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Janardhan resolved SYSTEMML-2004.
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Resolution: Resolved
addressed by
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https://issues.apache.org/jira/browse/SYSTEMML-1994?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan updated SYSTEMML-1994:
Description:
Regression with Gaussian process.
This script essentially takes in the input ( X,
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Janardhan updated SYSTEMML-1994:
Description:
Regression with Gaussian process.
This script essentially takes in the input \(
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Janardhan reassigned SYSTEMML-1994:
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Assignee: Janardhan
> Implementation of Gaussian Process Regression
>
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Janardhan updated SYSTEMML-1973:
Comment: was deleted
(was: Hi everyone, I am working on the hyperparameter optimization. This is
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Janardhan updated SYSTEMML-1973:
Comment: was deleted
(was: This is the central jira for any or all of the feature related.
cc:
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Janardhan updated SYSTEMML-1973:
Description:
This Epic tracks the algorithm optimization related improvements, and their
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Janardhan updated SYSTEMML-1973:
Description:
This Epic tracks the algorithm optimization related improvements, and their
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Janardhan updated SYSTEMML-1973:
Description:
This Epic tracks the algorithm optimization related improvements, and their
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https://issues.apache.org/jira/browse/SYSTEMML-2083?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan updated SYSTEMML-2083:
Description:
SystemML already provides a rich set of execution strategies ranging from local
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Janardhan updated SYSTEMML-2083:
Description:
SystemML already provides a rich set of execution strategies ranging from local
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Janardhan updated SYSTEMML-2083:
Description:
SystemML already provides a rich set of execution strategies ranging from local
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Janardhan edited comment on SYSTEMML-2083 at 2/14/18 7:04 AM:
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The light
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Janardhan updated SYSTEMML-2083:
Comment: was deleted
(was: The light weight parameter server interface is
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Janardhan edited comment on SYSTEMML-2083 at 2/14/18 7:01 AM:
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The light
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Janardhan commented on SYSTEMML-2083:
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The light weight parameter server interface is
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Janardhan commented on SYSTEMML-2083:
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The light weight parameter server interface is
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Janardhan updated SYSTEMML-2083:
Attachment: image-2018-02-14-12-18-48-932.png
> Language and runtime for parameter servers
>
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Janardhan reassigned SYSTEMML-2110:
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Assignee: Janardhan
> Add support for relu operations (forward/backward)
>
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https://issues.apache.org/jira/browse/SYSTEMML-2130?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan reassigned SYSTEMML-2130:
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Assignee: Janardhan
> Primitives to check the validity of sparse block representations
>
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Janardhan commented on SYSTEMML-2102:
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I will come to this shortly. Thanks Mike.
> Vectorize
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Janardhan reassigned SYSTEMML-2102:
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Assignee: Janardhan
> Vectorize gradients for Factorization Machines function
>
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https://issues.apache.org/jira/browse/SYSTEMML-1695?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan resolved SYSTEMML-1695.
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Resolution: Fixed
Fix Version/s: SystemML 1.1
this design will be implemented
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Janardhan edited comment on SYSTEMML-2083 at 1/30/18 3:59 PM:
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Hi all,
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Janardhan commented on SYSTEMML-2083:
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Hi all, this issue is a replica of the other two issues
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https://issues.apache.org/jira/browse/SYSTEMML-1216?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan updated SYSTEMML-1216:
Fix Version/s: SystemML 1.1
> implement local svd function
>
>
>
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Janardhan updated SYSTEMML-1784:
Comment: was deleted
(was: I will be working on this, as my academic project for the session
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Janardhan updated SYSTEMML-1784:
Comment: was deleted
(was: In some days, I will come up with a design report on how it is
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Janardhan resolved SYSTEMML-2057.
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Resolution: Fixed
Fix Version/s: SystemML 1.1
> Support bitwise operators not, and, or,
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Janardhan reassigned SYSTEMML-1159:
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Assignee: Janardhan
> Enable Remote Hyperparameter Tuning
>
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Janardhan commented on SYSTEMML-1159:
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This Jira is also a priority for me. And will be handling
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Janardhan resolved SYSTEMML-1992.
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Resolution: Implemented
addressed by
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Janardhan reassigned SYSTEMML-2068:
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Assignee: Janardhan
> Add support for logical and bitwise logical operations
>
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Janardhan commented on SYSTEMML-2057:
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bitwAnd, bitwOr, bitwXor, bitwShiftL, & bitwShiftR are
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Janardhan reassigned SYSTEMML-1996:
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Assignee: Janardhan
> Implementation of Bayesian module
>
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Janardhan closed SYSTEMML-1931.
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Resolution: Implemented
Fix Version/s: SystemML 1.1
> Support logical operators AND, OR,
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Janardhan commented on SYSTEMML-1931:
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Resolved by [~mboehm7]. & commit address:
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Janardhan reassigned SYSTEMML-1931:
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Assignee: Matthias Boehm (was: Janardhan)
> Support logical operators AND, OR, XOR, NOT
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Janardhan reassigned SYSTEMML-2057:
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Assignee: Janardhan
> Support bitwise operators not, and, or, xor, & LShift, Rshift
>
Janardhan created SYSTEMML-2057:
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Summary: Support bitwise operators not, and, or, xor, & LShift,
Rshift
Key: SYSTEMML-2057
URL: https://issues.apache.org/jira/browse/SYSTEMML-2057
Project: SystemML
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Janardhan reassigned SYSTEMML-2004:
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Assignee: Janardhan
> Implement covariance kernels
>
>
>
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Janardhan reassigned SYSTEMML-1995:
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Assignee: Janardhan
> Implementation of Surrogate data slice sampling
>
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Janardhan reassigned SYSTEMML-1992:
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Assignee: Janardhan
> Implemenation of Mode finding for Gaussian Process
>
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Janardhan updated SYSTEMML-2041:
Description:
Sparsity enables, for example, training of neural networks that are much wider
and
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Janardhan commented on SYSTEMML-2018:
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cc [~dusenberrymw]
> Fixing Weight Decay Regularization in
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Janardhan updated SYSTEMML-2018:
Summary: Fixing Weight Decay Regularization in ADAM (was: FIXING WEIGHT
DECAY REGULARIZATION IN
Janardhan created SYSTEMML-2018:
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Summary: FIXING WEIGHT DECAY REGULARIZATION IN ADAM
Key: SYSTEMML-2018
URL: https://issues.apache.org/jira/browse/SYSTEMML-2018
Project: SystemML
Issue Type:
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Janardhan commented on SYSTEMML-1973:
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Hi everyone, I am working on the hyperparameter
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Janardhan updated SYSTEMML-2006:
Issue Type: New Feature (was: Bug)
> Add gradient matching functionality
>
Janardhan created SYSTEMML-2006:
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Summary: Add gradient matching functionality
Key: SYSTEMML-2006
URL: https://issues.apache.org/jira/browse/SYSTEMML-2006
Project: SystemML
Issue Type: Bug
Janardhan created SYSTEMML-2003:
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Summary: Addition of parallel monte carlo acquisition function
Key: SYSTEMML-2003
URL: https://issues.apache.org/jira/browse/SYSTEMML-2003
Project: SystemML
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Janardhan commented on SYSTEMML-1973:
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This is the central jira for any or all of the feature
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https://issues.apache.org/jira/browse/SYSTEMML-1973?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan updated SYSTEMML-1973:
Description:
This Epic tracks the algorithm optimization related improvements, and their
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https://issues.apache.org/jira/browse/SYSTEMML-1973?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan updated SYSTEMML-1973:
Summary: Optimization of parameters, Hyperparameters, and testing. (was:
Optimization of
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Janardhan updated SYSTEMML-1974:
Description:
Functions such as Buckin, Branin Hoo, etc., useful for testing of the
implemented
Janardhan created SYSTEMML-2002:
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Summary: some special functions implementation
Key: SYSTEMML-2002
URL: https://issues.apache.org/jira/browse/SYSTEMML-2002
Project: SystemML
Issue Type:
Janardhan created SYSTEMML-2000:
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Summary: Valley shaped functions implementation
Key: SYSTEMML-2000
URL: https://issues.apache.org/jira/browse/SYSTEMML-2000
Project: SystemML
Issue Type:
Janardhan created SYSTEMML-2001:
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Summary: Functions for steep ridges or drops, implementation
Key: SYSTEMML-2001
URL: https://issues.apache.org/jira/browse/SYSTEMML-2001
Project: SystemML
Janardhan created SYSTEMML-1999:
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Summary: Plate shaped functions implementation
Key: SYSTEMML-1999
URL: https://issues.apache.org/jira/browse/SYSTEMML-1999
Project: SystemML
Issue Type:
Janardhan created SYSTEMML-1998:
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Summary: Bowl shaped functions implementation
Key: SYSTEMML-1998
URL: https://issues.apache.org/jira/browse/SYSTEMML-1998
Project: SystemML
Issue Type:
Janardhan created SYSTEMML-1997:
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Summary: local minima functions
Key: SYSTEMML-1997
URL: https://issues.apache.org/jira/browse/SYSTEMML-1997
Project: SystemML
Issue Type: Sub-task
Janardhan created SYSTEMML-1996:
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Summary: Implementation of Bayesian module
Key: SYSTEMML-1996
URL: https://issues.apache.org/jira/browse/SYSTEMML-1996
Project: SystemML
Issue Type: Sub-task
Janardhan created SYSTEMML-1995:
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Summary: Implementation of Surrogate data slice sampling
Key: SYSTEMML-1995
URL: https://issues.apache.org/jira/browse/SYSTEMML-1995
Project: SystemML
Issue
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Janardhan updated SYSTEMML-979:
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Comment: was deleted
(was: Hi,:)
It will be great, if the bayesian optimization is implemented.
Janardhan created SYSTEMML-1993:
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Summary: Implementation of Gaussian Process Classification
Key: SYSTEMML-1993
URL: https://issues.apache.org/jira/browse/SYSTEMML-1993
Project: SystemML
Issue
Janardhan created SYSTEMML-1992:
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Summary: Implemenation of Mode finding for Gaussian Process
Key: SYSTEMML-1992
URL: https://issues.apache.org/jira/browse/SYSTEMML-1992
Project: SystemML
Janardhan created SYSTEMML-1991:
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Summary: Implementation of Sobol quasi random sequence generator
Key: SYSTEMML-1991
URL: https://issues.apache.org/jira/browse/SYSTEMML-1991
Project: SystemML
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Janardhan updated SYSTEMML-979:
---
Description:
Main paper:
Janardhan created SYSTEMML-1973:
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Summary: Optimization of parameters & Hyperparameters, and testing.
Key: SYSTEMML-1973
URL: https://issues.apache.org/jira/browse/SYSTEMML-1973
Project: SystemML
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Janardhan resolved SYSTEMML-1648.
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Resolution: Resolved
Fix Version/s: SystemML 1.0
> Verify whether SVM scripts work with
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Janardhan commented on SYSTEMML-1648:
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Addressed by [PR
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Janardhan reassigned SYSTEMML-1962:
---
Assignee: Janardhan
> Support model-selection via mllearn APIs
>
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Janardhan updated SYSTEMML-822:
---
Description:
It would be great to have an implementation of gradient boosted trees in
SystemML,
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Janardhan commented on SYSTEMML-1938:
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This ( if needed) can be implemented after adding the
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Janardhan updated SYSTEMML-1938:
Description:
RGF is a machine learning method for building decision forests. Based on
1.
Janardhan created SYSTEMML-1938:
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Summary: Regularized Greedy Forest (RGF) Implementation
Key: SYSTEMML-1938
URL: https://issues.apache.org/jira/browse/SYSTEMML-1938
Project: SystemML
Issue
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Janardhan updated SYSTEMML-1938:
Description:
RGF is a machine learning method for building decision forests. Based on
Learning
Janardhan created SYSTEMML-1937:
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Summary: Vector Free L-BFGS implementation
Key: SYSTEMML-1937
URL: https://issues.apache.org/jira/browse/SYSTEMML-1937
Project: SystemML
Issue Type: New
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Janardhan commented on SYSTEMML-1649:
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Hi [~nilmeier], I have added a test class for {{GLM.dml}}
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Janardhan reassigned SYSTEMML-1865:
---
Assignee: Janardhan
> Add MLContext test class for SVM scripts
>
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https://issues.apache.org/jira/browse/SYSTEMML-888?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16178154#comment-16178154
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Janardhan edited comment on SYSTEMML-888 at 9/24/17 11:04 AM:
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Reopening
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Janardhan reopened SYSTEMML-888:
Reopening this issue to address
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Janardhan commented on SYSTEMML-1649:
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Hi Jerome, the unit test for {{GLM.dml}} is passing now, and
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https://issues.apache.org/jira/browse/SYSTEMML-1883?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan updated SYSTEMML-1883:
Description: (Based on discussion in list) Let us try a java-based UDF to
efficiently implement
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Janardhan commented on SYSTEMML-1883:
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cc [~nakul02] [~niketanpansare].
> Add XOR built in
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Janardhan updated SYSTEMML-979:
---
Description:
Main paper:
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Janardhan updated SYSTEMML-979:
---
Description:
Main paper:
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Janardhan updated SYSTEMML-1883:
Description: (Based on discussion in list) Try a java-based UDF to
efficiently implement this
Janardhan created SYSTEMML-1883:
---
Summary: Add XOR built in operator
Key: SYSTEMML-1883
URL: https://issues.apache.org/jira/browse/SYSTEMML-1883
Project: SystemML
Issue Type: Sub-task
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https://issues.apache.org/jira/browse/SYSTEMML-1868?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan reassigned SYSTEMML-1868:
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Assignee: Janardhan
> Add MLContext test class for ALS scripts
>
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https://issues.apache.org/jira/browse/SYSTEMML-1866?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan reassigned SYSTEMML-1866:
---
Assignee: Janardhan
> Add MLContext test class for GLM scripts
>
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https://issues.apache.org/jira/browse/SYSTEMML-280?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16143061#comment-16143061
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Janardhan commented on SYSTEMML-280:
Hi, this paper might be of some help here [Stable and Efficient
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Janardhan commented on SYSTEMML-984:
Recently, when I am trying to find the literature for
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https://issues.apache.org/jira/browse/SYSTEMML-1216?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16142868#comment-16142868
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Janardhan commented on SYSTEMML-1216:
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CPU version is addressed by
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https://issues.apache.org/jira/browse/SYSTEMML-1216?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Janardhan updated SYSTEMML-1216:
Description:
SystemML currently provides several local matrix decompositions (qr(), lu(),
Janardhan created SYSTEMML-1869:
---
Summary: Add MLContext test class for Logistic regression algorithm
Key: SYSTEMML-1869
URL: https://issues.apache.org/jira/browse/SYSTEMML-1869
Project: SystemML
Janardhan created SYSTEMML-1868:
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Summary: Add MLContext test class for ALS scripts
Key: SYSTEMML-1868
URL: https://issues.apache.org/jira/browse/SYSTEMML-1868
Project: SystemML
Issue Type:
Janardhan created SYSTEMML-1867:
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Summary: Add MLContext test class for survival analysis algorithms
Key: SYSTEMML-1867
URL: https://issues.apache.org/jira/browse/SYSTEMML-1867
Project: SystemML
Janardhan created SYSTEMML-1865:
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Summary: Add MLContext test class for SVM scripts
Key: SYSTEMML-1865
URL: https://issues.apache.org/jira/browse/SYSTEMML-1865
Project: SystemML
Issue Type:
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https://issues.apache.org/jira/browse/SYSTEMML-1811?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel=16121208#comment-16121208
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Janardhan commented on SYSTEMML-1811:
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Thanks Matthias Boehm for helping me understand these
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