Notebooks

Notebook name Colab button nbviewer
00 Overview Open In Colab Open In nbviewer
01 Train Recommendations AdHoc Open In Colab Open In nbviewer
01 Validating And Importing User Item Interaction Data Open In Colab Open In nbviewer
02 Creating And Evaluating Solutions Open In Colab Open In nbviewer
02 Recommenders Retrieval AdHoc Open In Colab Open In nbviewer
02 Train Recommendations ScriptMode Open In Colab Open In nbviewer
03 Deploying Campaigns And Interacting Open In Colab Open In nbviewer
03 Optimize Recommendations Open In Colab Open In nbviewer
03 Recommenders Ranking AdHoc Open In Colab Open In nbviewer
04 Clean Up Resources Open In Colab Open In nbviewer
04 Deploy Recommendations REST Endpoint Open In Colab Open In nbviewer
04 Featurization Open In Colab Open In nbviewer
04 Prepare Dataset Recommend Open In Colab Open In nbviewer
05 Context Features Open In Colab Open In nbviewer
05 Train Model Recommend Open In Colab Open In nbviewer
05 Train Multitask Recommendations AdHoc Open In Colab Open In nbviewer
06 Deep Recommenders Open In Colab Open In nbviewer
06 Predict Model Recommend Open In Colab Open In nbviewer
06 Train Multitask Recommendations ScriptMode Open In Colab Open In nbviewer
07 Multitask Open In Colab Open In nbviewer
07 Optimize Multitask Recommendations Open In Colab Open In nbviewer
08 Deploy Multitask Recommendations REST Endpoint Open In Colab Open In nbviewer
09 Recommendation Overview Open In Colab Open In nbviewer
09 Train Spark Recommendations ScriptMode Open In Colab Open In nbviewer
10 Recommendation Prepare User Item Dataset Open In Colab Open In nbviewer
11 Recommendation Matrix Factorization Open In Colab Open In nbviewer
12 Recommendation Matrix Factorization Explanation Open In Colab Open In nbviewer
13 Recommendation Train Model Open In Colab Open In nbviewer
14 Recommendation Prepare Item Metadata Dataset Open In Colab Open In nbviewer
15 Recommendation Deploy Open In Colab Open In nbviewer
16 Recommendation Predict Open In Colab Open In nbviewer
17 Recommendation Clean Up Open In Colab Open In nbviewer
2021 04 20 Dl Retrieval Open In Colab Open In nbviewer
2021 04 21 Rec Algo Ncf Pytorch Pyy0715 Open In Colab Open In nbviewer
2021 04 22 Vowpal Wabbit Contextual Recommender Open In Colab Open In nbviewer
2021 04 23 Similar Product Recommender Open In Colab Open In nbviewer
2021 04 24 Recommendation Node2vec Open In Colab Open In nbviewer
2021 04 24 Rec Medium Word2vec Open In Colab Open In nbviewer
2021 04 25 Recommender Implicit Negative Feedback Open In Colab Open In nbviewer
2021 04 26 Sequence Aware Recommenders Music Open In Colab Open In nbviewer
2021 04 27 Image Similarity Recommendations Open In Colab Open In nbviewer
99 01 Validating And Importing User Item Interaction Data Open In Colab Open In nbviewer
99 02 Validating And Importing Item Metadata Open In Colab Open In nbviewer
99 03 Creating And Evaluating Solutions Open In Colab Open In nbviewer
99 04 Deploying Campaigns And Filters Open In Colab Open In nbviewer
99 05 Interacting With Campaigns And Filters Open In Colab Open In nbviewer
99 06 Clean Up Resources Open In Colab Open In nbviewer
Validating And Importing Item Metadata Open In Colab Open In nbviewer
Als Bqml Open In Colab Open In nbviewer
Als Bqml Hybrid Open In Colab Open In nbviewer
Amazon Open In Colab Open In nbviewer
Amazon Graph Mf Nlp Open In Colab Open In nbviewer
Amazonmusic Open In Colab Open In nbviewer
Amazonmusic2 Open In Colab Open In nbviewer
Amazonmusic Caserec Open In Colab Open In nbviewer
Bookcrossing Open In Colab Open In nbviewer
Booking Challenge WSDM2021 Open In Colab Open In nbviewer
Cfmodel Softmax Model Solution Open In Colab Open In nbviewer
Composertriggered Open In Colab Open In nbviewer
Content Based By Hand Open In Colab Open In nbviewer
Content Based Preproc Open In Colab Open In nbviewer
Content Based Using Neural Networks Open In Colab Open In nbviewer
Coursetalk Nonpersonalized Open In Colab Open In nbviewer
Douban Social Open In Colab Open In nbviewer
Endtoend Open In Colab Open In nbviewer
Goodreads Lightfm Open In Colab Open In nbviewer
Groceries Open In Colab Open In nbviewer
Grocery Recommendations Open In Colab Open In nbviewer
Hackernews Open In Colab Open In nbviewer
Handson Deep Learning Retrieval Open In Colab Open In nbviewer
Hybrid Recommendations Open In Colab Open In nbviewer
Hybrid Recommendations Preproc Open In Colab Open In nbviewer
Kafka Pyspark Open In Colab Open In nbviewer
Matrix Factorization Open In Colab Open In nbviewer
Mentor Recommender Open In Colab Open In nbviewer
Ml 100k2 Open In Colab Open In nbviewer
Ml 100k Open In Colab Open In nbviewer
Movie Poster Detection Open In Colab Open In nbviewer
Movie Recommender Open In Colab Open In nbviewer
Movie Recommender Collaborative Open In Colab Open In nbviewer
Movielens 100k Open In Colab Open In nbviewer
Movielens 100k Cornac Open In Colab Open In nbviewer
Movielens 1m Wordcloud Open In Colab Open In nbviewer
Movielens Explicit Open In Colab Open In nbviewer
Movielens Fm Aws Sagemaker Open In Colab Open In nbviewer
Movielens Fm Knn Sagemaker Open In Colab Open In nbviewer
Movielens Hetrec Contextual Libfm Open In Colab Open In nbviewer
Movielens Implicit Open In Colab Open In nbviewer
Movielens Latest Open In Colab Open In nbviewer
Movielens Latest Als Open In Colab Open In nbviewer
Movielens Pytorch Open In Colab Open In nbviewer
Movielens Pytorch Matrixfactorization Open In Colab Open In nbviewer
Movielens Sagemaker Open In Colab Open In nbviewer
Movielens Surprise Nlp Open In Colab Open In nbviewer
Movielens Tensorflow Open In Colab Open In nbviewer
Movielens Tensorflow Official Open In Colab Open In nbviewer
Music Recommender Pyspark Open In Colab Open In nbviewer
Netflix Open In Colab Open In nbviewer
Netflix2 Open In Colab Open In nbviewer
Preferredai 01 Introduction Open In Colab Open In nbviewer
Preferredai 02 Neighborhood Open In Colab Open In nbviewer
Preferredai 03 Matrix Factorization Open In Colab Open In nbviewer
Preferredai 04 Implicit Feedback Open In Colab Open In nbviewer
Preferredai 05 Multimodality Open In Colab Open In nbviewer
Preferredai 06 Contextual Awareness Open In Colab Open In nbviewer
Preferredai 07 Explanations Open In Colab Open In nbviewer
Preferredai 08 Retrieval Open In Colab Open In nbviewer
Preferredai 09 Deep Learning Open In Colab Open In nbviewer
Product Review Collaborative Open In Colab Open In nbviewer
Rec Tut Contentbased Imgsim Shirts Open In Colab Open In nbviewer
Rec Tut Rees46 Nvidia Open In Colab Open In nbviewer
Rec Algo Ncf Mxnet D2ai Open In Colab Open In nbviewer
Rec Algo Ncf Pytorch Pyy0715 Open In Colab Open In nbviewer
Rec Algo Ncf Pytorch Yihongchen Open In Colab Open In nbviewer
Rec Algo Ncf Tensorflow1 X Fdb78 Open In Colab Open In nbviewer
Rec Concept Retrieval Preferredai Open In Colab Open In nbviewer
Rec Tool Elliot Basics Open In Colab Open In nbviewer
Recsys Streamlit App Open In Colab Open In nbviewer
Retailrocket Open In Colab Open In nbviewer
SongMSD Open In Colab Open In nbviewer
Triplet Keras Open In Colab Open In nbviewer
Trivago 001 Itempop Open In Colab Open In nbviewer
Trivago 002 Benchmark Open In Colab Open In nbviewer
Turicreate Open In Colab Open In nbviewer
Twitter Nvtabular Open In Colab Open In nbviewer
Visual Content Based Sagemaker Open In Colab Open In nbviewer
Wals Open In Colab Open In nbviewer
Wals Tft Open In Colab Open In nbviewer
Yelp Open In Colab Open In nbviewer
Yoochoose Open In Colab Open In nbviewer
Yoochoose2 Open In Colab Open In nbviewer
Yoochoose Eda Open In Colab Open In nbviewer
Yoochoose Eda 2 Open In Colab Open In nbviewer
Yoochoose Matrixnet Open In Colab Open In nbviewer
Yoochoose Pytorch Geometric Open In Colab Open In nbviewer