linkedin / photon-ml

A scalable machine learning library on Apache Spark

linkedin/photon-ml Issues

Cannot build photon-ml with Java 11
Updated 2 years ago3
Using/Refactoring for Standalone Model Runs in Spark-Scala
Closed 3 years ago2
The best model's RMSE score doesn't match ..
Updated 3 years ago1
featureShardConfigurations when scoring a mixed effects model with random intercept only
Updated 3 years ago1
style sheet missing
Updated 3 years ago
Examples for hyperparameter tuning
Closed 4 years ago5
GameTrainingDriver will not run
Updated 4 years ago2
Value modelsRDD in class RandomEffectModel cannot be accessed
Updated 5 years ago2
GLMix in tensorflow
Updated 5 years ago1
'model-metadata.json' not saved in GCS
Updated 5 years ago1
Can't run a GAME
Closed 5 years ago5
Example of a Mixed effects model?
Closed 5 years ago4
Getting exception while fitting the Random Effect Model
Closed 5 years ago3
Receiving ClassCastException in getGameDatumFromRow
Closed 5 years ago4
GaussianProcessSearch does not substract mean from the prior evaluations
Closed 5 years ago1
Item-item Similarity
Closed 6 years ago1
TRON Optimizer Does Not Support Coefficient Constraints
Closed 6 years ago
Variances in FixedEffectsModel are Scaled Oddly
Closed 6 years ago5
error in running job:"Exception in thread "main" java.lang.NoClassDefFoundError: scala/collection/GenTraversableOnce$class"
Closed 6 years ago3
Exception in thread "main" java.lang.NoClassDefFoundError: scala/collection/GenTraversableOnce$class
Closed 6 years ago
Configuration for nested random effects
Closed 6 years ago5
How can i get the avro format of dataset movielens?
Closed 6 years ago1
Creating intercept-only models with new changes
Closed 7 years ago15
Help needed on using the GAME API
Closed 7 years ago2
The validateDataFrame function pulls entire dataset into Driver
Closed 7 years ago1
Issue with writing to S3 from Photon-ML
Closed 7 years ago
Inconsistency in OptimizerState between photon-api and photon-ml
Closed 7 years ago2
Track IDs of random effects that fail to converge
Updated 7 years ago
I have a question about the model
Closed 7 years ago4
Use mean loss instead of sum loss in Game [backward incompatible]
Updated 7 years ago
GameEstimator.fit should have the same semantics as spark.ml Predictor fit w.r.t. intercept terms
Updated 7 years ago
Remove RDD Ownership
Updated 7 years ago
Enumeration Consistency
Updated 7 years ago
help for reproducing the results in the paper
Closed 7 years ago5
Break up and simplify the `optimize` function in CoordinateDescent
Updated 7 years ago
Tutorial source missing
Closed 7 years ago4
Refactor computation of means for Game linear/logistic regression models
Closed 7 years ago
Output directory cleaning after consecutive runs of the same GAME training workflow
Closed 7 years ago3
Print better error message when scoring driver does not find model(s) in the model input directory
Closed 7 years ago1
photon-ml really can support large-scale ID class features?
Closed 7 years ago12
Why cannot find the model-diagnostic.html file after finishing my job?
Closed 8 years ago3
Remove dependency on org.apache.spark.Logging
Closed 7 years ago4
Add Parquet for GAME model training/scoring
Updated 7 years ago5
GAME warm-start training
Closed 7 years ago1
Add normalization to HessianDiagonalAggregator
Updated 7 years ago6
Additional documentation for aggregators and normalization
Closed 6 years ago1
Track best model in GAME
Closed 7 years ago
Remove @author in all source files
Closed 8 years ago4
Be more explicit when logging the evaluation results
Closed 8 years ago
Model training and scoring with multiple evaluators
Closed 8 years ago