-
zaharov artemij authored
- /hw/homework-recommenders.png - /hw/homework1.md - /hw/homework2.md - /jupyter/.gitignore - /jupyter/MsdPreprocess.ipynb - /jupyter/Week1Seminar.ipynb - /jupyter/Week2Seminar.ipynb - /jupyter/Week3Seminar.ipynb - /jupyter/Week4Seminar.ipynb - /jupyter/Week5Seminar.ipynb - /jupyter/Week6Seminar.ipynb - /jupyter/Week7Seminar.ipynb - /jupyter/Week8Seminar.ipynb - /jupyter/Week9Seminar.ipynb - /jupyter-spark/Homework1Baseline.ipynb - /jupyter-spark/MsdPreprocess.ipynb - /jupyter-spark/Week1Seminar.ipynb - /jupyter-spark/Week2Seminar.ipynb - /jupyter-spark/Week3Seminar.ipynb - /jupyter-spark/Week4Seminar.ipynb - /jupyter-spark/Week5Seminar.ipynb - /jupyter-spark/Week6Seminar.ipynb - /script/dataclient.py - /slides/week00-promo/images/about-me-dasha.jpeg - /slides/week00-promo/images/about-me-petr.png - /slides/week00-promo/images/about-me.png - /slides/week00-promo/images/computerdog.jpeg - /slides/week00-promo/images/logo.jpeg - /slides/week00-promo/images/logos-en.png - /slides/week00-promo/images/logos-ru.png - /slides/week00-promo/images/mle.png - /slides/week00-promo/images/netflix-0.png - /slides/week00-promo/images/netflix-1.png - /slides/week00-promo/images/netflix-2.png - /slides/week00-promo/images/netflix-3.png - /slides/week00-promo/images/netflix-4.png - /slides/week00-promo/images/netflix-5.png - /slides/week00-promo/images/netflix-6.png - /slides/week00-promo/images/ok_logo.png - /slides/week00-promo/images/overall.png - /slides/week00-promo/images/please.jpeg - /slides/week00-promo/images/survey.png - /slides/week00-promo/images/welcome.jpeg - /slides/week01-recsys-in-prod/images/bellkor.jpg - /slides/week01-recsys-in-prod/images/bosch.jpeg - /slides/week01-recsys-in-prod/images/discovery-system-design.jpg - /slides/week01-recsys-in-prod/images/longtail.png - /slides/week01-recsys-in-prod/images/mendeley-recs.jpeg - /slides/week01-recsys-in-prod/images/mendeley.jpeg - /slides/week01-recsys-in-prod/images/natasha.png - /slides/week01-recsys-in-prod/images/netflix-2010.png - /slides/week01-recsys-in-prod/images/netflix-2021.png - /slides/week01-recsys-in-prod/images/netflix-6.png - /slides/week01-recsys-in-prod/images/netflix.png - /slides/week01-recsys-in-prod/images/noexp.png - /slides/week01-recsys-in-prod/images/ok-feed.png - /slides/week01-recsys-in-prod/images/ok_logo.png - /slides/week01-recsys-in-prod/images/overall.png - /slides/week01-recsys-in-prod/images/spotify.jpeg - /slides/week01-recsys-in-prod/images/tgqr.png - /slides/week01-recsys-in-prod/images/thanks.png - /slides/week01-recsys-in-prod/images/tiktok.png - /slides/week01-recsys-in-prod/images/uber.png - /slides/week01-recsys-in-prod/images/yesexp.png - /slides/week01-recsys-in-prod/images/youtube.png - /slides/week02-metrics/images/auprc.png - /slides/week02-metrics/images/diversity.png - /slides/week02-metrics/images/map.png - /slides/week02-metrics/images/mendeley.jpeg - /slides/week02-metrics/images/method.jpeg - /slides/week02-metrics/images/mrr.png - /slides/week02-metrics/images/ndcg.png - /slides/week02-metrics/images/odnoklassniki.jpeg - /slides/week02-metrics/images/ok_logo.png - /slides/week02-metrics/images/pointwise-metrics.png - /slides/week02-metrics/images/pony.jpeg - /slides/week02-metrics/images/precision-recall.png - /slides/week02-metrics/images/ranking-metrics.png - /slides/week02-metrics/images/recommendation-events.png - /slides/week02-metrics/images/relevance.png - /slides/week02-metrics/images/serendipity-pony.png - /slides/week02-metrics/images/serendipity.png - /slides/week02-metrics/images/tgqr.png - /slides/week02-metrics/images/zbazibo.jpeg - /slides/week03-classics-1/images/bye.jpeg - /slides/week03-classics-1/images/cbf.png - /slides/week03-classics-1/images/cf-idea.png - /slides/week03-classics-1/images/content-idea.png - /slides/week03-classics-1/images/exercise2.png - /slides/week03-classics-1/images/homework-recommenders.png - /slides/week03-classics-1/images/karlson.png - /slides/week03-classics-1/images/lsh.png - /slides/week03-classics-1/images/mendeley.jpeg - /slides/week03-classics-1/images/ok_logo.png - /slides/week03-classics-1/images/taxonomy.png - /slides/week03-classics-1/images/utility.png - /slides/week04-classics-2/images/comparison.png - /slides/week04-classics-2/images/comparison2.png - /slides/week04-classics-2/images/conspiracy.jpeg - /slides/week04-classics-2/images/exercise2.png - /slides/week04-classics-2/images/homework-recommenders.png - /slides/week04-classics-2/images/karlson.png - /slides/week04-classics-2/images/latent.png - /slides/week04-classics-2/images/mendeley.jpeg - /slides/week04-classics-2/images/ok_logo.png - /slides/week04-classics-2/images/relationships.png - /slides/week04-classics-2/images/svd-compare.png - /slides/week04-classics-2/images/taxonomy.png - /slides/week04-classics-2/images/utility-2.png - /slides/week05-nn-candidates/images/ann.png - /slides/week05-nn-candidates/images/bert4rec-table.png - /slides/week05-nn-candidates/images/bert4rec.png - /slides/week05-nn-candidates/images/ble.jpeg - /slides/week05-nn-candidates/images/bye.jpeg - /slides/week05-nn-candidates/images/dfn.png - /slides/week05-nn-candidates/images/dssm.png - /slides/week05-nn-candidates/images/layers.png - /slides/week05-nn-candidates/images/mendeley.jpeg - /slides/week05-nn-candidates/images/ncf.png - /slides/week05-nn-candidates/images/nfm.png - /slides/week05-nn-candidates/images/nn.png - /slides/week05-nn-candidates/images/ok_logo.png - /slides/week05-nn-candidates/images/ssl.png - /slides/week05-nn-candidates/images/svdpp.png - /slides/week05-nn-candidates/images/tgqr.png - /slides/week05-nn-candidates/images/youtube-arch.png - /slides/week05-nn-candidates/images/youtube-candidate.png - /slides/week06-nn-ranking/images/airbnb-gbdt.png - /slides/week06-nn-ranking/images/airbnb-progression.png - /slides/week06-nn-ranking/images/bye.png - /slides/week06-nn-ranking/images/cf2cf.png - /slides/week06-nn-ranking/images/clip.png - /slides/week06-nn-ranking/images/compare.png - /slides/week06-nn-ranking/images/dcn-arch.png - /slides/week06-nn-ranking/images/dcn-block.png - /slides/week06-nn-ranking/images/din.png - /slides/week06-nn-ranking/images/dlrm-arch.png - /slides/week06-nn-ranking/images/dlrm-parallel.png - /slides/week06-nn-ranking/images/mask-arch.png - /slides/week06-nn-ranking/images/mask-block.png - /slides/week06-nn-ranking/images/mask-mask.png - /slides/week06-nn-ranking/images/mendeley.jpeg - /slides/week06-nn-ranking/images/multitask.png - /slides/week06-nn-ranking/images/nmt-arch.png - /slides/week06-nn-ranking/images/nmt-example.png - /slides/week06-nn-ranking/images/ok_logo.png - /slides/week06-nn-ranking/images/progress.png - /slides/week06-nn-ranking/images/ranker-framework.png - /slides/week06-nn-ranking/images/tgqr.png - /slides/week06-nn-ranking/images/widedeep.png - /slides/week06-nn-ranking/images/youtube-rank.png - /slides/week07-gnn/images/bye.png - /slides/week07-gnn/images/ethanoic-acid-features.png - /slides/week07-gnn/images/ethanoic-acid-weighted-adjacency.png - /slides/week07-gnn/images/example-graph.png - /slides/week07-gnn/images/gat.png - /slides/week07-gnn/images/gnn-cf.png - /slides/week07-gnn/images/gnn-rec-problems.png - /slides/week07-gnn/images/gnn-seq-graph.png - /slides/week07-gnn/images/gnn-seq.png - /slides/week07-gnn/images/gnn-social.png - /slides/week07-gnn/images/graphs.jpeg - /slides/week07-gnn/images/graphsage.png - /slides/week07-gnn/images/inductive-biases.png - /slides/week07-gnn/images/lightgcl-exp.png - /slides/week07-gnn/images/lightgcl.png - /slides/week07-gnn/images/mendeley.jpeg - /slides/week07-gnn/images/message-passing-chain.png - /slides/week07-gnn/images/message-passing-ethanoic-acid.png - /slides/week07-gnn/images/message-passing-layer.png - /slides/week07-gnn/images/natash.jpeg - /slides/week07-gnn/images/ok-music-graph-legend.png - /slides/week07-gnn/images/ok-music-graph.png - /slides/week07-gnn/images/ok_logo.png - /slides/week07-gnn/images/pinnersage.png - /slides/week07-gnn/images/pwc.png - /slides/week07-gnn/images/tgqr.png - /slides/week08-misc-problems/images/airbnb.png - /slides/week08-misc-problems/images/airbnb2.png - /slides/week08-misc-problems/images/alibaba.png - /slides/week08-misc-problems/images/amazon.jpeg - /slides/week08-misc-problems/images/amazon2.png - /slides/week08-misc-problems/images/bias-example.png - /slides/week08-misc-problems/images/bias.png - /slides/week08-misc-problems/images/bye.jpeg - /slides/week08-misc-problems/images/deconf-result.png - /slides/week08-misc-problems/images/diversity.png - /slides/week08-misc-problems/images/divres.png - /slides/week08-misc-problems/images/explainability-1.png - /slides/week08-misc-problems/images/explainability-2.png - /slides/week08-misc-problems/images/facebook.png - /slides/week08-misc-problems/images/mendeley.jpeg - /slides/week08-misc-problems/images/multitask.png - /slides/week08-misc-problems/images/netflix.png - /slides/week08-misc-problems/images/ok_logo.png - /slides/week08-misc-problems/images/p5-arch.png - /slides/week08-misc-problems/images/p5-idea.png - /slides/week08-misc-problems/images/p5-tasks.png - /slides/week08-misc-problems/images/serendipity-pony.png - /slides/week08-misc-problems/images/simple.jpeg - /slides/week08-misc-problems/images/spad.png - /slides/week08-misc-problems/images/spotify.png - /slides/week08-misc-problems/images/tgqr.png - /slides/week09-rl-in-recsys/images/bandits.png - /slides/week09-rl-in-recsys/images/catpole.png - /slides/week09-rl-in-recsys/images/ddpg-result.png - /slides/week09-rl-in-recsys/images/ddpg.png - /slides/week09-rl-in-recsys/images/homework-recommenders.jpg - /slides/week09-rl-in-recsys/images/longterm.png - /slides/week09-rl-in-recsys/images/mab.png - /slides/week09-rl-in-recsys/images/mendeley.jpeg - /slides/week09-rl-in-recsys/images/ok_logo.png - /slides/week09-rl-in-recsys/images/poll.png - /slides/week09-rl-in-recsys/images/profit.jpeg - /slides/week09-rl-in-recsys/images/recsim.png - /slides/week09-rl-in-recsys/images/rl.jpeg - /slides/week09-rl-in-recsys/images/rl.png - /slides/week09-rl-in-recsys/images/tgqr.png - /slides/week09-rl-in-recsys/images/thankyou.jpeg - /slides/week09-rl-in-recsys/images/thompson.png - /slides/week09-rl-in-recsys/images/topk.png - /slides/week00-promo/references.bib - /slides/week00-promo/slides.pdf - /slides/week00-promo/slides.tex - /slides/week01-recsys-in-prod/references.bib - /slides/week01-recsys-in-prod/seminar.md - /slides/week01-recsys-in-prod/slides.pdf - /slides/week01-recsys-in-prod/slides.tex - /slides/week02-metrics/references.bib - /slides/week02-metrics/seminar.md - /slides/week02-metrics/slides.pdf - /slides/week02-metrics/slides.tex - /slides/week03-classics-1/homework.md - /slides/week03-classics-1/references.bib - /slides/week03-classics-1/seminar.md - /slides/week03-classics-1/slides.pdf - /slides/week03-classics-1/slides.tex - /slides/week04-classics-2/homework.md - /slides/week04-classics-2/references.bib - /slides/week04-classics-2/seminar.md - /slides/week04-classics-2/slides.pdf - /slides/week04-classics-2/slides.tex - /slides/week05-nn-candidates/references.bib - /slides/week05-nn-candidates/seminar.md - /slides/week05-nn-candidates/slides.pdf - /slides/week05-nn-candidates/slides.tex - /slides/week06-nn-ranking/references.bib - /slides/week06-nn-ranking/seminar.md - /slides/week06-nn-ranking/slides.pdf - /slides/week06-nn-ranking/slides.tex - /slides/week07-gnn/references.bib - /slides/week07-gnn/seminar.md - /slides/week07-gnn/slides.pdf - /slides/week07-gnn/slides.tex - /slides/week08-misc-problems/references.bib - /slides/week08-misc-problems/seminar.md - /slides/week08-misc-problems/slides.pdf - /slides/week08-misc-problems/slides.tex - /slides/week09-rl-in-recsys/homework.md - /slides/week09-rl-in-recsys/references.bib - /slides/week09-rl-in-recsys/slides.pdf - /slides/week09-rl-in-recsys/slides.tex - /slides/README.md - /.gitignore - /TODO.md - /user-flow.png - /dataclient.py - /Week8Seminar.ipynb - /изображение.png - /Week1Seminar.ipynb - /botify/__init__.py - /botify/botify/experiment.py - /botify/botify/config.json - /botify/botify/server.py - /botify/botify/recommenders/my_recommender.py - /botify/botify/recommenders/indexed.py - /botify/data/recommendations.json - /botify/data/tracks_recs.json - /README.md
a66f43bc