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Factorization machines#172

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martincousi wants to merge 69 commits intoNicolasHug:user_item_featuresNicolasHug/Surprise:user_item_featuresfrom martincousi:factorization-machinesmartincousi/Surprise:factorization-machinesCopy head branch name to clipboard

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Commits on Mar 26, 2018

• added asym_rmse and asym_mae

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• Merge pull request #1 from NicolasHug/master

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• Merge pull request #2 from martincousi/asymetric-measures

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Commits on Mar 27, 2018

• disable print in AlgoBase.compute_baselines()

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Commits on Mar 28, 2018

• Cancel printing of computation of similarities

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• Cancel printing of similiraty computation

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Commits on Mar 29, 2018

• add load_features_df() method

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• modified construct_trainset() and load_features_df()

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• modified Trainset.__init__()

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• corrected bugs in print statement

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Commits on Mar 30, 2018

• use user_features_nb to test if initialized

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• revert back changes to accuracy.py

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• revert back changes to AlgoBase

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• Update .gitignore

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• Update .gitignore

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• fixed python 2 compatibility

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Commits on Apr 4, 2018

• construction of Lasso.fit()

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• modified predict and estimate methods

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• include features in testset and prediction objects

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• update matrix factorization estimate method

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• adapt estimate methods for all prediction algorithms

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Commits on Apr 5, 2018

• add sklearn arguments to Lasso

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• single underscore for dummy variable

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• update documentation for Lasso and change filename

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• correct conflict with master

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• add interaction terms in Lasso

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• add interaction terms to Lasso.estimate

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• correct conflicts with master

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• correct verbose conflicts in knns

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• add add_interactions to self in Lasso

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• change add_interactions fn name

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• remove add_interactions_fn

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• correct bad index

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• pep8 and description

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• add feature labels

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• resolve conflicts

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• remove Lasso

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• Merge branch 'master' into features-dataset

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• Merge pull request #3 from martincousi/features-dataset

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• Revert "Features dataset"

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• Merge pull request #4 from martincousi/revert-3-features-dataset

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• Revert "Revert "Features dataset""

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• Merge pull request #5 from martincousi/revert-4-revert-3-features-dataset

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• add lasso

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• Merge pull request #6 from martincousi/lasso

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Commits on Apr 6, 2018

• Merge pull request #7 from NicolasHug/master

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Commits on Apr 9, 2018

• add factorization_machines.py

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Commits on Apr 11, 2018

• add FMAlgo and FMBasic

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Commits on Apr 12, 2018

• solve bugs

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• add indication of features in Prediction

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Commits on Apr 13, 2018

• add FMBasic based on polylearn

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• Remove features from Prediction

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• changed tests

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• correct tests

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• correct tests

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• correct FMBasicPL

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Commits on Apr 20, 2018

• add tests for datasets with features

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• add test for missing user or item features

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Commits on Apr 24, 2018

• Add doc to FMBasic and FMBasicPL

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Commits on Apr 25, 2018

• Add FMImplicit and FMExplicit

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• Add FMFeatures

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Commits on May 28, 2019

• Added incomplete implementation of FM (without sample_weights)

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Commits on May 29, 2019

• Implemented FM with Pytorch

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• Removed FM deprecated implementations

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• Added dev set functionnality to FM

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• Update linear.py

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• Merge remote-tracking branch 'origin/lasso' into factorization-machines

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• Change Baseline_only default verbose value

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Commits on Jun 3, 2019

• Updated tests

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