├── Challenges ├── EvaluateUserCF-Exploration.py ├── EvaluateUserCF-Outliers.py ├── EvaluatedAlgorithm.py ├── EvaluationData.py ├── Evaluator.py ├── MovieLens.py ├── MovieLens2.py ├── MovieLens3.py ├── RBM.py ├── RBMAlgorithm.py ├── RBMBakeOff.py └── RecommenderMetrics.py ├── CollaborativeFiltering ├── EvaluateUserCF.py ├── EvaluatedAlgorithm.py ├── EvaluationData.py ├── Evaluator.py ├── KNNBakeOff.py ├── MovieLens.py ├── RecommenderMetrics.py ├── SimpleItemCF.py └── SimpleUserCF.py ├── ContentBased ├── ContentKNNAlgorithm.py ├── ContentRecs.py ├── EvaluatedAlgorithm.py ├── EvaluationData.py ├── Evaluator.py ├── LLVisualFeatures13K_Log.csv ├── MovieLens.py └── RecommenderMetrics.py ├── DeepLearning ├── AutoRec.py ├── AutoRecAlgorithm.py ├── AutoRecBakeOff.py ├── EvaluatedAlgorithm.py ├── EvaluationData.py ├── Evaluator.py ├── MovieLens.py ├── RBM.py ├── RBMAlgorithm.py ├── RBMBakeOff.py ├── RBMTuning.py └── RecommenderMetrics.py ├── DeepLearningIntro ├── Keras-CNN.ipynb ├── Keras-RNN.ipynb ├── Keras.ipynb ├── PandasTutorial.ipynb ├── PoliticsExercise.ipynb ├── Tensorflow.ipynb ├── house-votes-84.data.txt └── house-votes-84.names.txt ├── Evaluating ├── MovieLens.py ├── RecommenderMetrics.py └── TestMetrics.py ├── Framework ├── EvaluatedAlgorithm.py ├── EvaluationData.py ├── Evaluator.py ├── MovieLens.py ├── RecommenderMetrics.py └── RecsBakeOff.py ├── GettingStarted ├── GettingStarted.py ├── MovieLens.py └── Python101.ipynb ├── Hybrid ├── ContentKNNAlgorithm.py ├── EvaluatedAlgorithm.py ├── EvaluationData.py ├── Evaluator.py ├── HybridAlgorithm.py ├── HybridTest.py ├── LLVisualFeatures13K_Log.csv ├── MovieLens.py ├── RBM.py ├── RBMAlgorithm.py └── RecommenderMetrics.py ├── IntroToPython ├── PandasTutorial.ipynb └── Python101.ipynb ├── LICENSE ├── MatrixFactorization ├── EvaluatedAlgorithm.py ├── EvaluationData.py ├── Evaluator.py ├── MovieLens.py ├── RecommenderMetrics.py ├── SVDBakeOff.py └── SVDTuning.py ├── README.md └── ScalingUp ├── MovieLens.py ├── 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