Page Index - ShifuML/shifu GitHub Wiki

148 page(s) in this GitHub Wiki:

• Home
• Documents
• 8. Shifu 0.2.4 Improvements
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• Assembling models Shifu combo
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• Correlation Computing in Shifu
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• CSV Format Support in Shifu
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• Distributed Logistic Regression Training in Shifu
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• Distributed Neural Network Training in Shifu
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• Distributed TensorFlow On Shifu
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• Distributed Tree Ensemble Model Training in Shifu
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• DOWNLOAD
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• Dropout Support in NN and GBDT
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• Filter Expressions Testing for Train Dataset or Eval Dataset
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• Grid Search And Random Search Support in Shifu
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• How to Deploy a Shifu Model to Production
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• licence
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• Machine Learning Libraries
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• Machine Learning Pipeline in Shifu
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• Multi task Learning on Shifu
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• Multiple Classification Support in Shifu
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• Native Bagging Modeling Framework
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• PMML Evaluator
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• PMML model
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• Sampling & Filtering in Shifu Training Step
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• Segment Expansion for New Feature Generation
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• Shifu 0.2.4 Embedded ZooKeeper Support
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• Shifu 0.2.4 MunroPat Binning Algorithm
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• Shifu 0.2.4 Sensitivity Analysis
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• Shifu 0.2.4 SPDT Binning Algorithm
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• Shifu 0.2.4 Work Flow Change
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• Shifu 0.2.4 PMML NN Model Output
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• Shifu 0.2.4 Improvements
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• Shifu 0.2.5 Continuous Model Training
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• Shifu 0.2.5 Deprecate hadoopJobParallel in shifuconfig
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• Shifu 0.2.5 Eval Step Scalability Improvement
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• Shifu 0.2.5 Sensitivity Analysis Improvement
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• Shifu 0.2.5 Stats Step Scalability Improvement
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• Shifu 0.2.5 Support Missing Value As a Bin
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• Shifu 0.2.5 Support Same Column Name
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• Shifu 0.2.5 Training Step Improvement
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• Shifu 0.2.5 Upgrade Guagua to Latest Version
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• Shifu 0.2.5 WoE Transform
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• Shifu 0.2.5 Improvements
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• Shifu 0.2.6 Add Skewness and Kurtosis Stats
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• Shifu 0.2.6 Auto detect Variable Type
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• Shifu 0.2.6 Others
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• Shifu 0.2.6 Improvements
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• Shifu 0.2.7 Binning Improvement
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• Shifu 0.2.7 Distributed LR Algorithm Improvement (Experimental)
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• Shifu 0.2.7 Multiple classes NN Algorithm Improvement (Experimental)
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• Shifu 0.2.7 Norm Step Improvement
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• Shifu 0.2.7 Pig on Tez Support
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• Shifu 0.2.7 Sampling Function Improvement
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• Shifu 0.2.7 Stats Step Improvement
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• Shifu 0.2.7 Train Step Improvement
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• Shifu 0.2.7 Variable Selection Step Improvement
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• Shifu 0.2.7 Improvements
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• Shifu 0.2.X
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• Shifu 0.3.X
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• Shifu Best Practices FAQ
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• Shifu How To
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• Shifu Plugin Encog
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• Shifu Plugin Mahout
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• Shifu Plugin Spark
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• System Optimization to Accelerate Distributed Model Training
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• Train Regression Model in Shifu
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• Transfer Learning in Shifu
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• Tree Ensemble Model in Shifu 0.9.X
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• Tutorial Build Your First ML Model
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• Tutorial Build Your First WDL Model
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• Variable Binning in Shifu
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• Variable select based on file
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• Variable Selection in Shifu
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• Variable Transform in Shifu
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• Wide & Deep Learning on Shifu
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