Notebooks

Notebook	Colab	nbviewer
T469984-Neural-Network-from-scratch.ipynb
2022-01-03-face-landmarks.ipynb
2021-07-28-audible-audiobook-recommender.ipynb
2022-01-16-rasa-colab.ipynb
2022-01-31-ncf-mxnet.ipynb
2022-01-16-biasedcoin.ipynb
models-dssm.ipynb
T961190-Coveo-Dataset-Loading-and-EDA.ipynb
2022-01-29-obj-det.ipynb
2022-01-11-personalize-datalayer.ipynb
Twitter-Sentiment-Analysis-with-BERT.ipynb
2022-01-13-listwise-ml.ipynb
models-fnfm.ipynb
2022-01-24-cartpole-torch.ipynb
2022-01-01-vehicle-detection.ipynb
reco-tut-aml-tpt-01-ml-1m-quickstart.ipynb
2021-07-18-autorec-movielens.ipynb
reco-tut-tf-us571202-tf-datasets.ipynb
2021-07-27-perform-feature-engineering-recsys.ipynb
reco-session-diginetica-01.ipynb
recommender-playground-packt.ipynb
reco-tut-gml-wiki-link-recommender-gcn-pytorch-geometric.ipynb
2021-06-17-recostep-tutorial-offline-replayer-eval-recogym-small.ipynb
T890631-Sign-Aware-Recommendation-Using-Graph-Neural-Networks-on-Amazon-Books-Dataset-in-PyTorch.ipynb
2022-02-01-mlflow-part2.ipynb
2021-07-27-amazon-personalize-workshop.ipynb
2022-01-12-slist-yoochoose.ipynb
models-groupim.ipynb
T582311-Coveo-Baseline-Model.ipynb
2022-01-27-defect-detection.ipynb
2022-02-01-grokking-maze.ipynb
2021-07-25-ipl-player-recommendation-knn.ipynb
reco-tut-poc-t2-dvc.ipynb
2021-07-28-feature-selection-on-quantum-computer.ipynb
recobase-us987772-runner.ipynb
datasets-beibei.ipynb
2021-07-22-ravelry-pattern-recommender.ipynb
reco-tut-bfr-00-launchpad.ipynb
2022-01-14-sess-retailrocket.ipynb
models-ncf.ipynb
models-xdeepfm.ipynb
2022-01-22-multiprocessing.ipynb
reco-tut-asr-99-01-non-personalised-and-stereotyped-recommendation.ipynb
T537179.ipynb
T617540-Caser-on-ML-1m-in-TF-2x.ipynb
2022-01-29-finbert.ipynb
T890478-Batch-Learning-from-Bandit-Feedback-BLBF.ipynb
T854417-Linear-Optimization-with-OR-Tools.ipynb
2022-01-20-lessr.ipynb
2021-07-12-yet-another-movie-recommender-pytorch.ipynb
recohut-tutorial-stage-build-a-simple-movie-recommender-with-tensorflow.ipynb
2022-01-30-glt-missing-link.ipynb
2022-01-14-pixellink.ipynb
utils-splitting.ipynb
datasets-tianchi.ipynb
2021-07-06-mooccube-course-recommender.ipynb
T883455-FM-on-Dota-in-PyTorch.ipynb
2022-01-23-nicf.ipynb
2022-01-27-deeplab.ipynb
2022-01-26-eda-ml-latest.ipynb
T781774-SASRec-on-ML-1m-in-TF-2x.ipynb
2021-07-25-ayuhealth-food-recommender.ipynb
2021-04-27-image-similarity-recommendations.ipynb
models-actor-critic.ipynb
reco-tut-mll-01-data-ingestion.ipynb
Wikipedia-RecSys.ipynb
models-dnn.ipynb
reco-frontend-dash.ipynb
2022-01-06-cancer-cv.ipynb
2022-01-21-movie-eda.ipynb
2021-07-27-amazon-personalize-poc-in-a-box.ipynb
models-vsknn.ipynb
reco-tut-asr-99-10-metrics-calculation.ipynb
2022-01-27-image-seg.ipynb
teacher-recommender.ipynb
2022-01-13-ae-ml.ipynb
2022-01-21-emde.ipynb
2022-01-24-gd.ipynb
recograph-02-pinsage-nowplaying-rs.ipynb
models-stosa.ipynb
2022-01-25-als-ml1m.ipynb
2021-06-12-vowpalwabbit-changing-context-part2.ipynb
T874693-Evaluating-Standard-Off-Policy-Estimators-with-Small-Sample-Open-Bandit-Dataset.ipynb
models-narm.ipynb
T942223-Creating-Running-and-Sharing-Docker-Container-Image-in-Kubernetes.ipynb
2022-01-18-sageconv.ipynb
T969284-Graph-Convolutional-Networks-using-only-NumPy.ipynb
reco-tut-csr-htr-lastfm-02.ipynb
T061971-Behavioral-testing-and-evaluation-of-the-Prod2vec-model-on-Coveo-dataset.ipynb
tensorflow-speaker-verification.ipynb
datasets-bases-basket.ipynb
2021-06-12-bandit-based-recommender-using-thompson-sampling.ipynb
udacity-abtest.ipynb
reco-tut-mll-04-knn-with-bins-decay.ipynb
models-lorentzfm.ipynb
reco-megafon-data-ingestion.ipynb
session-retail-trendyol.ipynb
2021-06-27-analytics-zoo-wideanddeep-movielens.ipynb
models-deepim.ipynb
2022-01-30-sgl-shallow-embedding.ipynb
reco-tut-cris-amzntools-04-data-preprocessing.ipynb
T664430-Incremental-Stochastic-Gradient-Descent.ipynb
models-mpm.ipynb
2021-06-23-collaborative-filtering-movielens-latest-small-02.ipynb
T702798-Building-an-RL-Agent-to-complete-tasks-on-the-web-Call-to-Action.ipynb
rl-policies-thompson-sampling.ipynb
rl-agents-ab-test-agent.ipynb
reco-tut-asr-99-08-matrix-factorization.ipynb
datasets-bases-ctr.ipynb
2022-01-25-bpr-recbole.ipynb
2022-01-27-booking-itempop.ipynb
2021-07-02-training-indexing-movie-recommender.ipynb
reco-tut-rec-olx-02-data-analysis.ipynb
T403235-Contextualized-Knowledge-Graph-Embedding.ipynb
2021-06-28-udacity-abtest-python.ipynb
models-bcq.ipynb
models-srgnn.ipynb
2022-01-31-simple-models.ipynb
2022-01-30-graph-properties.ipynb
T453493-Training-RL-Agent-in-Gridworld-with-Q-learning-method.ipynb
T799147-Preprocessing-of-RetailRocket-Dataset.ipynb
datasets-nowplaying.ipynb
2022-01-13-explainable-bpr-lastfm.ipynb
2021-08-07-simple-movie-recommender-app-streamlit.ipynb
2022-01-28-action-recog-finetune.ipynb
models-tagnn-pp.ipynb
2022-01-03-asr.ipynb
wikirecs-1-worker.ipynb
2022-01-20-sonar.ipynb
2021-07-07-groupby-ecommerce-implicit-recommender.ipynb
T949037-Hierarchical-RL-on-ML-100k.ipynb
reco-tut-cris-amzntools-01-data-ingestion.ipynb
2022-01-06-resale-prediction.ipynb
2022-01-20-rl-social.ipynb
2022-01-11-gmf-yelp.ipynb
2021-07-27-mab-product.ipynb
2021-07-13-evaluation-recometrics-lightfm.ipynb
T948935-deep-vae-recsys-filmtrust-tf.ipynb
2022-01-18-ieee.ipynb
T967215-Multiple-Retraining-Models-on-Sobazaar-dataset.ipynb
2021-06-28-step-by-step-ab-testing-guide.ipynb
2022-01-30-glt-community.ipynb
2021-07-01-causal-inference.ipynb
2022-01-16-retailrocket.ipynb
T643979-Learning-Node-Representations-from-Multiple-Social-Contexts.ipynb
2022-01-18-itemcf-movie.ipynb
T533231-Building-a-simple-Gridworld-Environment.ipynb
2021-06-24-spark-on-colab.ipynb
2021-06-23-collaborative-filtering-movielens-latest-small-06.ipynb
2022-01-20-nms.ipynb
T635579-Q-Learning-vs-SARSA-and-Q-Learning-extensions.ipynb
2021-04-21-rec-algo-ncf-pytorch-pyy0715.ipynb
2022-01-05-attention-gnn.ipynb
2022-02-01-mlflow-part4.ipynb
2022-01-13-baseliness-yoochoose.ipynb
T701717-Matrix-Factorization-with-SGD-and-ALS-on-ML-1m.ipynb
2022-01-04-trading.ipynb
2022-01-26-word2vec.ipynb
reco-tut-mlh-t2-pyreclab-library.ipynb
datasets-sample-session.ipynb
recobase-us987772-neural-graph-matching-01.ipynb
2022-01-13-listwise-retail.ipynb
T923925-IEEE-Challenge-2021-Track1-Session-aware-Recommendation-with-Transformer-MLP-Basic-Model.ipynb
reco-tut-nlpt-t1-text-classification.ipynb
2022-01-14-rec-ml1m.ipynb
T589782-Code-Driven-Introduction-to-Reinforcement-Learning.ipynb
reco-tut-asr-99-03-content-based-recommendations.ipynb
T711285-Data-Poisoning-Attack-using-LFM-and-ItemAE-on-Synthetic-Dataset.ipynb
T677598-DeepWalk-on-ML-100k.ipynb
2021-08-07-unit-test-jaccard-recommender.ipynb
models-bases-sequential.ipynb
models-prod2vec.ipynb
reco-tut-mlh-02-svd.ipynb
models-pnn.ipynb
2021-07-19-serving-cusine-recommender-at-edge-onnx.ipynb
reco-tut-mlh-t2-implicit-als-bpr.ipynb
2022-01-27-sentence-classification.ipynb
recograph-03-ngcf-gowalla.ipynb
2022-01-26-tfrs-olist.ipynb
2022-01-22-node2vec.ipynb
wikirecs-02-data-storage.ipynb
T541654-Group-Recommendations-with-Actor-critic-RL-Agent-in-MDP-Environment-on-ML-1m-Dataset.ipynb
2020-06-26-scene-text-recognition.ipynb
2022-01-23-bpr-movie.ipynb
reco-tut-ysr-02-preprocessing.ipynb
T465017-Shared-Bottom-in-Tensorflow.ipynb
models-layers-ou-noise.ipynb
2022-01-30-tag-reuters.ipynb
2022-01-19-dcn.ipynb
2021-07-27-offline-rl-replay.ipynb
T844978-ranking-models-ml1m-tf.ipynb
2022-01-23-diabetes.ipynb
2022-01-19-scikit-multiflow.ipynb
models-layers-graph.ipynb
2022-01-24-ml10m.ipynb
reco-tut-cris-amzntools-02-data-wrangling.ipynb
2022-01-25-kafka-colab.ipynb
2022-01-01-keyword-extraction.ipynb
T473399-Training-RL-Agent-in-CartPole-Environment-with-DQN-method.ipynb
reco-tutorials-prod-neural-matrix-factorization-from-scratch-in-pytorch.ipynb
reco-tut-fp-01-data-model.ipynb
reco-chef-30music-training-evaluation-scripting-itempop-model.ipynb
models-gmf.ipynb
models-sasrec.ipynb
2021-01-12-flower-classification.ipynb
2022-01-20-pytorch-production.ipynb
2021-07-29-artist-free-song-recommender.ipynb
2022-01-26-music-seq-data.ipynb
2021-04-24-rec-medium-word2vec.ipynb
2022-01-05-music-session-preprocess.ipynb
2022-01-06-imgsim-bandit.ipynb
reco-tut-cris-amzntools-06-model-recommender.ipynb
T811421-BPR-MF-on-ML-1m.ipynb
reco-session-booking-01.ipynb
2022-01-11-mf-ml.ipynb
reco-tut-asr-01-evaluation-version-1.ipynb
2022-01-14-cotrec-sess-retailrocket.ipynb
2021-07-03-movie-recommender-pytorch-embedding.ipynb
reco-tut-arr-03-preprocessing-variant-II.ipynb
2022-01-26-tagnn.ipynb
2022-01-29-movie-transformer.ipynb
2020-06-20-mongodb-to-csv-conversion.ipynb
2022-01-06-keras-ocr.ipynb
reco-chef-30music-train-eval-pipeline-itempop.ipynb
2021-07-04-tfrs-recommenders-olist.ipynb
2022-01-23-rl-sac.ipynb
models-siren.ipynb
T416527-NCF-on-ML-1m-in-TF-2x.ipynb
2022-01-06-easyocr.ipynb
timeseries-playground-gluon.ipynb
reco-tut-vrs-visrec-wikimedia-similar-image-recommender.ipynb
models-ccpm.ipynb
2022-01-26-lambda-learner.ipynb
T532530-Predicting-rewards-with-the-state-value-and-action-value-function.ipynb
2022-01-21-graph-benchmarks.ipynb
2021-07-24-storing-ml-features-using-feast.ipynb
T443945-Food-Preference-Recommender-on-WWEIA-dataset.ipynb
reco-tut-sor-t1-01-eda.ipynb
2022-01-29-obj-det-2.ipynb
models-factorization.ipynb
itempop-and-two-stage-recommender-on-mts-data.ipynb
T434099-Clustering-data-into-groups-using-K-means-and-DBSCAN.ipynb
behavioral-evaluation-of-prod2vec-on-movielens-1m.ipynb
2021-07-09-data-mining-similarity-measures.ipynb
2021-07-04-song-recommender-knn-svd-millionsongs.ipynb
reco-tut-ml-python-robust-python-data-classes.ipynb
T580632-MMoE-on-Census-income-data-in-Tensorflow.ipynb
2022-01-15-job-scraping.ipynb
2022-01-23-node2vec-tf.ipynb
T502282-RePlay-Library-Experiments-on-ML-1m-Part-1.ipynb
2021-07-19-rl-basics.ipynb
reco-tut-cris-amzntools-00-launchpad.ipynb
recograph-05-word2vec-amazon-electronics.ipynb
utils-encode.ipynb
models-nmf.ipynb
models-tagnn.ipynb
Tesseract.ipynb
2022-01-11-mbgmn-beibei.ipynb
reco-tut-mll-02-data-wrangling.ipynb
2021-07-01-flower-classification.ipynb
datasets-kkbox.ipynb
2021-07-29-resistant-gene-recommender.ipynb
2021-01-03-epinions.ipynb
2022-01-24-amazon-crossdomain.ipynb
datasets-amazon-beauty.ipynb
2021-06-27-ab-test-in-five-simple-steps.ipynb
2021-07-25-news-recommender-mind-pytorch-lightning.ipynb
T919629-DGTN-on-Sample-data-in-PyTorch.ipynb
models-autoint.ipynb
2021-07-09-concept-transformer-lm.ipynb
T626388-CML-on-ML-1m.ipynb
reco-tut-ml-python-from-scratch-gradient-descent.ipynb
T625255-DQN-on-the-CartPole-and-Atari-using-Coach.ipynb
2021-07-04-movie-recommender-tensorflow.ipynb
2021-07-01-rnn-cnn-basics.ipynb
2022-01-05-pyg-gnn.ipynb
models-fm.ipynb
2021-07-13-apple-podcast-recommender.ipynb
T892775-Exploring-Multi-Objective-Hyperparameter-Optimization.ipynb
T584004-Deep-Variational-Models-on-FilmTrust-ML-1m-and-MyAnimeList-Dataset-in-Tensorflow.ipynb
2022-02-01-mlflow-part6.ipynb
2021-07-06-book-recommender-api.ipynb
2021-06-23-collaborative-filtering-movielens-latest-small-04.ipynb
2022-01-09-groupim-weeplaces.ipynb
T859611-Preprocessing-RetailRocket-Session-Dataset.ipynb
utils-session.ipynb
2022-01-29-nlp.ipynb
2021-06-17-recostep-tutorial-offline-replayer-eval-recogym.ipynb
evaluation-metrics.ipynb
reco-tut-arr-02-eda-part-2.ipynb
recostep-tutorial-notebook-movielens-exploration.ipynb
reco-tut-elf-ml100k-01-data-preparation.ipynb
rl-envs-recsys.ipynb
T661668-AFM-on-Criteo-Ad-Dataset-in-TF-2x.ipynb
2022-01-25-mountaincar-a3c.ipynb
T722782-Building-Logger-along-with-Unit-Testing-and-Scripting.ipynb
2022-01-01-pifpaf-pose-estimation.ipynb
T766070-SMS-Spam-Detection-using-FM-Model.ipynb
Under-Sampling.ipynb
2022-01-02-airbnb-fair-valuation.ipynb
2021-07-02-movie-recommender-tensorflow-sagemaker.ipynb
utils-config.ipynb
2021-06-11-recostep-session-based-recommender-using-word2vec.ipynb
reco-tut-ysr-04-recommendations.ipynb
reco-tut-ttr-t3-01-preprocessing.ipynb
T582199-FFM-on-Criteo-Ad-Dataset-in-TF-2x.ipynb
T471827-Adaptive-Estimator-Selection-for-Off-Policy-Evaluation.ipynb
recobase-us565244-trivago-prototype.ipynb
2022-01-14-python-diagrams.ipynb
TFLite-03-Exercise.ipynb
wikirecs-01-data-ingestion.ipynb
T926278-Node2vec-Edge2vec-and-Graph2vec.ipynb
models-deepwalk.ipynb
2021-07-27-book-recommender-diversity-aware.ipynb
models-deepcrossing.ipynb
2022-01-23-cartpole-drqn.ipynb
utils-logging.ipynb
T701627-SR-SAN-on-Yoochoose-and-Diginetica-in-PyTorch.ipynb
2022-01-17-movie-recsys.ipynb
reco-tut-rrt-river-matrix-factorization-movielens-100k.ipynb
2022-01-22-matn-yelp.ipynb
T502860-Drift-Detection-using-River-library.ipynb
models-tfidf.ipynb
T920001-Training-RL-Agent-in-Maze-Gridworld-with-Value-iteration-method.ipynb
T976418-Statistical-Analysis.ipynb
reco-tut-sor-02-xgboost.ipynb
T815210-Personalized-Transfer-of-User-Preferences-for-Cross-domain-Recommendation.ipynb
T565094-Visualizing-the-Non-linearity-of-Neural-Networks-using-Tensorflow.ipynb
T578427-Dask-Incremental-Wrapper.ipynb
T798984-Comparing-Simple-Exploration-Techniques-Greedy-Annealing-and-UCB.ipynb
2021-07-14-spotify-music-recommender.ipynb
reco-tut-ffr-05-modeling.ipynb
2021-06-22-databricks-collaborative-filtering-01-data-preparation.ipynb
T929652-Efficient-Frontier.ipynb
2021-07-13-implicit-synthetic.ipynb
reco-tutorials-dev-template.ipynb
datasets-bases-sequential.ipynb
2022-01-11-deepfm-criteo.ipynb
2022-01-28-img-seg.ipynb
Text-Summarisation.ipynb
reco-tut-ml-python-lists-dicts.ipynb
models-bert4rec.ipynb
reco-inprogress-elective-course-recommender.ipynb
2022-02-01-mlflow-part1.ipynb
2021-07-08-unit-test-jaccard-recommender.ipynb
reco-tut-ffr-02-ETL.ipynb
T948705-Sparsely-gated-Mixture-of-Experts.ipynb
2021-06-23-collaborative-filtering-movielens-latest-small-03.ipynb
reco-tutorials-dev-how-to-create-large-scale-retrieval-system-using-elasticsearch.ipynb
training-bert4rec-on-ml-1m.ipynb
T862985-LINE-on-Wiki-network.ipynb
reco-tutorials-dev-deskdrop.ipynb
T973437-Candidate-selection-Item-matching-models-in-Tensorflow-on-ML-1m.ipynb
2022-01-29-mts.ipynb
2022-01-24-nlp.ipynb
2022-01-13-cab-mind.ipynb
2021-06-23-collaborative-filtering-movielens-latest-small-01.ipynb
2021-07-27-ocr-python.ipynb
T401127-GEM-on-Karateclub.ipynb
T985223-Batch-Constrained-Deep-Q-Learning.ipynb
T867136-Automatically-Adding-Products-To-A-User-s-Shopping-Cart.ipynb
T616640-Pydeep-Recsys.ipynb
T457846-LightFM-Cold-start-on-ML-10m.ipynb
2021-06-30-cornac-01-item-popularity.ipynb
2022-01-24-simplex-mf.ipynb
2022-02-01-mlflow-part3.ipynb
T611269-Learning-Graph-Embeddings-of-Gowalla-Dataset-using-HMLET-Model.ipynb
2022-01-27-face-analytics.ipynb
utils-decorators.ipynb
recostep-tutorial-paddlerec.ipynb
models-s3rec.ipynb
T909175-Black-box-Attack-Model-DVC-Data-Loader-Pipeline-on-ML-1m.ipynb
models-fmfm.ipynb
2022-01-26-social.ipynb
models-ffm.ipynb
T591654-Integrated-SVD-on-ML-1m.ipynb
2022-01-29-snp.ipynb
2021-07-27-amazon-personalize-batch-recommendations-lab.ipynb
2022-01-09-dcn-criteo.ipynb
reco-tut-ffr-00-launchpad.ipynb
2022-01-22-ope-vw.ipynb
datasets-bases-interactions.ipynb
T946513-GAT-on-CORA-in-PyTorch.ipynb
T751051-BPR-KNN-on-ML-1m.ipynb
2022-01-30-benchmark.ipynb
reco-tut-mba-grocery-01-apriori-simple.ipynb
datasets-steam.ipynb
models-layers-embedding.ipynb
2022-01-22-gridworld-v2.ipynb
2021-07-09-retail-products-knn.ipynb
reco-tut-csr-htr-lastfm-01-data-preprocessing.ipynb
2022-01-05-resnet18.ipynb
Thompson-Sampling-Simulation.ipynb
2022-01-07-car-damage-cv.ipynb
2022-01-31-retrieval-preferredai.ipynb
2022-01-24-advertising.ipynb
recsys-evaluation-metrics-part-2.ipynb
reco-tut-itr-00-launchpad.ipynb
2021-06-23-pinsage-graph-movielens-1m.ipynb
2021-07-12-bollywood-movie-recommender.ipynb
2021-07-01-book-recommender-kubeflow.ipynb
T927490-Animations-with-Manim-Quickstart.ipynb
2021-06-19-simple-similarity-based-recommenders.ipynb
2021-07-13-udemy-course-recommender.ipynb
T951866-DropoutNet-Cold-start-Recommendation-on-CiteULike-dataset.ipynb
rl-agents-replay-agents.ipynb
2021-07-27-movie-recommender-keras.ipynb
2021-07-20-implicit-pairwise-losses.ipynb
utils-negative-sampling.ipynb
datasets-criteo.ipynb
2022-01-13-deepconn.ipynb
T468494-Matrix-Factorization-Model-with-4-Loss-Functions-on-Epinions.ipynb
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