[jira] [Created] (IGNITE-12023) [ML] Add spatial indices support into KNN algorithm

2019-07-29 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-12023: --- Summary: [ML] Add spatial indices support into KNN algorithm Key: IGNITE-12023 URL: https://issues.apache.org/jira/browse/IGNITE-12023 Project: Ignite

[jira] [Created] (IGNITE-11871) [ML] IP resolver in TensorFlow cluster manager doesn't work properly

2019-05-24 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-11871: --- Summary: [ML] IP resolver in TensorFlow cluster manager doesn't work properly Key: IGNITE-11871 URL: https://issues.apache.org/jira/browse/IGNITE-11871

[jira] [Created] (IGNITE-11655) ML: OneHotEncoder returns more columns than expected

2019-03-29 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-11655: --- Summary: ML: OneHotEncoder returns more columns than expected Key: IGNITE-11655 URL: https://issues.apache.org/jira/browse/IGNITE-11655 Project: Ignite

[jira] [Created] (IGNITE-11654) ML: Memory leak in KNNClassificationModel

2019-03-29 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-11654: --- Summary: ML: Memory leak in KNNClassificationModel Key: IGNITE-11654 URL: https://issues.apache.org/jira/browse/IGNITE-11654 Project: Ignite Issue

[jira] [Created] (IGNITE-11405) [ML] Fix typo in Javadoc of DelegatingNamedVector

2019-02-25 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-11405: --- Summary: [ML] Fix typo in Javadoc of DelegatingNamedVector Key: IGNITE-11405 URL: https://issues.apache.org/jira/browse/IGNITE-11405 Project: Ignite

[jira] [Created] (IGNITE-11343) [ML] Create a stub of Python API module

2019-02-18 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-11343: --- Summary: [ML] Create a stub of Python API module Key: IGNITE-11343 URL: https://issues.apache.org/jira/browse/IGNITE-11343 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-11342) [ML] Create a Python API for Ignite ML

2019-02-18 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-11342: --- Summary: [ML] Create a Python API for Ignite ML Key: IGNITE-11342 URL: https://issues.apache.org/jira/browse/IGNITE-11342 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-11163) [ML] Add hart beat tracker to DistributedInfModel

2019-01-31 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-11163: --- Summary: [ML] Add hart beat tracker to DistributedInfModel Key: IGNITE-11163 URL: https://issues.apache.org/jira/browse/IGNITE-11163 Project: Ignite

[jira] [Created] (IGNITE-11072) [ML] Prepare an example of model inference in SQL

2019-01-24 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-11072: --- Summary: [ML] Prepare an example of model inference in SQL Key: IGNITE-11072 URL: https://issues.apache.org/jira/browse/IGNITE-11072 Project: Ignite

[jira] [Created] (IGNITE-11071) [ML] Prepare an example of machine learning on top of SQL table

2019-01-24 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-11071: --- Summary: [ML] Prepare an example of machine learning on top of SQL table Key: IGNITE-11071 URL: https://issues.apache.org/jira/browse/IGNITE-11071 Project:

[jira] [Created] (IGNITE-10996) [ML] Add additional host and port into IgniteDataset to retrieve schema

2019-01-21 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10996: --- Summary: [ML] Add additional host and port into IgniteDataset to retrieve schema Key: IGNITE-10996 URL: https://issues.apache.org/jira/browse/IGNITE-10996

[jira] [Created] (IGNITE-10849) [ML] Prepare a benchmark to compare Ignite ML and Spark MLeap inference performance

2018-12-29 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10849: --- Summary: [ML] Prepare a benchmark to compare Ignite ML and Spark MLeap inference performance Key: IGNITE-10849 URL: https://issues.apache.org/jira/browse/IGNITE-10849

[jira] [Created] (IGNITE-10834) [ML] Add NamedVectors to replace HashMap in Model

2018-12-27 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10834: --- Summary: [ML] Add NamedVectors to replace HashMap in Model Key: IGNITE-10834 URL: https://issues.apache.org/jira/browse/IGNITE-10834 Project: Ignite

[jira] [Created] (IGNITE-10810) [ML] Import models from MLeap

2018-12-25 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10810: --- Summary: [ML] Import models from MLeap Key: IGNITE-10810 URL: https://issues.apache.org/jira/browse/IGNITE-10810 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-10747) [ML] Add NaN (missing) value support into Decision Tree training

2018-12-20 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10747: --- Summary: [ML] Add NaN (missing) value support into Decision Tree training Key: IGNITE-10747 URL: https://issues.apache.org/jira/browse/IGNITE-10747 Project:

[jira] [Created] (IGNITE-10746) ML: Participate in TensorFlow 2.0 preparation

2018-12-20 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10746: --- Summary: ML: Participate in TensorFlow 2.0 preparation Key: IGNITE-10746 URL: https://issues.apache.org/jira/browse/IGNITE-10746 Project: Ignite Issue

[jira] [Created] (IGNITE-10718) [ML] Merge XGBoost and Ignite ML Trees together

2018-12-17 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10718: --- Summary: [ML] Merge XGBoost and Ignite ML Trees together Key: IGNITE-10718 URL: https://issues.apache.org/jira/browse/IGNITE-10718 Project: Ignite

[jira] [Created] (IGNITE-10449) ML: Fix inspection issues

2018-11-28 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10449: --- Summary: ML: Fix inspection issues Key: IGNITE-10449 URL: https://issues.apache.org/jira/browse/IGNITE-10449 Project: Ignite Issue Type: Improvement

[jira] [Created] (IGNITE-10429) ML: TensorFlowLocalInferenceExample fails on Windows

2018-11-27 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10429: --- Summary: ML: TensorFlowLocalInferenceExample fails on Windows Key: IGNITE-10429 URL: https://issues.apache.org/jira/browse/IGNITE-10429 Project: Ignite

[jira] [Created] (IGNITE-10370) ML: TensorFlowLocalInferenceExample fails on Windows

2018-11-21 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10370: --- Summary: ML: TensorFlowLocalInferenceExample fails on Windows Key: IGNITE-10370 URL: https://issues.apache.org/jira/browse/IGNITE-10370 Project: Ignite

[jira] [Created] (IGNITE-10292) ML: Replace IGFS by model storage for TensorFlow

2018-11-16 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10292: --- Summary: ML: Replace IGFS by model storage for TensorFlow Key: IGNITE-10292 URL: https://issues.apache.org/jira/browse/IGNITE-10292 Project: Ignite

[jira] [Created] (IGNITE-10250) Ignite Queue hangs after several read/write operations

2018-11-14 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10250: --- Summary: Ignite Queue hangs after several read/write operations Key: IGNITE-10250 URL: https://issues.apache.org/jira/browse/IGNITE-10250 Project: Ignite

[jira] [Created] (IGNITE-10234) ML: Create a skeleton for model inference in Apache Ignite

2018-11-13 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10234: --- Summary: ML: Create a skeleton for model inference in Apache Ignite Key: IGNITE-10234 URL: https://issues.apache.org/jira/browse/IGNITE-10234 Project: Ignite

[jira] [Created] (IGNITE-10221) ML: Fix all issues in "Add ability to start TensorFlow server from Java API" PR

2018-11-12 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10221: --- Summary: ML: Fix all issues in "Add ability to start TensorFlow server from Java API" PR Key: IGNITE-10221 URL: https://issues.apache.org/jira/browse/IGNITE-10221

[jira] [Created] (IGNITE-10220) ML: Merge TensorFlow IGFS and Ignite modules into one module

2018-11-12 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10220: --- Summary: ML: Merge TensorFlow IGFS and Ignite modules into one module Key: IGNITE-10220 URL: https://issues.apache.org/jira/browse/IGNITE-10220 Project: Ignite

[jira] [Created] (IGNITE-10202) ML: Create a POC of TensorFlow model inference in Java

2018-11-09 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10202: --- Summary: ML: Create a POC of TensorFlow model inference in Java Key: IGNITE-10202 URL: https://issues.apache.org/jira/browse/IGNITE-10202 Project: Ignite

[jira] [Created] (IGNITE-10201) ML: TensorFlow model inference on Apache Ignite

2018-11-09 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10201: --- Summary: ML: TensorFlow model inference on Apache Ignite Key: IGNITE-10201 URL: https://issues.apache.org/jira/browse/IGNITE-10201 Project: Ignite

[jira] [Created] (IGNITE-10149) ML: Make ignite-tf.sh utility executable by default

2018-11-06 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10149: --- Summary: ML: Make ignite-tf.sh utility executable by default Key: IGNITE-10149 URL: https://issues.apache.org/jira/browse/IGNITE-10149 Project: Ignite

[jira] [Created] (IGNITE-10133) ML: Switch to per-node TensorFlow worker strategy

2018-11-02 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-10133: --- Summary: ML: Switch to per-node TensorFlow worker strategy Key: IGNITE-10133 URL: https://issues.apache.org/jira/browse/IGNITE-10133 Project: Ignite

[jira] [Created] (IGNITE-9889) ML: TensorFlow module is not mentioned in JavaDoc groups

2018-10-15 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-9889: -- Summary: ML: TensorFlow module is not mentioned in JavaDoc groups Key: IGNITE-9889 URL: https://issues.apache.org/jira/browse/IGNITE-9889 Project: Ignite

[jira] [Created] (IGNITE-9788) ML: IgniteDataset op is not loaded in TensorFlow worker

2018-10-04 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-9788: -- Summary: ML: IgniteDataset op is not loaded in TensorFlow worker Key: IGNITE-9788 URL: https://issues.apache.org/jira/browse/IGNITE-9788 Project: Ignite

[jira] [Created] (IGNITE-9706) ML: Update ignite-tensorflow to support TensorFlow standalone client mode

2018-09-26 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-9706: -- Summary: ML: Update ignite-tensorflow to support TensorFlow standalone client mode Key: IGNITE-9706 URL: https://issues.apache.org/jira/browse/IGNITE-9706

[jira] [Created] (IGNITE-9432) Investigate ability to make ScanQuery faster

2018-08-30 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-9432: -- Summary: Investigate ability to make ScanQuery faster Key: IGNITE-9432 URL: https://issues.apache.org/jira/browse/IGNITE-9432 Project: Ignite Issue

[jira] [Created] (IGNITE-9416) [ML] Update distribution approach for TensorFlow module

2018-08-29 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-9416: -- Summary: [ML] Update distribution approach for TensorFlow module Key: IGNITE-9416 URL: https://issues.apache.org/jira/browse/IGNITE-9416 Project: Ignite

[jira] [Created] (IGNITE-9055) [ML] SVM throws NPE in case of empty partitions

2018-07-23 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-9055: -- Summary: [ML] SVM throws NPE in case of empty partitions Key: IGNITE-9055 URL: https://issues.apache.org/jira/browse/IGNITE-9055 Project: Ignite Issue

[jira] [Created] (IGNITE-8272) Add documentation for normalization preprocessor (release 2.5)

2018-04-16 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-8272: -- Summary: Add documentation for normalization preprocessor (release 2.5) Key: IGNITE-8272 URL: https://issues.apache.org/jira/browse/IGNITE-8272 Project: Ignite

[jira] [Created] (IGNITE-8271) Add documentation for partition based dataset (release 2.5)

2018-04-16 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-8271: -- Summary: Add documentation for partition based dataset (release 2.5) Key: IGNITE-8271 URL: https://issues.apache.org/jira/browse/IGNITE-8271 Project: Ignite

[jira] [Created] (IGNITE-8270) Add documentation for MLP (release 2.5)

2018-04-16 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-8270: -- Summary: Add documentation for MLP (release 2.5) Key: IGNITE-8270 URL: https://issues.apache.org/jira/browse/IGNITE-8270 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-8269) Add documentation to decision tree (release 2.5)

2018-04-16 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-8269: -- Summary: Add documentation to decision tree (release 2.5) Key: IGNITE-8269 URL: https://issues.apache.org/jira/browse/IGNITE-8269 Project: Ignite Issue

[jira] [Created] (IGNITE-8268) Add documentation for linear regression (release 2.5)

2018-04-16 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-8268: -- Summary: Add documentation for linear regression (release 2.5) Key: IGNITE-8268 URL: https://issues.apache.org/jira/browse/IGNITE-8268 Project: Ignite

[jira] [Created] (IGNITE-8233) KNN and SVM algorithms don't work when partition doesn't contain data

2018-04-12 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-8233: -- Summary: KNN and SVM algorithms don't work when partition doesn't contain data Key: IGNITE-8233 URL: https://issues.apache.org/jira/browse/IGNITE-8233 Project:

[jira] [Created] (IGNITE-8232) ML package cleanup for 2.5 release

2018-04-12 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-8232: -- Summary: ML package cleanup for 2.5 release Key: IGNITE-8232 URL: https://issues.apache.org/jira/browse/IGNITE-8232 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-8176) Integrate gradient descent linear regression with partition based dataset

2018-04-09 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-8176: -- Summary: Integrate gradient descent linear regression with partition based dataset Key: IGNITE-8176 URL: https://issues.apache.org/jira/browse/IGNITE-8176

[jira] [Created] (IGNITE-8059) Integrate decision tree with partition based dataset

2018-03-27 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-8059: -- Summary: Integrate decision tree with partition based dataset Key: IGNITE-8059 URL: https://issues.apache.org/jira/browse/IGNITE-8059 Project: Ignite

[jira] [Created] (IGNITE-7990) Integrate MLP with Distributed Dataset API

2018-03-19 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-7990: -- Summary: Integrate MLP with Distributed Dataset API Key: IGNITE-7990 URL: https://issues.apache.org/jira/browse/IGNITE-7990 Project: Ignite Issue Type:

[jira] [Created] (IGNITE-7897) Add example of using LSQR with data normalization

2018-03-07 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-7897: -- Summary: Add example of using LSQR with data normalization Key: IGNITE-7897 URL: https://issues.apache.org/jira/browse/IGNITE-7897 Project: Ignite Issue

[jira] [Created] (IGNITE-7660) Refactor LSQR algorithm

2018-02-09 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-7660: -- Summary: Refactor LSQR algorithm Key: IGNITE-7660 URL: https://issues.apache.org/jira/browse/IGNITE-7660 Project: Ignite Issue Type: Improvement

[jira] [Created] (IGNITE-7659) Reduce multiple Trainer interfaces to one

2018-02-09 Thread Anton Dmitriev (JIRA)
Anton Dmitriev created IGNITE-7659: -- Summary: Reduce multiple Trainer interfaces to one Key: IGNITE-7659 URL: https://issues.apache.org/jira/browse/IGNITE-7659 Project: Ignite Issue Type: