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TransmogrifAI
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
https://transmogrif.ai
BSD 3-Clause "New" or "Revised" License
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@W-8256900@ read via local filesystem addendum to #521
#522
gerashegalov
closed
3 years ago
0
Fix local file system handling
#521
gerashegalov
closed
3 years ago
0
Caused by: java.lang.ClassCastException: java.lang.Double cannot be cast to java.lang.String at com.salesforce.op.features.types.FeatureTypeSparkConverter$$anonfun$2.apply(FeatureTypeSparkConverter.scala:146)
#520
hjfrank1991
opened
3 years ago
9
Using spark metadata ser and des to json for metadata
#519
leahmcguire
closed
3 years ago
0
MultiClassClassificationModelsToTry and BinaryClassificationModelsToTry not contains OpMultilayerPerceptronClassifier
#518
hjfrank1991
opened
3 years ago
2
Allow metadata to be preserved on features extracted from dataframes
#517
leahmcguire
closed
3 years ago
1
Save model locally and convert to zip before moving to final path and do the reverse for loading
#516
leahmcguire
closed
3 years ago
6
Add topk metrics for multiclass classifier
#515
marksho-sfdc
closed
3 years ago
2
Model saving and loading behavior changed since #475
#514
koertkuipers
closed
3 years ago
1
singleton method initialization
#513
gerashegalov
closed
4 years ago
1
Experiment with OpenNLP Language detection
#512
gerashegalov
closed
3 years ago
4
Update code owners
#511
Jauntbox
closed
4 years ago
2
Fix binary classification threshold metrics non-determinism
#510
Jauntbox
closed
4 years ago
2
Moved some multilabel stages to public repo. These stages convert the indexed probabilities predicted to named classes with probabilities.
#509
leahmcguire
closed
4 years ago
1
Incorporate name detection into SmartTextVectorizer
#508
Jauntbox
closed
3 years ago
2
doc suggestions 1.0
#507
rpanosSFDC
closed
4 years ago
2
Add code of conduct and security files
#506
nicodv
closed
4 years ago
1
changed to look specifically for part files rather than listing the files and searching through them
#505
leahmcguire
closed
4 years ago
6
cannot be cast to [Lcom.salesforce.op.stages.impl.feature.TextStats;
#504
vanlinhnguyen
opened
4 years ago
5
Making predictive models work with local load of wrapped spark models
#503
leahmcguire
closed
4 years ago
1
load workflows without spark context directly into MLeap transformers
#502
leahmcguire
closed
4 years ago
0
Refactor flaky local scoring tests
#501
Jauntbox
closed
4 years ago
3
Update docs to refer to Spark 2.4
#500
tovbinm
closed
4 years ago
2
Did the documentation site's domain name expire?
#499
paulkass
closed
4 years ago
2
Fix flaky XGB take 2
#498
TuanNguyen27
closed
4 years ago
2
Avoid hardcoded default evaluators in ModelSelectors
#497
nicodv
closed
4 years ago
1
Add signed percentage error histogram to regression evaluator
#496
nicodv
closed
4 years ago
2
transmogrifai model to pmml
#495
anhuaxiang
closed
4 years ago
2
Fix OpWorkflowModelLocalTest due to flaky XGBoost training
#494
TuanNguyen27
closed
4 years ago
2
Replace the Boston housing data set
#493
nicodv
opened
4 years ago
0
Add thresholded confusion matrix elements to binary classification metrics
#492
Jauntbox
closed
4 years ago
2
Rename whitelist/blacklist to allowlist/blocklist
#491
nicodv
closed
4 years ago
1
Let user specify feature importance type for XGBoost
#490
TuanNguyen27
closed
4 years ago
1
Train a XGBoost model and use it to score to test MLeap compatability
#489
TuanNguyen27
closed
4 years ago
1
Unable to import import com.salesforce.op._ on Spark Magic (Jupyter Notebook)
#488
ahlag
closed
4 years ago
2
Replace empty XGBoost feature importance with a vector of zeros
#487
TuanNguyen27
closed
4 years ago
1
Simplified selectExistingPaths
#486
sakhuja
closed
4 years ago
5
Fix code styling issues
#485
tovbinm
closed
4 years ago
4
Expose derived feature value in model insights
#484
TuanNguyen27
closed
4 years ago
4
Make AvroInOut#selectExistingPaths more robust and readable
#483
gerashegalov
closed
4 years ago
2
0.7.0 release aftercare
#482
nicodv
closed
4 years ago
0
0.7.0 release
#481
nicodv
closed
4 years ago
2
demo in java language
#480
wangyu4882
closed
4 years ago
1
put feature feature corr behind flag
#479
leahmcguire
closed
4 years ago
1
Enable Html stripping
#478
michaelweilsalesforce
closed
4 years ago
4
Lift upperBound on # of hash features
#477
TuanNguyen27
closed
4 years ago
1
Remove duplicate features using sanity checker feature to feature correlations
#476
leahmcguire
closed
4 years ago
3
Write and read Spark stages to/from MLeap instead of Spark classes
#475
leahmcguire
closed
4 years ago
9
ignoring cardinality in modelinsights serialization
#474
winterslu
closed
4 years ago
3
Add categorical detection to be coverage based in addition to unique count based
#473
michaelweilsalesforce
closed
4 years ago
3
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