Update copyright to mention NOTICES file

change-cuda-versions.sh

@@ -20,7 +20,9 @@
 #  ******************************************************************************/
 #
 
-# This shell script is adapted from Apache Flink (in turn, adapted from Apache Spark) some modifications.
+
+
+
 
 set -e
 

change-scala-versions.sh

@@ -20,7 +20,9 @@
 #  ******************************************************************************/
 #
 
-# This shell script is adapted from Apache Flink (in turn, adapted from Apache Spark) some modifications.
+
+
+
 
 set -e
 

contrib/attic/arbiter/arbiter-ui/src/main/resources/META-INF/services/org.deeplearning4j.ui.api.UIModule

@@ -38,6 +38,106 @@
 #  ******************************************************************************/
 #
 
+#
+# /* ******************************************************************************
+#  *
+#  *
+#  * This program and the accompanying materials are made available under the
+#  * terms of the Apache License, Version 2.0 which is available at
+#  * https://www.apache.org/licenses/LICENSE-2.0.
+#  *
+#  *  See the NOTICE file distributed with this work for additional
+#  *  information regarding copyright ownership.
+#  * 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.
+#  *
+#  * SPDX-License-Identifier: Apache-2.0
+#  ******************************************************************************/
+#
+
+#
+# /* ******************************************************************************
+#  *
+#  *
+#  * This program and the accompanying materials are made available under the
+#  * terms of the Apache License, Version 2.0 which is available at
+#  * https://www.apache.org/licenses/LICENSE-2.0.
+#  *
+#  *  See the NOTICE file distributed with this work for additional
+#  *  information regarding copyright ownership.
+#  * 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.
+#  *
+#  * SPDX-License-Identifier: Apache-2.0
+#  ******************************************************************************/
+#
+
+#
+# /* ******************************************************************************
+#  *
+#  *
+#  * This program and the accompanying materials are made available under the
+#  * terms of the Apache License, Version 2.0 which is available at
+#  * https://www.apache.org/licenses/LICENSE-2.0.
+#  *
+#  *  See the NOTICE file distributed with this work for additional
+#  *  information regarding copyright ownership.
+#  * 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.
+#  *
+#  * SPDX-License-Identifier: Apache-2.0
+#  ******************************************************************************/
+#
+
+#
+# /* ******************************************************************************
+#  *
+#  *
+#  * This program and the accompanying materials are made available under the
+#  * terms of the Apache License, Version 2.0 which is available at
+#  * https://www.apache.org/licenses/LICENSE-2.0.
+#  *
+#  *  See the NOTICE file distributed with this work for additional
+#  *  information regarding copyright ownership.
+#  * 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.
+#  *
+#  * SPDX-License-Identifier: Apache-2.0
+#  ******************************************************************************/
+#
+
+#
+# /* ******************************************************************************
+#  *
+#  *
+#  * This program and the accompanying materials are made available under the
+#  * terms of the Apache License, Version 2.0 which is available at
+#  * https://www.apache.org/licenses/LICENSE-2.0.
+#  *
+#  *  See the NOTICE file distributed with this work for additional
+#  *  information regarding copyright ownership.
+#  * 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.
+#  *
+#  * SPDX-License-Identifier: Apache-2.0
+#  ******************************************************************************/
+#
+
 #
 # /* ******************************************************************************
 #  *

contrib/attic/jumpy/benchmarks/benchmark.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/__init__.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/java_classes.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/keras_model.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/matlib.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/memory_manager.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/ndarray.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/ops/__init__.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/ops/array_manip.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/ops/linalg.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/ops/op.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/ops/reduction.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/spark/__init__.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/spark/dataset.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/spark/fast_impl.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/spark/naive_impl.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/spark/utils.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/jumpy/tf_model.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/release.sh

@@ -19,7 +19,9 @@
 #  ******************************************************************************/
 #
 
-# Note: this needs manual upgrading of version in setup.py to work (can't override old versions)
+
+
+
 
 # remove old wheels
 sudo rm -rf dist/*

contrib/attic/jumpy/setup.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/tests/__init__.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/tests/jumpy/__init__.py

@@ -18,14 +18,6 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################

contrib/attic/jumpy/tests/jumpy/test_array_creation.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/tests/jumpy/test_broadcast.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/tests/jumpy/test_conversion_32.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/tests/jumpy/test_conversion_64.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/tests/jumpy/test_reduction_ops.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/tests/jumpy/test_shape_ops.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/tests/jumpy/test_spark.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/jumpy/tests/jumpy/test_ufuncs.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/pydatavec/__init__.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/pydatavec/conditions.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/pydatavec/executors/__init__.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/pydatavec/executors/local.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/pydatavec/executors/spark.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/pydatavec/java_classes.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/pydatavec/schema.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/pydatavec/transform_process.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/pydatavec/utils.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/release.sh

@@ -20,7 +20,9 @@
 #  ******************************************************************************/
 #
 
-# Note: this needs manual upgrading of version in setup.py to work (can't override old versions)
+
+
+
 
 # remove old wheels
 sudo rm -rf dist/*

contrib/attic/pydatavec/setup.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/tests/test_reduce.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/tests/test_schema.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydatavec/tests/test_transform_process.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/pydl4j/__init__.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/pydl4j/cli.py

@@ -22,15 +22,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/pydl4j/docker.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/pydl4j/downloader.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/pydl4j/jarmgr.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/pydl4j/mvn.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/pydl4j/pom.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/pydl4j/progressbar.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/pydl4j/pydl4j.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/release.sh

@@ -20,7 +20,9 @@
 #  ******************************************************************************/
 #
 
-# Note: this needs manual upgrading of version in setup.py to work (can't override old versions)
+
+
+
 
 # remove old wheels
 sudo rm - rf dist/*

contrib/attic/pydl4j/setup.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/tests/build_tests/test_build_1.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/tests/build_tests/test_build_2.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/tests/build_tests/test_build_3.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/tests/build_tests/test_build_4.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/tests/build_tests/test_build_5.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/tests/build_tests/test_build_6.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/tests/mvn_test.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

contrib/attic/pydl4j/tests/spark_test.py

@@ -18,15 +18,7 @@
 
 ################################################################################
 #
-# This program and the accompanying materials are made available under the
-# terms of the Apache License, Version 2.0 which is available at
-# https://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.
 #
 ################################################################################
 

datavec/datavec-api/src/main/java/org/datavec/api/conf/Configurable.java

@@ -21,7 +21,6 @@
 package org.datavec.api.conf;
 
 
-/** Something that may be configured with a {@link Configuration}. */
 public interface Configurable {
 
     /** Set the configuration to be used by this object. */

datavec/datavec-api/src/main/java/org/datavec/api/conf/Configuration.java

@@ -48,71 +48,6 @@ import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 import java.util.regex.PatternSyntaxException;
 
-/**
- * Provides access to configuration parameters.
- *
- * <h4 id="Resources">Resources</h4>
- *
- * <p>Configurations are specified by resources. A resource contains a set of
- * name/value pairs as XML data. Each resource is named by either a
- * <code>String</code> or a <code>Path</code>. If named by a
- * <code>String</code>, then the classpath is examined for a file with that
- * name. If named by a <code>Path</code>, then the local filesystem is
- * examined directly, without referring to the classpath.
- *
- * <p>Unless explicitly turned off, Hadoop by default specifies two 
- * resources, loaded in-order from the classpath: <ol>
- * <li><tt><a href="{@docRoot}/../core-default.html">core-default.xml</a>
- * </tt>: Read-only defaults for hadoop.</li>
- * <li><tt>core-site.xml</tt>: Site-specific configuration for a given hadoop
- * installation.</li>
- * </ol>
- * Applications may add additional resources, which are loaded
- * subsequent to these resources in the order they are added.
- *
- * <h4 id="FinalParams">Final Parameters</h4>
- *
- * <p>Configuration parameters may be declared <i>final</i>. 
- * Once a resource declares a value final, no subsequently-loaded 
- * resource can alter that value.  
- * For example, one might define a final parameter with:
- * <tt><pre>
- *  &lt;property&gt;
- *    &lt;name&gt;dfs.client.buffer.dir&lt;/name&gt;
- *    &lt;value&gt;/tmp/hadoop/dfs/client&lt;/value&gt;
- *    <b>&lt;final&gt;true&lt;/final&gt;</b>
- *  &lt;/property&gt;</pre></tt>
- *
- * Administrators typically define parameters as final in 
- * <tt>core-site.xml</tt> for values that user applications may not alter.
- *
- * <h4 id="VariableExpansion">Variable Expansion</h4>
- *
- * <p>Value strings are first processed for <i>variable expansion</i>. The
- * available properties are:<ol>
- * <li>Other properties defined in this Configuration; and, if a name is
- * undefined here,</li>
- * <li>Properties in {@link System#getProperties()}.</li>
- * </ol>
- *
- * <p>For example, if a configuration resource contains the following property
- * definitions: 
- * <tt><pre>
- *  &lt;property&gt;
- *    &lt;name&gt;basedir&lt;/name&gt;
- *    &lt;value&gt;/user/${<i>user.name</i>}&lt;/value&gt;
- *  &lt;/property&gt;
- *
- *  &lt;property&gt;
- *    &lt;name&gt;tempdir&lt;/name&gt;
- *    &lt;value&gt;${<i>basedir</i>}/tmp&lt;/value&gt;
- *  &lt;/property&gt;</pre></tt>
- *
- * When <tt>conf.get("tempdir")</tt> is called, then <tt>${<i>basedir</i>}</tt>
- * will be resolved to another property in this Configuration, while
- * <tt>${<i>user.name</i>}</tt> would then ordinarily be resolved to the value
- * of the System property with that name.
- */
 public class Configuration implements Iterable<Map.Entry<String, String>>, Writable, Serializable {
     private static final Logger LOG = LoggerFactory.getLogger(Configuration.class);
 

datavec/datavec-api/src/main/java/org/datavec/api/conf/Configured.java

@@ -20,7 +20,6 @@
 
 package org.datavec.api.conf;
 
-/** Base class for things that may be configured with a {@link Configuration}. */
 public class Configured implements Configurable {
 
     private Configuration conf;

datavec/datavec-api/src/main/java/org/datavec/api/exceptions/DataVecException.java

@@ -20,10 +20,6 @@
 
 package org.datavec.api.exceptions;
 
-/**
- * DataVec exception
- * @author Adam Gibson
- */
 public class DataVecException extends Exception {
     public DataVecException() {
         super();

datavec/datavec-api/src/main/java/org/datavec/api/formats/input/InputFormat.java

@@ -28,11 +28,6 @@ import org.datavec.api.writable.Writable;
 
 import java.io.IOException;
 
-/**
- * Create an input format
- *
- * @author Adam Gibson
- */
 public interface InputFormat extends Writable {
 
     /**

datavec/datavec-api/src/main/java/org/datavec/api/formats/input/impl/CSVInputFormat.java

@@ -31,10 +31,6 @@ import java.io.DataInput;
 import java.io.DataOutput;
 import java.io.IOException;
 
-/**
- * Line input format creates an @link{LineRecordReader}
- * @author Adam Gibson
- */
 public class CSVInputFormat extends BaseInputFormat {
     @Override
     public RecordReader createReader(InputSplit split, Configuration conf) throws IOException, InterruptedException {

datavec/datavec-api/src/main/java/org/datavec/api/formats/input/impl/LineInputFormat.java

@@ -31,10 +31,6 @@ import java.io.DataInput;
 import java.io.DataOutput;
 import java.io.IOException;
 
-/**
- * Line input format creates an @link{LineRecordReader}
- * @author Adam Gibson
- */
 public class LineInputFormat extends BaseInputFormat {
     @Override
     public RecordReader createReader(InputSplit split, Configuration conf) throws IOException, InterruptedException {

datavec/datavec-api/src/main/java/org/datavec/api/formats/input/impl/ListStringInputFormat.java

@@ -31,10 +31,6 @@ import java.io.DataInput;
 import java.io.DataOutput;
 import java.io.IOException;
 
-/**
- * Input format for the @link {ListStringRecordReader}
- * @author Adam Gibson
- */
 public class ListStringInputFormat implements InputFormat {
     /**
      * Creates a reader from an input split

datavec/datavec-api/src/main/java/org/datavec/api/formats/output/OutputFormat.java

@@ -25,10 +25,6 @@ import org.datavec.api.conf.Configuration;
 import org.datavec.api.exceptions.DataVecException;
 import org.datavec.api.records.writer.RecordWriter;
 
-/**
- * Create a record writer
- * @author Adam Gibson
- */
 public interface OutputFormat {
 
     public static final String OUTPUT_PATH = "org.nd4j.outputpath";

datavec/datavec-api/src/main/java/org/datavec/api/formats/output/impl/CSVOutputFormat.java

@@ -27,11 +27,6 @@ import org.datavec.api.formats.output.OutputFormat;
 import org.datavec.api.records.writer.RecordWriter;
 import org.datavec.api.records.writer.impl.csv.CSVRecordWriter;
 
-/**
- * Creates an @link{CSVRecordWriter}
- *
- * @author Adam Gibson
- */
 public class CSVOutputFormat implements OutputFormat {
     @Override
     public RecordWriter createWriter(Configuration conf) throws DataVecException {

datavec/datavec-api/src/main/java/org/datavec/api/formats/output/impl/SVMLightOutputFormat.java

@@ -28,9 +28,6 @@ import org.datavec.api.formats.output.OutputFormat;
 import org.datavec.api.records.writer.RecordWriter;
 import org.datavec.api.records.writer.impl.misc.SVMLightRecordWriter;
 
-/**
- * Created by agibsonccc on 1/11/15.
- */
 public class SVMLightOutputFormat implements OutputFormat {
     @Override
     public RecordWriter createWriter(Configuration conf) throws DataVecException {

datavec/datavec-api/src/main/java/org/datavec/api/io/BinaryComparable.java

@@ -20,10 +20,6 @@
 
 package org.datavec.api.io;
 
-/**
- * Interface supported by {@link org.apache.hadoop.io.WritableComparable}
- * types supporting ordering/permutation by a representative set of bytes.
- */
 public abstract class BinaryComparable implements Comparable<BinaryComparable> {
 
     /**

datavec/datavec-api/src/main/java/org/datavec/api/io/DataInputBuffer.java

@@ -24,24 +24,6 @@ import java.io.ByteArrayInputStream;
 import java.io.DataInput;
 import java.io.DataInputStream;
 
-/** A reusable {@link DataInput} implementation that reads from an in-memory
- * buffer.
- *
- * <p>This saves memory over creating a new DataInputStream and
- * ByteArrayInputStream each time data is read.
- *
- * <p>Typical usage is something like the following:<pre>
- *
- * DataInputBuffer buffer = new DataInputBuffer();
- * while (... loop condition ...) {
- *   byte[] data = ... get data ...;
- *   int dataLength = ... get data length ...;
- *   buffer.reset(data, dataLength);
- *   ... read buffer using DataInput methods ...
- * }
- * </pre>
- *
- */
 public class DataInputBuffer extends DataInputStream {
     private static class Buffer extends ByteArrayInputStream {
         public Buffer() {

datavec/datavec-api/src/main/java/org/datavec/api/io/DataOutputBuffer.java

@@ -22,25 +22,6 @@ package org.datavec.api.io;
 
 import java.io.*;
 
-/** A reusable {@link DataOutput} implementation that writes to an in-memory
- * buffer.
- *
- * <p>This saves memory over creating a new DataOutputStream and
- * ByteArrayOutputStream each time data is written.
- *
- * <p>Typical usage is something like the following:<pre>
- *
- * DataOutputBuffer buffer = new DataOutputBuffer();
- * while (... loop condition ...) {
- *   buffer.reset();
- *   ... write buffer using DataOutput methods ...
- *   byte[] data = buffer.getData();
- *   int dataLength = buffer.getLength();
- *   ... write data to its ultimate destination ...
- * }
- * </pre>
- *
- */
 public class DataOutputBuffer extends DataOutputStream {
 
     private static class Buffer extends ByteArrayOutputStream {

datavec/datavec-api/src/main/java/org/datavec/api/io/RawComparator.java

@@ -23,13 +23,6 @@ package org.datavec.api.io;
 import java.util.Comparator;
 
 
-/**
- * <p>
- * A {@link Comparator} that operates directly on byte representations of
- * objects.
- * </p>
- * @param <T>
- */
 public interface RawComparator<T> extends Comparator<T> {
 
     public int compare(byte[] b1, int s1, int l1, byte[] b2, int s2, int l2);

datavec/datavec-api/src/main/java/org/datavec/api/io/WritableComparable.java

@@ -23,38 +23,5 @@ package org.datavec.api.io;
 
 import org.datavec.api.writable.Writable;
 
-/**
- * A {@link Writable} which is also {@link Comparable}.
- *
- * <p><code>WritableComparable</code>s can be compared to each other, typically 
- * via <code>Comparator</code>s. Any type which is to be used as a 
- * <code>key</code> in the Hadoop Map-Reduce framework should implement this
- * interface.</p>
- *
- * <p>Example:</p>
- * <p><blockquote><pre>
- *     public class MyWritableComparable implements WritableComparable {
- *       // Some data
- *       private int counter;
- *       private long timestamp;
- *
- *       public void write(DataOutput out) throws IOException {
- *         out.writeInt(counter);
- *         out.writeLong(timestamp);
- *       }
- *
- *       public void readFields(DataInput in) throws IOException {
- *         counter = in.readInt();
- *         timestamp = in.readLong();
- *       }
- *
- *       public int compareTo(MyWritableComparable w) {
- *         int thisValue = this.value;
- *         int thatValue = ((IntWritable)o).value;
- *         return (thisValue &lt; thatValue ? -1 : (thisValue==thatValue ? 0 : 1));
- *       }
- *     }
- * </pre></blockquote></p>
- */
 public interface WritableComparable<T> extends Writable, Comparable<T> {
 }

datavec/datavec-api/src/main/java/org/datavec/api/io/WritableComparator.java

@@ -29,15 +29,6 @@ import java.io.IOException;
 import java.util.HashMap;
 
 
-/** A Comparator for {@link WritableComparable}s.
- *
- * <p>This base implemenation uses the natural ordering.  To define alternate
- * orderings, override {@link #compare(WritableComparable,WritableComparable)}.
- *
- * <p>One may optimize compare-intensive operations by overriding
- * {@link #compare(byte[],int,int,byte[],int,int)}.  Static utility methods are
- * provided to assist in optimized implementations of this method.
- */
 public class WritableComparator implements RawComparator {
 
     private static HashMap<Class, WritableComparator> comparators = new HashMap<>(); // registry

datavec/datavec-api/src/main/java/org/datavec/api/io/WritableConverter.java

@@ -23,11 +23,6 @@ package org.datavec.api.io;
 import org.datavec.api.io.converters.WritableConverterException;
 import org.datavec.api.writable.Writable;
 
-/**
- * Convert a writable to another writable (used for say: transitioning dates or categorical to numbers)
- *
- * @author Adam Gibson
- */
 public interface WritableConverter {
 
 

datavec/datavec-api/src/main/java/org/datavec/api/io/converters/DoubleWritableConverter.java

@@ -23,11 +23,6 @@ package org.datavec.api.io.converters;
 import org.datavec.api.io.WritableConverter;
 import org.datavec.api.writable.*;
 
-/**
- * Convert a writable to a
- * double
- * @author Adam Gibson
- */
 public class DoubleWritableConverter implements WritableConverter {
     @Override
     public Writable convert(Writable writable) throws WritableConverterException {

datavec/datavec-api/src/main/java/org/datavec/api/io/converters/FloatWritableConverter.java

@@ -23,11 +23,6 @@ package org.datavec.api.io.converters;
 import org.datavec.api.io.WritableConverter;
 import org.datavec.api.writable.*;
 
-/**
- * Convert a writable to a
- * double
- * @author Adam Gibson
- */
 public class FloatWritableConverter implements WritableConverter {
     @Override
     public Writable convert(Writable writable) throws WritableConverterException {

datavec/datavec-api/src/main/java/org/datavec/api/io/converters/LabelWriterConverter.java

@@ -26,12 +26,6 @@ import org.datavec.api.writable.Writable;
 
 import java.util.List;
 
-/**
- * Convert a label in to an index based on the
- *
- *
- * @author Adam Gibson
- */
 public class LabelWriterConverter implements WritableConverter {
     private List<String> labels;
 

datavec/datavec-api/src/main/java/org/datavec/api/io/converters/SelfWritableConverter.java

@@ -23,10 +23,6 @@ package org.datavec.api.io.converters;
 import org.datavec.api.io.WritableConverter;
 import org.datavec.api.writable.Writable;
 
-/**
- * Baseline writable converter
- * @author Adam Gibson
- */
 public class SelfWritableConverter implements WritableConverter {
     @Override
     public Writable convert(Writable writable) {

datavec/datavec-api/src/main/java/org/datavec/api/io/converters/WritableConverterException.java

@@ -20,11 +20,6 @@
 
 package org.datavec.api.io.converters;
 
-/**
- * Writable converter exception represents an error
- * for being unable to convert a writable
- * @author Adam Gibson
- */
 public class WritableConverterException extends Exception {
     public WritableConverterException() {}
 

datavec/datavec-api/src/main/java/org/datavec/api/io/filters/BalancedPathFilter.java

@@ -27,13 +27,6 @@ import org.datavec.api.writable.Writable;
 import java.net.URI;
 import java.util.*;
 
-/**
- * Randomizes the order of paths in an array and removes paths randomly
- * to have the same number of paths for each label. Further interlaces the paths
- * on output based on their labels, to obtain easily optimal batches for training.
- *
- * @author saudet
- */
 public class BalancedPathFilter extends RandomPathFilter {
 
     protected PathLabelGenerator labelGenerator;

datavec/datavec-api/src/main/java/org/datavec/api/io/labels/ParentPathLabelGenerator.java

@@ -27,11 +27,6 @@ import org.datavec.api.writable.Writable;
 import java.io.File;
 import java.net.URI;
 
-/**
- * Returns as label the base name of the parent file of the path (the directory).
- *
- * @author saudet
- */
 public class ParentPathLabelGenerator implements PathLabelGenerator {
 
     public ParentPathLabelGenerator() {}

datavec/datavec-api/src/main/java/org/datavec/api/io/labels/PathLabelGenerator.java

@@ -25,17 +25,6 @@ import org.datavec.api.writable.Writable;
 import java.io.Serializable;
 import java.net.URI;
 
-/**
- * PathLabelGenerator: interface to infer the label of a file directly from the path of a file<br>
- * Example: /negative/file17.csv -> class "0"; /positive/file116.csv -> class "1" etc.<br>
- * Though note that the output is a writable, hence it need not be numerical.<br>
- * <p>
- * For use cases where multiple Writables are required (for example, networks with mixed classification/regression,
- * or multiple output layers) use {@link PathMultiLabelGenerator} instead.
- *
- * @author Alex Black
- * @see PathMultiLabelGenerator
- */
 public interface PathLabelGenerator extends Serializable {
 
     Writable getLabelForPath(String path);

datavec/datavec-api/src/main/java/org/datavec/api/io/labels/PathMultiLabelGenerator.java

@@ -25,35 +25,6 @@ import org.datavec.api.writable.Writable;
 import java.io.Serializable;
 import java.util.List;
 
-/**
- * PathMultiLabelGenerator: interface to infer the label(s) of a file directly from the URI/path<br>
- * Similar to {@link PathLabelGenerator}, with 2 main differences:<br>
- * (a) Can be used for multi-label, multi-class classification (i.e., return *multiple* NDArray writables, for use in
- * networks with multiple output layers)<br>
- * (b) Does <it>not</it> support inferring label classes<br>
- * <br>
- * Regarding (b) above, this means that the implementations of PathMultiLabelGenerator typically need to (for classification
- * use cases) do one of two things (either will work, though down-stream usage of these arrays can vary slightly):
- * (a) Perform label to integer index assignment (i.e., return an IntWritable(0) for A, if you have 3 classes {A,B,C})
- * (b) Create a one-hot NDArrayWritable. For 3 classes {A,B,C} you should return a [1,0,0], [0,1,0] or [0,0,1] NDArrayWritable<br>
- * Comparatively, PathLabelGenerator can return a Text writable with the label (i.e., "class_3" or "cat") for classification.<br>
- * <br>
- * More generally, PathMultiLabelGenerator must return Writables of one of the following types:
- * {@link org.datavec.api.writable.DoubleWritable}, {@link org.datavec.api.writable.FloatWritable},
- * {@link org.datavec.api.writable.IntWritable}, {@link org.datavec.api.writable.LongWritable} or
- * {@link org.datavec.api.writable.NDArrayWritable}.<br>
- * NDArrayWritable is used for classification (via one-hot NDArrayWritable) or multi-output regression (where all values
- * are grouped together into a single array/writable) - whereas the others (double/float/int/long writables) are
- * typically used for single output regression cases, or (IntWritable) for classification where downstream classes (notably
- * DL4J's RecordReader(Multi)DataSetIterator) will convert the integer index (IntWritable) to a one-hot array ready for
- * training.<br>
- * <br>
- * In principle, you can also return time series (3d - shape [1,size,seqLength]) or images (4d - shape
- * [1,channels,height,width]) as a "label" for a given input image.
- *
- * @author Alex Black
- * @see PathLabelGenerator
- */
 public interface PathMultiLabelGenerator extends Serializable {
 
     /**

datavec/datavec-api/src/main/java/org/datavec/api/io/serializers/Deserializer.java

@@ -23,19 +23,6 @@ package org.datavec.api.io.serializers;
 import java.io.IOException;
 import java.io.InputStream;
 
-/**
- * <p>
- * Provides a facility for deserializing objects of type <T> from an
- * {@link InputStream}.
- * </p>
- *
- * <p>
- * Deserializers are stateful, but must not buffer the input since
- * other producers may read from the input between calls to
- * {@link #deserialize(Object)}.
- * </p>
- * @param <T>
- */
 public interface Deserializer<T> {
     /**
      * <p>Prepare the deserializer for reading.</p>

datavec/datavec-api/src/main/java/org/datavec/api/io/serializers/Serialization.java

@@ -20,12 +20,6 @@
 
 package org.datavec.api.io.serializers;
 
-/**
- * <p>
- * Encapsulates a {@link Serializer}/{@link Deserializer} pair.
- * </p>
- * @param <T>
- */
 public interface Serialization<T> {
 
     /**

datavec/datavec-api/src/main/java/org/datavec/api/io/serializers/SerializationFactory.java

@@ -31,11 +31,6 @@ import org.slf4j.LoggerFactory;
 import java.util.ArrayList;
 import java.util.List;
 
-/**
- * <p>
- * A factory for {@link Serialization}s.
- * </p>
- */
 public class SerializationFactory extends Configured {
 
     private static final Logger LOG = LoggerFactory.getLogger(SerializationFactory.class.getName());

datavec/datavec-api/src/main/java/org/datavec/api/io/serializers/Serializer.java

@@ -23,19 +23,6 @@ package org.datavec.api.io.serializers;
 import java.io.IOException;
 import java.io.OutputStream;
 
-/**
- * <p>
- * Provides a facility for serializing objects of type <T> to an
- * {@link OutputStream}.
- * </p>
- *
- * <p>
- * Serializers are stateful, but must not buffer the output since
- * other producers may write to the output between calls to
- * {@link #serialize(Object)}.
- * </p>
- * @param <T>
- */
 public interface Serializer<T> {
     /**
      * <p>Prepare the serializer for writing.</p>

datavec/datavec-api/src/main/java/org/datavec/api/records/Buffer.java

@@ -22,12 +22,6 @@ package org.datavec.api.records;
 
 import java.io.UnsupportedEncodingException;
 
-/**
- * A byte sequence that is used as a Java native type for buffer.
- * It is resizable and distinguishes between the count of the sequence and
- * the current capacity.
- *
- */
 public class Buffer implements Comparable, Cloneable {
     /** Number of valid bytes in this.bytes. */
     private int count;

datavec/datavec-api/src/main/java/org/datavec/api/records/IOUtils.java

@@ -27,9 +27,6 @@ import java.io.DataInput;
 import java.io.DataOutput;
 import java.io.IOException;
 
-/**
- * Various utility functions for Hadooop record I/O runtime.
- */
 public class IOUtils {
 
     /** Cannot create a new instance of IOUtils */

datavec/datavec-api/src/main/java/org/datavec/api/records/Index.java

@@ -20,19 +20,6 @@
 
 package org.datavec.api.records;
 
-/**
- * Interface that acts as an iterator for deserializing maps.
- * The deserializer returns an instance that the record uses to
- * read vectors and maps. An example of usage is as follows:
- *
- * <code>
- * Index idx = startVector(...);
- * while (!idx.done()) {
- *   .... // read element of a vector
- *   idx.incr();
- * }
- * </code>
- */
 public interface Index {
     boolean done();