitioning of fixed size batches of rows or columns, native dataset support in parfor spark datapartition-execute)
+- Compiler feature extensions (improved parfor execution type selection, improved literal replacement for nrow/ncol, simplified instruction generation across back-ends, consolidated static/dynamic rewrite utilities)
+
+### Experimental Features
+- New Code Generation capabilities for automatic operator fusion (basic code generator, compiler integration, runtime integration, in-memory source code compilation, extended explain tool, support for right indexing and replace in cellwise and row aggregate templates, support for row, column, or no aggregation in rowwise template). Note code generation provides significant performance gains with fewer read/write intermediates, reduced scans of inputs and intermediates, and enhanced sparsity exploitation. To enable this feature, set `codegen.enabled` property to `true` in SystemML-config.xml file.
+- New instructions and operators for GPU support (relu\_maxpooling, conv2d\_bias\_add, bias\_multiply)
+
+### Removals
+- Removed support for Java 6 and Java 7
+- Removed parfor perftesttool and cost estimator
+
+### Various Fixes
+* Bug fixes for diverse issues. See [JIRA release notes](https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12340322) for complete list.
+
+
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/_src/release-notes/systemml-release-notes-0.9.0-incubating.md
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diff --git a/_src/release-notes/systemml-release-notes-0.9.0-incubating.md b/_src/release-notes/systemml-release-notes-0.9.0-incubating.md
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index 0000000..b010eeb
--- /dev/null
+++ b/_src/release-notes/systemml-release-notes-0.9.0-incubating.md
@@ -0,0 +1,81 @@
+---
+layout: page
+title: SystemML 0.9.0-incubating Release Notes
+description: Project Release Notes
+group: nav-right
+---
+<!--
+{% comment %}
+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.
+{% endcomment %}
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content content-group--center-align">
+ <h1>{{ site.data.project.name }} 0.9.0-incubating Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin" markdown="1">
+
+Apache SystemML 0.9.0-incubating is the first release of SystemML since it joined Apache as an incubator project on November 2nd, 2015.
+
+Extensive updates have been made to the project in several areas. These include APIs, data ingestion, optimizations, language and runtime operators, new algorithms, testing, and online documentation.
+
+### APIs
+- Improvements to MLContext and to MLPipeline wrappers
+
+### Data Ingestion
+- Data conversion utilities (from RDDs and DataFrames)
+- Data transformations on raw data sets
+
+### Optimizations
+- Extensions to compilation chain, including IPA
+- Improvements to parfor
+- Improved execution of concurrent Spark jobs
+- New rewrites, including eager RDD caching and repartitioning
+- Improvements to buffer pool caching
+- Partitioning-preserving operations
+- On-demand creation of SparkContext
+- Efficient use of RDD checkpointing
+
+### Language and Runtime Operators
+- New matrix multiplication operators (e.g., ZipMM)
+- New multi-threaded readers and operators
+- Extended aggregation-outer operations for different relational operators
+- Sample capability
+
+### New Algorithms
+- Alternating Least Squares (Conjugate Gradient)
+- Cubic Splines (Conjugate Gradient and Direct Solve)
+
+### Testing
+- PyDML algorithm tests
+- Test suite refactoring
+- Improvements to performance tests
+
+### Online Documentation
+- GitHub README
+- Quick Start Guide
+- DML and PyDML Programming Guide
+- MLContext Programming Guide
+- Algorithms Reference
+- DML Language Reference
+- Debugger Guide
http://git-wip-us.apache.org/repos/asf/incubator-systemml-website/blob/0117c7b8/_src/roadmap.html
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diff --git a/_src/roadmap.html b/_src/roadmap.html
index a47b55f..988f50f 100644
--- a/_src/roadmap.html
+++ b/_src/roadmap.html
@@ -65,7 +65,7 @@ limitations under the License.
<h2>Current Release</h2>
<ul>
<li>
- <strong>SystemML 0.14.0-incubating (<a href="https://github.com/apache/incubator-systemml-website/blob/master/0.14.0-incubating/release_notes.md">released</a> in May, 2017)
+ <strong>SystemML 0.14.0-incubating (<a href="release-notes/systemml-release-notes-0.14.0-incubating.html">released</a> in May, 2017)
<a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12340322">details</a></strong>
<ul>
<li>Runtime feature extensions (new libsvm-binary data converters, parfor spark buffer pool handling, parfor block partitioning of fixed size batches of rows or columns, native dataset support in parfor spark datapartition-execute)</li>
@@ -95,7 +95,7 @@ limitations under the License.
<ul>
<li>
- <strong>SystemML 0.13.0-incubating (<a href="https://github.com/apache/incubator-systemml-website/blob/master/0.13.0-incubating/release_notes.md">released</a> in March, 2017)
+ <strong>SystemML 0.13.0-incubating (<a href="release-notes/systemml-release-notes-0.13.0-incubating.html">released</a> in March, 2017)
<a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12339247">details</a></strong>
<ul>
<li>Updated build for Spark 2.1.0</li>
@@ -135,7 +135,7 @@ limitations under the License.
<ul>
<li>
- <strong>SystemML 0.12.0-incubating (<a href="https://github.com/apache/incubator-systemml-website/blob/master/0.12.0-incubating/release_notes.md">released</a> in February, 2017)
+ <strong>SystemML 0.12.0-incubating (<a href="release-notes/systemml-release-notes-0.12.0-incubating.html">released</a> in February, 2017)
<a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12339246">details</a></strong>
<ul>
<li>Support pip install of new python package</li>
@@ -155,7 +155,7 @@ limitations under the License.
<ul>
<li>
- <strong>SystemML 0.11.0-incubating (<a href="https://github.com/apache/incubator-systemml-website/blob/master/0.11.0-incubating/release_notes.md">released</a> in November, 2016)
+ <strong>SystemML 0.11.0-incubating (<a href="release-notes/systemml-release-notes-0.11.0-incubating.html">released</a> in November, 2016)
<a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12335820">details</a></strong>
<ul>
<li>SystemML frames</li>
@@ -193,7 +193,7 @@ limitations under the License.
<ul>
<li>
- <strong>SystemML 0.10.0-incubating (<a href="https://github.com/apache/incubator-systemml-website/blob/master/0.10.0-incubating/release_notes.md">released</a> in June, 2016)
+ <strong>SystemML 0.10.0-incubating (<a href="release-notes/systemml-release-notes-0.10.0-incubating.html">released</a> in June, 2016)
<a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12334651">details</a></strong>
<ul>
<li>Different types of Spark Matrix Blocks: MCSR, CSR, COO</li>
@@ -220,7 +220,7 @@ limitations under the License.
<ul>
<li>
- <strong>SystemML 0.9.0-incubating (<a href="https://github.com/apache/incubator-systemml-website/blob/master/0.9.0-incubating/release_notes.md">released</a> in January, 2016)
+ <strong>SystemML 0.9.0-incubating (<a href="release-notes/systemml-release-notes-0.9.0-incubating.html">released</a> in January, 2016)
<a href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12334650">details</a></strong>
<ul>
<li>Improvements to MLContext and MLPipeline wrappers</li>