GitHub user HuJiayin reopened a pull request:
https://github.com/apache/spark/pull/9794
[SPARK-4036][MLlib]Add Conditional Random Fields (CRF) algorithm to Spark
MLlib
Conditional random fields (CRFs) are a class of statistical modelling
method often applied in pattern recognition and machine learning, where they
are used for structured prediction. I referenced the CRF++ for this
implementation.
You can merge this pull request into a Git repository by running:
$ git pull https://github.com/HuJiayin/spark crf
Alternatively you can review and apply these changes as the patch at:
https://github.com/apache/spark/pull/9794.patch
To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:
This closes #9794
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commit d2db10cb5d01068761d8c927df2a69066c54faf4
Author: HuJiayin <[email protected]>
Date: 2015-11-18T05:04:42Z
crf
commit 34b7cea4350bf14c22a5b43cc7a43be39b8dc281
Author: HuJiayin <[email protected]>
Date: 2015-11-18T06:35:03Z
crf
commit 5d116903a8c4f05db2462bd895f4cceea82d4a29
Author: HuJiayin <[email protected]>
Date: 2015-12-01T07:52:54Z
crf
commit ceac257491229f4afe0c2bd0372e913700bec5e9
Author: HuJiayin <[email protected]>
Date: 2015-12-02T02:33:37Z
crf
commit 08c98a087c5fded7325b8ee62699d4a36a30dc9f
Author: HuJiayin <[email protected]>
Date: 2015-12-03T08:29:43Z
crf
commit 87c6fffddaf20cf82852678a7d252df1c8dcf4c4
Author: HuJiayin <[email protected]>
Date: 2015-12-03T08:41:58Z
Merge branch 'master' of https://github.com/apache/spark into crf
commit 5e5e3e14b5dfd82c05691b44cd876b923117bbf2
Author: HuJiayin <[email protected]>
Date: 2015-12-16T00:50:09Z
crf(fix save load;refine unit test case)
commit 86ebec8717f8e10f0102b6cc6d6a5d31ebe01b22
Author: HuJiayin <[email protected]>
Date: 2015-12-17T08:37:48Z
crf add more test cases
commit 525eadbb12bfd901c939c13bbe955d22e152cc2b
Author: HuJiayin <[email protected]>
Date: 2016-01-07T03:37:09Z
fix file input from hdfs
commit c6f11a587ba7dd18edb14e63b5cf2b1a7c5f8d46
Author: HuJiayin <[email protected]>
Date: 2016-01-07T08:11:49Z
input
commit 731d015a2187cdbb5ad13dcd710d336dcc558fcc
Author: HuJiayin <[email protected]>
Date: 2016-01-07T08:19:39Z
input
commit b498cc41b72543cbdc6bc3bd54abf3f9ca3bca39
Author: HuJiayin <[email protected]>
Date: 2016-01-08T04:12:09Z
fix output
commit 38a857775807a38b7f92b3e21854994f0e4f3207
Author: HuJiayin <[email protected]>
Date: 2016-01-08T06:03:33Z
fixsaveload
commit 39a1be34fb9ddc900053a4cec5e4847c848bdd8c
Author: Jiayin Hu <[email protected]>
Date: 2016-01-08T06:24:28Z
Merge pull request #5 from HuJiayin/crf2
merge crf2 to crf
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