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Docs and samples for the API reference site (P0 & P1 Trainers) #2522

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shmoradims opened this issue Feb 13, 2019 · 0 comments
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Docs and samples for the API reference site (P0 & P1 Trainers) #2522

shmoradims opened this issue Feb 13, 2019 · 0 comments
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shmoradims commented Feb 13, 2019 •
edited by ganik

List of trainers per catalog

BinaryClassification.Trainers

BinaryClassification Trainers Category Priority Docs (1st pass) Docs (2nd pass) Samples (1st pass) Samples (2nd pass)
AveragedPerceptron Linear 0 Shahab #2517 Done Shahab #3310  Shahab #2517  Artidoro #3311
LogisticRegression Linear 0 Wei-Sheng #3385  Done Wei-Sheng #3385   ZeeshanA #3099  Artidoro #3311
Stochastic GradientDescent Linear 0 Shahab #2688  @codemzs #3392 Shahab #2688  Artidoro #3311
StochasticDual CoordinateAscent Linear 0 Shahab #2771  @codemzs #3395 Shahab #2771  Artidoro #3311
SymbolicStochastic GradientDescent Linear 0 Ivan  @codemzs #3396      Artidoro #3311
LightGbm Tree 0 Shahab #2886 Done @codemzs #3397 Shahab #2729  Artidoro #3311
FastTree Tree 0 Shahab #2970 Done @codemzs #3398  Shahab #3035  Artidoro #3311
FastForest Tree 0 Shahab #2970 Done @codemzs #3399  Shahab #3035  Artidoro #3311
Field Aware FactorizationMachine FFM 0 Wei-Sheng #3374 Done Wei-Sheng #3374  #3312 Wei-Sheng  Wei-Sheng #3374  
Generalized AdditiveModels GAM 1 Shahab #2970 Done @codemzs #3425 @codemzs    Artidoro #3311
Linear Support VectorMachines Linear 2 Yael  Done #3401 Yael     Artidoro #3311
Prior Baseline 2 Aridoro #2510 Done  @codemzs #3426 Artidoro #2510  Artidoro #3311

MulticlassClassification.Trainers

MulticlassClassification Trainers Category Priority Docs (1st pass) Docs (2nd pass) Samples Samples (2nd pass)
Lbfgs MaximumEntropy Linear 0 Wei-Sheng #3389 Done Wei-Sheng #3389   Artidoro#3322
Sdca Max Ent Linear 0 Shahab #2771 Done Wei-Sheng #3433  #2771 Artidoro #3322
Sdca Non Calibrated Linear 0   Done Wei-Sheng #3433    Artidoro #3322
LightGbm Tree 0 Shahab #2886 Done @codemzs #3427  #2729 Artidoro #3322
OneVersusAll Meta 0 Gani Done Done Gani #3387  Done Artidoro #3322
PairwiseCoupling Meta 1 Gani Done Done Gani #3387 Done Artidoro #3322
NaiveBayes Linear 2 Gani Done Done Gani #3387 Done Artidoro #3322

Regression.Trainers

Regression.Trainers Category Priority Docs (1st pass) Docs (2nd pass) Samples Samples (2nd pass)
StochasticDual CoordinateAscent Linear 0 Shahab #2771 @codemzs #3403 #2771 Wei-Sheng #3319
PoissonRegression Linear 0 Shahab #3059 Done @codemzs #3404   #3067 Wei-Sheng #3319
OrdinaryLeastSquares Linear 0 Shahab #3059  Done @codemzs #3405 Done Wei-Sheng #3319
OnlineGradientDescent Linear 1 Shahab #3059  Done @codemzs #3422 #3067(#2425 needs to be fixed for the sample to be included Wei-Sheng #3319
LightGbm Tree 0 Shahab #2886  Done @codemzs #3410 #2729 Wei-Sheng #3319
FastForest Tree 0 Shahab #2970 Done @codemzs #3411  #2999 Wei-Sheng #3319
FastTree Tree 0 Shahab #2970 Done @codemzs #3412  #2999 Wei-Sheng #3319
FastTreeTweedie Tree 0 Shahab #2970 Done @codemzs #3414  #2999 Wei-Sheng #3319
Generalized AdditiveModels GAM 1 Rogan  Done @codemzs #3421 #2999 Wei-Sheng #3319

Misc catalogs

Catalog Trainer Priority Docs Docs (2nd pass) Samples Samples (2nd pass)
Clustering KMeans 0   Done Gani #3387   Artidoro #3317
AnomalyDetection RandomizedPca 1 Yael  @codemzs #3429  Done   Done
Ranking FastTree 2 Shahab #2970 Done @codemzs #3430    Artidoro #3338
Ranking LightGbm 2 Shahab #2886 Done @codemzs #3431  #2729 Artidoro #3338
Recommendation MatrixFactorization 1 Wei-Sheng #3409 Done Wei-Sheng #3409   Wei-Sheng #3362
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Towards #2522 - LinearSvmTrainer documentation (#3401)
9efe749 
* LinearSvmTrainer documentation

* Address code review comments
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