Anton Dmitriev created IGNITE-10996:
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Summary: [ML] Add additional host and port into IgniteDataset to
retrieve schema
Key: IGNITE-10996
URL: https://issues.apache.org/jira/browse/IGNITE-10996
Proje
Anton Dmitriev created IGNITE-11071:
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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: Igni
Anton Dmitriev created IGNITE-11072:
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Summary: [ML] Prepare an example of model inference in SQL
Key: IGNITE-11072
URL: https://issues.apache.org/jira/browse/IGNITE-11072
Project: Ignite
Is
Anton Dmitriev created IGNITE-11163:
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Summary: [ML] Add hart beat tracker to DistributedInfModel
Key: IGNITE-11163
URL: https://issues.apache.org/jira/browse/IGNITE-11163
Project: Ignite
Is
Anton Dmitriev created IGNITE-11342:
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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: N
Anton Dmitriev created IGNITE-11343:
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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:
Anton Dmitriev created IGNITE-11405:
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Summary: [ML] Fix typo in Javadoc of DelegatingNamedVector
Key: IGNITE-11405
URL: https://issues.apache.org/jira/browse/IGNITE-11405
Project: Ignite
Is
Anton Dmitriev created IGNITE-11654:
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Summary: ML: Memory leak in KNNClassificationModel
Key: IGNITE-11654
URL: https://issues.apache.org/jira/browse/IGNITE-11654
Project: Ignite
Issue Type
Anton Dmitriev created IGNITE-11655:
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Summary: ML: OneHotEncoder returns more columns than expected
Key: IGNITE-11655
URL: https://issues.apache.org/jira/browse/IGNITE-11655
Project: Ignite
Anton Dmitriev created IGNITE-11870:
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Summary: [ML] Changes required to support ML Python API
Key: IGNITE-11870
URL: https://issues.apache.org/jira/browse/IGNITE-11870
Project: Ignite
Issue
Anton Dmitriev created IGNITE-11871:
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Summary: [ML] IP resolver in TensorFlow cluster manager doesn't
work properly
Key: IGNITE-11871
URL: https://issues.apache.org/jira/browse/IGNITE-11871
Project:
Anton Dmitriev created IGNITE-12023:
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Summary: [ML] Add spatial indices support into KNN algorithm
Key: IGNITE-12023
URL: https://issues.apache.org/jira/browse/IGNITE-12023
Project: Ignite
Anton Dmitriev created IGNITE-9706:
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Summary: ML: Update ignite-tensorflow to support TensorFlow
standalone client mode
Key: IGNITE-9706
URL: https://issues.apache.org/jira/browse/IGNITE-9706
Project
Anton Dmitriev created IGNITE-9788:
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Summary: ML: IgniteDataset op is not loaded in TensorFlow worker
Key: IGNITE-9788
URL: https://issues.apache.org/jira/browse/IGNITE-9788
Project: Ignite
Anton Dmitriev created IGNITE-9889:
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Summary: ML: TensorFlow module is not mentioned in JavaDoc groups
Key: IGNITE-9889
URL: https://issues.apache.org/jira/browse/IGNITE-9889
Project: Ignite
Anton Dmitriev created IGNITE-10133:
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Summary: ML: Switch to per-node TensorFlow worker strategy
Key: IGNITE-10133
URL: https://issues.apache.org/jira/browse/IGNITE-10133
Project: Ignite
Is
Anton Dmitriev created IGNITE-10149:
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Summary: ML: Make ignite-tf.sh utility executable by default
Key: IGNITE-10149
URL: https://issues.apache.org/jira/browse/IGNITE-10149
Project: Ignite
Anton Dmitriev created IGNITE-10201:
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Summary: ML: TensorFlow model inference on Apache Ignite
Key: IGNITE-10201
URL: https://issues.apache.org/jira/browse/IGNITE-10201
Project: Ignite
Issu
Anton Dmitriev created IGNITE-10202:
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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
Anton Dmitriev created IGNITE-10220:
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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
Anton Dmitriev created IGNITE-10221:
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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
Anton Dmitriev created IGNITE-10234:
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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
Anton Dmitriev created IGNITE-10250:
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Summary: Ignite Queue hangs after several read/write operations
Key: IGNITE-10250
URL: https://issues.apache.org/jira/browse/IGNITE-10250
Project: Ignite
Anton Dmitriev created IGNITE-10292:
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Summary: ML: Replace IGFS by model storage for TensorFlow
Key: IGNITE-10292
URL: https://issues.apache.org/jira/browse/IGNITE-10292
Project: Ignite
Iss
Anton Dmitriev created IGNITE-10370:
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Summary: ML: TensorFlowLocalInferenceExample fails on Windows
Key: IGNITE-10370
URL: https://issues.apache.org/jira/browse/IGNITE-10370
Project: Ignite
Anton Dmitriev created IGNITE-10429:
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Summary: ML: TensorFlowLocalInferenceExample fails on Windows
Key: IGNITE-10429
URL: https://issues.apache.org/jira/browse/IGNITE-10429
Project: Ignite
Anton Dmitriev created IGNITE-10449:
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Summary: ML: Fix inspection issues
Key: IGNITE-10449
URL: https://issues.apache.org/jira/browse/IGNITE-10449
Project: Ignite
Issue Type: Improvement
Anton Dmitriev created IGNITE-10718:
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Summary: [ML] Merge XGBoost and Ignite ML Trees together
Key: IGNITE-10718
URL: https://issues.apache.org/jira/browse/IGNITE-10718
Project: Ignite
Issu
Anton Dmitriev created IGNITE-10746:
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Summary: ML: Participate in TensorFlow 2.0 preparation
Key: IGNITE-10746
URL: https://issues.apache.org/jira/browse/IGNITE-10746
Project: Ignite
Issue
Anton Dmitriev created IGNITE-10747:
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Summary: [ML] Add NaN (missing) value support into Decision Tree
training
Key: IGNITE-10747
URL: https://issues.apache.org/jira/browse/IGNITE-10747
Project: Ign
Anton Dmitriev created IGNITE-10810:
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Summary: [ML] Import models from MLeap
Key: IGNITE-10810
URL: https://issues.apache.org/jira/browse/IGNITE-10810
Project: Ignite
Issue Type: Improvemen
Anton Dmitriev created IGNITE-10834:
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Summary: [ML] Add NamedVectors to replace HashMap in Model
Key: IGNITE-10834
URL: https://issues.apache.org/jira/browse/IGNITE-10834
Project: Ignite
Is
Anton Dmitriev created IGNITE-10849:
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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
Anton Dmitriev created IGNITE-9055:
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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 Ty
Anton Dmitriev created IGNITE-9416:
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Summary: [ML] Update distribution approach for TensorFlow module
Key: IGNITE-9416
URL: https://issues.apache.org/jira/browse/IGNITE-9416
Project: Ignite
Anton Dmitriev created IGNITE-9432:
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Summary: Investigate ability to make ScanQuery faster
Key: IGNITE-9432
URL: https://issues.apache.org/jira/browse/IGNITE-9432
Project: Ignite
Issue Type:
Anton Dmitriev created IGNITE-7659:
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Summary: Reduce multiple Trainer interfaces to one
Key: IGNITE-7659
URL: https://issues.apache.org/jira/browse/IGNITE-7659
Project: Ignite
Issue Type: Im
Anton Dmitriev created IGNITE-7660:
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Summary: Refactor LSQR algorithm
Key: IGNITE-7660
URL: https://issues.apache.org/jira/browse/IGNITE-7660
Project: Ignite
Issue Type: Improvement
Anton Dmitriev created IGNITE-7897:
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Summary: Add example of using LSQR with data normalization
Key: IGNITE-7897
URL: https://issues.apache.org/jira/browse/IGNITE-7897
Project: Ignite
Issue
Anton Dmitriev created IGNITE-7990:
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Summary: Integrate MLP with Distributed Dataset API
Key: IGNITE-7990
URL: https://issues.apache.org/jira/browse/IGNITE-7990
Project: Ignite
Issue Type: I
Anton Dmitriev created IGNITE-8059:
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Summary: Integrate decision tree with partition based dataset
Key: IGNITE-8059
URL: https://issues.apache.org/jira/browse/IGNITE-8059
Project: Ignite
Iss
Anton Dmitriev created IGNITE-8176:
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Summary: Integrate gradient descent linear regression with
partition based dataset
Key: IGNITE-8176
URL: https://issues.apache.org/jira/browse/IGNITE-8176
Project
Anton Dmitriev created IGNITE-8232:
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Summary: ML package cleanup for 2.5 release
Key: IGNITE-8232
URL: https://issues.apache.org/jira/browse/IGNITE-8232
Project: Ignite
Issue Type: Improveme
Anton Dmitriev created IGNITE-8233:
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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: Ig
Anton Dmitriev created IGNITE-8268:
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Summary: Add documentation for linear regression (release 2.5)
Key: IGNITE-8268
URL: https://issues.apache.org/jira/browse/IGNITE-8268
Project: Ignite
Is
Anton Dmitriev created IGNITE-8269:
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Summary: Add documentation to decision tree (release 2.5)
Key: IGNITE-8269
URL: https://issues.apache.org/jira/browse/IGNITE-8269
Project: Ignite
Issue T
Anton Dmitriev created IGNITE-8270:
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Summary: Add documentation for MLP (release 2.5)
Key: IGNITE-8270
URL: https://issues.apache.org/jira/browse/IGNITE-8270
Project: Ignite
Issue Type: Impr
Anton Dmitriev created IGNITE-8271:
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Summary: Add documentation for partition based dataset (release
2.5)
Key: IGNITE-8271
URL: https://issues.apache.org/jira/browse/IGNITE-8271
Project: Ignite
Anton Dmitriev created IGNITE-8272:
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Summary: Add documentation for normalization preprocessor (release
2.5)
Key: IGNITE-8272
URL: https://issues.apache.org/jira/browse/IGNITE-8272
Project: Ignite
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