{"id":404689,"date":"2024-06-29T17:52:05","date_gmt":"2024-06-29T17:52:05","guid":{"rendered":"http:\/\/savepearlharbor.com\/?p=404689"},"modified":"-0001-11-30T00:00:00","modified_gmt":"2024-06-29T17:52:05","slug":"","status":"publish","type":"post","link":"https:\/\/savepearlharbor.com\/?p=404689","title":{"rendered":"<span>DataScience Digest \u2014 17.06.21<\/span>"},"content":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<figure class=\"full-width\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/habrastorage.org\/r\/w1560\/getpro\/habr\/upload_files\/448\/911\/7e4\/4489117e4b32b6ad69eefa3c2af65bc1.png\" width=\"1024\" height=\"512\" data-src=\"https:\/\/habrastorage.org\/getpro\/habr\/upload_files\/448\/911\/7e4\/4489117e4b32b6ad69eefa3c2af65bc1.png\"\/><figcaption><\/figcaption><\/figure>\n<p>\u041f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e \u0432\u0441\u0435\u0445!<\/p>\n<p>\u0412\u0441\u0442\u0440\u0435\u0447\u0430\u0439\u0442\u0435 \u0441\u0432\u0435\u0436\u0438\u0439 \u0432\u044b\u043f\u0443\u0441\u043a <a href=\"https:\/\/datasciencedigest.net\/\" rel=\"noopener noreferrer nofollow\">\u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442\u0430<\/a> \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0445 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u043e\u0432 \u0438\u0437 \u043c\u0438\u0440\u0430 Data Science &amp; Machine Learning \u0438 \u043d\u0435 \u0437\u0430\u0431\u044b\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u043d\u0430\u0448\u00a0<a href=\"https:\/\/t.me\/DataScienceDigest\" rel=\"noopener noreferrer nofollow\"><u>Telegram-\u043a\u0430\u043d\u0430\u043b<\/u><\/a>.<\/p>\n<hr\/>\n<h3>\u0421\u0442\u0430\u0442\u044c\u0438<\/h3>\n<p><a href=\"https:\/\/aws.amazon.com\/ru\/blogs\/industries\/building-scalable-machine-learning-pipelines-for-multimodal-health-data-on-aws\/\" rel=\"noopener noreferrer nofollow\"><strong>Building Scalable Machine Learning Pipelines for Multimodal Health Data on AWS<\/strong><\/a><strong> <\/strong>&#8212; \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043c\u0435\u0442\u043e\u0434\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u041c\u041b \u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u043e\u0432 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043c\u0435\u0434\u0438\u0446\u0438\u043d\u0441\u043a\u0438\u043c\u0438 \u0431\u0430\u0437\u0430\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 AWS.<\/p>\n<p><a href=\"https:\/\/session-based-recommenders.fastforwardlabs.com\/\" rel=\"noopener noreferrer nofollow\"><strong>Session-based Recommender Systems<\/strong><\/a> &#8212; \u0442\u0443\u0442\u043e\u0440\u0438\u0430\u043b \u043e\u0442 Cloudera Fast Forward, \u0433\u0434\u0435 \u043e\u043f\u0438\u0441\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u043c\u0435\u0442\u043e\u0434\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438.<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/metric-learning-tips-n-tricks-2e4cfee6b75b\" rel=\"noopener noreferrer nofollow\"><strong>Metric Learning Tips &amp; Tricks<\/strong><\/a><strong> <\/strong>&#8212; \u0443\u0437\u043d\u0430\u0439\u0442\u0435, \u043a\u0430\u043a \u0440\u0435\u0448\u0438\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u043d\u043e-\u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439.<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/tinkering-with-the-mobile-apps-dataset-4286d2c6125b\" rel=\"noopener noreferrer nofollow\"><strong>Tinkering with the Mobile Apps Dataset<\/strong><\/a> &#8212; \u043e\u0431 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0442\u0440\u0435\u043d\u0438\u0440\u043e\u0432\u043a\u0435 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0434\u043b\u044f \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439.\u00a0\u00a0<\/p>\n<p><a href=\"https:\/\/www.astronomer.io\/guides\/testing-airflow\" rel=\"noopener noreferrer nofollow\"><strong>Testing Airflow DAGs<\/strong><\/a> &#8212; \u0442\u0443\u0442\u043e\u0440\u0438\u0430\u043b \u043e \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 Airflow DAG-\u043e\u0432; \u0432\u0441\u0435 \u0442\u0435\u0441\u0442\u044b \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0438\u0441\u0445\u043e\u0434\u044f \u0438\u0437 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0446\u0438\u043a\u043b\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0433\u0440\u0430\u0444\u043e\u0432.<\/p>\n<p><a href=\"https:\/\/www.astronomer.io\/guides\/dynamically-generating-dags\" rel=\"noopener noreferrer nofollow\"><strong>Dynamically Generating DAGs in Airflow<\/strong><\/a><strong> <\/strong>&#8212; \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 DAG-\u043e\u0432 \u043d\u0430 Airflow, \u043e\u0442 \u043e\u0434\u043d\u043e- \u0434\u043e \u043c\u043d\u043e\u0433\u043e-\u0444\u0430\u0439\u043b\u043e\u0432\u044b\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 (\u0441 \u043a\u043e\u0434\u043e\u043c \u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438).<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/deep-learning-for-projectile-trajectory-modeling-fb6380e06b8f\" rel=\"noopener noreferrer nofollow\"><strong>Deep Learning for Projectile Trajectory Modeling<\/strong><\/a> &#8212; \u043a\u0440\u0430\u0442\u043a\u0438\u0439 \u043e\u0431\u0437\u043e\u0440 \u043d\u0430\u0443\u0447\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438 \u201cSimulated Data Generation Through Algorithmic Force Coefficient Estimation for AI-Based Robotic Projectile Launch Modeling\u201d.<\/p>\n<p><a href=\"https:\/\/receptor-ai.medium.com\/ai-traces-the-origin-of-metastatic-cancer-better-than-humans-3e3290b421a3\" rel=\"noopener noreferrer nofollow\"><strong>AI Traces the Origin of Metastatic Cancer Better than Humans<\/strong><\/a><strong> <\/strong>&#8212; \u0437\u0430\u043c\u0435\u0442\u043a\u0430 \u043e\u0442 \u043a\u043e\u043c\u0430\u043d\u0434\u044b Receptor.AI \u043e\u0431 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u043f\u0435\u0440\u0432\u0438\u0447\u043d\u044b\u0445 \u043c\u0435\u0442\u0430\u0441\u0442\u0430\u0437\u043e\u0432 \u0440\u0430\u043a\u0430 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e AI.<\/p>\n<h3>\u041d\u0430\u0443\u0447\u043d\u044b\u0435 \u0441\u0442\u0430\u0442\u044c\u0438<\/h3>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2105.13231\" rel=\"noopener noreferrer nofollow\"><strong>AndroidEnv: A Reinforcement Learning Platform for Android<\/strong><\/a><strong> <\/strong>&#8212;<strong> <\/strong>\u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 AndroidEnv, \u043e\u043f\u0435\u043d\u0441\u043e\u0440\u0441 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0441 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u0435\u043c \u043d\u0430 Android.<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2103.03230\" rel=\"noopener noreferrer nofollow\"><strong>Barlow Twins: Self-Supervised Learning via Redundancy Reduction<\/strong><\/a> &#8212; \u043d\u043e\u0432\u044b\u0439 \u043c\u0435\u0442\u043e\u0434 \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0441 \u0443\u0447\u0438\u0442\u0435\u043b\u0435\u043c \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0443\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u044f \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438.<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2012.15606\" rel=\"noopener noreferrer nofollow\"><strong>HateCheck: Functional Tests for Hate Speech Detection Models<\/strong><\/a><strong> <\/strong>&#8212;<strong> <\/strong>\u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u043d\u0435\u043f\u043e\u043b\u0438\u0442\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u044b\u0445 \u0432\u044b\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043d\u0438\u0439 \u0438 \u043e\u0441\u043a\u043e\u0440\u0431\u043b\u0435\u043d\u0438\u0439 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e HateCheck.<\/p>\n<p><a href=\"http:\/\/www.guangrui.li\/papers\/guangruiCVPR2021.pdf\" rel=\"noopener noreferrer nofollow\"><strong>Domain Consensus Clustering for Universal Domain Adaptation<\/strong><\/a> &#8212; \u043d\u043e\u0432\u044b\u0439 \u043c\u0435\u0442\u043e\u0434 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u043e\u0439 \u0430\u0434\u0430\u043f\u0442\u0430\u0446\u0438\u0435\u0439 \u0434\u043e\u043c\u0435\u043d\u0430 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Domain Consensus Clustering (DCC).<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2106.02523\" rel=\"noopener noreferrer nofollow\"><strong>Hallucination in Object Detection \u2014 A Study in Visual Part Verification<\/strong><\/a> &#8212;<strong> <\/strong>\u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u043d\u0435\u0432\u0435\u0440\u043d\u044b\u0445 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0439 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u043c\u0438 \u0441\u0435\u0442\u044f\u043c\u0438; \u043d\u043e\u0432\u044b\u0439 \u0434\u0430\u0442\u0430\u0441\u0435\u0442, \u0433\u0434\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u0443\u044e\u0442\u0441\u044f \u043f\u043e\u0434\u043e\u0431\u043d\u044b\u0435 \u043e\u0448\u0438\u0431\u043a\u0438.<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2106.02285\" rel=\"noopener noreferrer nofollow\"><strong>Subdivision-Based Mesh Convolution Networks<\/strong><\/a><strong> &#8212; <\/strong> \u043e\u0431\u0437\u043e\u0440 \u043d\u043e\u0432\u043e\u0439 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438 SubdivNet \u0438 \u0435\u0435 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0435\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0440\u0430\u0437\u043d\u043e\u0444\u043e\u0440\u043c\u0430\u0442\u043d\u044b\u043c\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u043c\u0438.<\/p>\n<h3>\u041c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0439<\/h3>\n<p><a href=\"https:\/\/www.youtube.com\/playlist?list=PL2Uw4_HvXqvYk1Y5P8kryoyd83L_0Uk5K\" rel=\"noopener noreferrer nofollow\"><strong>PyCon US 2021<\/strong><\/a> &#8212; c\u0431\u043e\u0440\u043d\u0438\u043a 80 \u0432\u044b\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0439 \u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u043e\u0432 \u0441 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0438 PyCon US 2021.<\/p>\n<hr\/>\n<p>\u0421\u043f\u0430\u0441\u0438\u0431\u043e, \u0447\u0442\u043e \u0434\u043e\u0447\u0438\u0442\u0430\u043b\u0438 \u044d\u0442\u043e\u0442 \u0432\u044b\u043f\u0443\u0441\u043a. \u041d\u0430\u0434\u0435\u044e\u0441\u044c, \u043a\u0430\u0436\u0434\u044b\u0439 \u043d\u0430\u0448\u0435\u043b \u0434\u043b\u044f \u0441\u0435\u0431\u044f \u0447\u0442\u043e-\u0442\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u043e\u0435. \u0411\u0443\u0434\u0443 \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u0435\u043d \u0437\u0430 \u043b\u044e\u0431\u044b\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0433\u043e \u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442\u0430.<\/p>\n<p>\u041f\u0440\u0438\u0441\u043e\u0435\u0434\u0438\u043d\u044f\u0439\u0442\u0435\u0441\u044c \u043a\u00a0<a href=\"https:\/\/t.me\/DataScienceDigest\" rel=\"noopener noreferrer nofollow\"><u>Telegram-\u043a\u0430\u043d\u0430\u043b\u0443<\/u><\/a>\u00a0\u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442\u0430 \u0438 \u0435\u0433\u043e \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430\u043c \u0432 \u0441\u043e\u0446\u0441\u0435\u0442\u044f\u0445:\u00a0<a href=\"https:\/\/medium.com\/datasciencedigest\" rel=\"noopener noreferrer nofollow\"><u>Medium<\/u><\/a>,\u00a0<a href=\"https:\/\/www.facebook.com\/DataScienceDigest\/\" rel=\"noopener noreferrer nofollow\"><u>Facebook<\/u><\/a>,\u00a0<a href=\"https:\/\/twitter.com\/data_digest\" rel=\"noopener noreferrer nofollow\"><u>Twitter<\/u><\/a>,\u00a0<a href=\"https:\/\/www.linkedin.com\/company\/data-science-digest\/\" rel=\"noopener noreferrer nofollow\"><u>LinkedIn<\/u><\/a>, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0442\u0435\u0441\u044c \u043d\u0430 \u043d\u0430\u0441 \u0432\u00a0<a href=\"https:\/\/datasciencedigest.substack.com\/\" rel=\"noopener noreferrer nofollow\">substack<\/a>.<\/p>\n<p>\u2190 \u041f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0439 \u0432\u044b\u043f\u0443\u0441\u043a:\u00a0<a href=\"https:\/\/habr.com\/ru\/post\/562156\/\" rel=\"noopener noreferrer nofollow\">Data Science Digest<\/a>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><!----><br \/> \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/563256\/\"> https:\/\/habr.com\/ru\/articles\/563256\/<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<div><!--[--><!--]--><\/div>\n<div id=\"post-content-body\">\n<div>\n<div class=\"article-formatted-body article-formatted-body article-formatted-body_version-2\">\n<div xmlns=\"http:\/\/www.w3.org\/1999\/xhtml\">\n<figure class=\"full-width\"><figcaption><\/figcaption><\/figure>\n<p>\u041f\u0440\u0438\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e \u0432\u0441\u0435\u0445!<\/p>\n<p>\u0412\u0441\u0442\u0440\u0435\u0447\u0430\u0439\u0442\u0435 \u0441\u0432\u0435\u0436\u0438\u0439 \u0432\u044b\u043f\u0443\u0441\u043a <a href=\"https:\/\/datasciencedigest.net\/\" rel=\"noopener noreferrer nofollow\">\u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442\u0430<\/a> \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0445 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u043e\u0432 \u0438\u0437 \u043c\u0438\u0440\u0430 Data Science &amp; Machine Learning \u0438 \u043d\u0435 \u0437\u0430\u0431\u044b\u0432\u0430\u0439\u0442\u0435 \u043f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u043d\u0430\u0448\u00a0<a href=\"https:\/\/t.me\/DataScienceDigest\" rel=\"noopener noreferrer nofollow\"><u>Telegram-\u043a\u0430\u043d\u0430\u043b<\/u><\/a>.<\/p>\n<hr\/>\n<h3>\u0421\u0442\u0430\u0442\u044c\u0438<\/h3>\n<p><a href=\"https:\/\/aws.amazon.com\/ru\/blogs\/industries\/building-scalable-machine-learning-pipelines-for-multimodal-health-data-on-aws\/\" rel=\"noopener noreferrer nofollow\"><strong>Building Scalable Machine Learning Pipelines for Multimodal Health Data on AWS<\/strong><\/a><strong> <\/strong>&#8212; \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u043c\u0435\u0442\u043e\u0434\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u044b\u0445 \u041c\u041b \u043f\u0430\u0439\u043f\u043b\u0430\u0439\u043d\u043e\u0432 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043c\u0435\u0434\u0438\u0446\u0438\u043d\u0441\u043a\u0438\u043c\u0438 \u0431\u0430\u0437\u0430\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 AWS.<\/p>\n<p><a href=\"https:\/\/session-based-recommenders.fastforwardlabs.com\/\" rel=\"noopener noreferrer nofollow\"><strong>Session-based Recommender Systems<\/strong><\/a> &#8212; \u0442\u0443\u0442\u043e\u0440\u0438\u0430\u043b \u043e\u0442 Cloudera Fast Forward, \u0433\u0434\u0435 \u043e\u043f\u0438\u0441\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u043c\u0435\u0442\u043e\u0434\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438.<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/metric-learning-tips-n-tricks-2e4cfee6b75b\" rel=\"noopener noreferrer nofollow\"><strong>Metric Learning Tips &amp; Tricks<\/strong><\/a><strong> <\/strong>&#8212; \u0443\u0437\u043d\u0430\u0439\u0442\u0435, \u043a\u0430\u043a \u0440\u0435\u0448\u0438\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043a\u043b\u0430\u0441\u0441\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u043d\u043e-\u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u043c\u043e\u0434\u0435\u043b\u0435\u0439.<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/tinkering-with-the-mobile-apps-dataset-4286d2c6125b\" rel=\"noopener noreferrer nofollow\"><strong>Tinkering with the Mobile Apps Dataset<\/strong><\/a> &#8212; \u043e\u0431 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0438 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u0445 \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0442\u0440\u0435\u043d\u0438\u0440\u043e\u0432\u043a\u0435 \u043c\u043e\u0434\u0435\u043b\u0435\u0439 \u0434\u043b\u044f \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439.\u00a0\u00a0<\/p>\n<p><a href=\"https:\/\/www.astronomer.io\/guides\/testing-airflow\" rel=\"noopener noreferrer nofollow\"><strong>Testing Airflow DAGs<\/strong><\/a> &#8212; \u0442\u0443\u0442\u043e\u0440\u0438\u0430\u043b \u043e \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 Airflow DAG-\u043e\u0432; \u0432\u0441\u0435 \u0442\u0435\u0441\u0442\u044b \u0430\u0434\u0430\u043f\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0438\u0441\u0445\u043e\u0434\u044f \u0438\u0437 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0446\u0438\u043a\u043b\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0433\u0440\u0430\u0444\u043e\u0432.<\/p>\n<p><a href=\"https:\/\/www.astronomer.io\/guides\/dynamically-generating-dags\" rel=\"noopener noreferrer nofollow\"><strong>Dynamically Generating DAGs in Airflow<\/strong><\/a><strong> <\/strong>&#8212; \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 DAG-\u043e\u0432 \u043d\u0430 Airflow, \u043e\u0442 \u043e\u0434\u043d\u043e- \u0434\u043e \u043c\u043d\u043e\u0433\u043e-\u0444\u0430\u0439\u043b\u043e\u0432\u044b\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 (\u0441 \u043a\u043e\u0434\u043e\u043c \u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438).<\/p>\n<p><a href=\"https:\/\/towardsdatascience.com\/deep-learning-for-projectile-trajectory-modeling-fb6380e06b8f\" rel=\"noopener noreferrer nofollow\"><strong>Deep Learning for Projectile Trajectory Modeling<\/strong><\/a> &#8212; \u043a\u0440\u0430\u0442\u043a\u0438\u0439 \u043e\u0431\u0437\u043e\u0440 \u043d\u0430\u0443\u0447\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438 \u201cSimulated Data Generation Through Algorithmic Force Coefficient Estimation for AI-Based Robotic Projectile Launch Modeling\u201d.<\/p>\n<p><a href=\"https:\/\/receptor-ai.medium.com\/ai-traces-the-origin-of-metastatic-cancer-better-than-humans-3e3290b421a3\" rel=\"noopener noreferrer nofollow\"><strong>AI Traces the Origin of Metastatic Cancer Better than Humans<\/strong><\/a><strong> <\/strong>&#8212; \u0437\u0430\u043c\u0435\u0442\u043a\u0430 \u043e\u0442 \u043a\u043e\u043c\u0430\u043d\u0434\u044b Receptor.AI \u043e\u0431 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u043f\u0435\u0440\u0432\u0438\u0447\u043d\u044b\u0445 \u043c\u0435\u0442\u0430\u0441\u0442\u0430\u0437\u043e\u0432 \u0440\u0430\u043a\u0430 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e AI.<\/p>\n<h3>\u041d\u0430\u0443\u0447\u043d\u044b\u0435 \u0441\u0442\u0430\u0442\u044c\u0438<\/h3>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2105.13231\" rel=\"noopener noreferrer nofollow\"><strong>AndroidEnv: A Reinforcement Learning Platform for Android<\/strong><\/a><strong> <\/strong>&#8212;<strong> <\/strong>\u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 AndroidEnv, \u043e\u043f\u0435\u043d\u0441\u043e\u0440\u0441 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0441 \u043f\u043e\u0434\u043a\u0440\u0435\u043f\u043b\u0435\u043d\u0438\u0435\u043c \u043d\u0430 Android.<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2103.03230\" rel=\"noopener noreferrer nofollow\"><strong>Barlow Twins: Self-Supervised Learning via Redundancy Reduction<\/strong><\/a> &#8212; \u043d\u043e\u0432\u044b\u0439 \u043c\u0435\u0442\u043e\u0434 \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0441 \u0443\u0447\u0438\u0442\u0435\u043b\u0435\u043c \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0443\u043c\u0435\u043d\u044c\u0448\u0435\u043d\u0438\u044f \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u043e\u0441\u0442\u0438.<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2012.15606\" rel=\"noopener noreferrer nofollow\"><strong>HateCheck: Functional Tests for Hate Speech Detection Models<\/strong><\/a><strong> <\/strong>&#8212;<strong> <\/strong>\u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u043d\u0435\u043f\u043e\u043b\u0438\u0442\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u044b\u0445 \u0432\u044b\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043d\u0438\u0439 \u0438 \u043e\u0441\u043a\u043e\u0440\u0431\u043b\u0435\u043d\u0438\u0439 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e HateCheck.<\/p>\n<p><a href=\"http:\/\/www.guangrui.li\/papers\/guangruiCVPR2021.pdf\" rel=\"noopener noreferrer nofollow\"><strong>Domain Consensus Clustering for Universal Domain Adaptation<\/strong><\/a> &#8212; \u043d\u043e\u0432\u044b\u0439 \u043c\u0435\u0442\u043e\u0434 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u043e\u0439 \u0430\u0434\u0430\u043f\u0442\u0430\u0446\u0438\u0435\u0439 \u0434\u043e\u043c\u0435\u043d\u0430 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Domain Consensus Clustering (DCC).<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2106.02523\" rel=\"noopener noreferrer nofollow\"><strong>Hallucination in Object Detection \u2014 A Study in Visual Part Verification<\/strong><\/a> &#8212;<strong> <\/strong>\u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u043d\u0435\u0432\u0435\u0440\u043d\u044b\u0445 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0439 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u043c\u0438 \u0441\u0435\u0442\u044f\u043c\u0438; \u043d\u043e\u0432\u044b\u0439 \u0434\u0430\u0442\u0430\u0441\u0435\u0442, \u0433\u0434\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u0443\u044e\u0442\u0441\u044f \u043f\u043e\u0434\u043e\u0431\u043d\u044b\u0435 \u043e\u0448\u0438\u0431\u043a\u0438.<\/p>\n<p><a href=\"https:\/\/arxiv.org\/abs\/2106.02285\" rel=\"noopener noreferrer nofollow\"><strong>Subdivision-Based Mesh Convolution Networks<\/strong><\/a><strong> &#8212; <\/strong> \u043e\u0431\u0437\u043e\u0440 \u043d\u043e\u0432\u043e\u0439 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438 SubdivNet \u0438 \u0435\u0435 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0435\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0440\u0430\u0437\u043d\u043e\u0444\u043e\u0440\u043c\u0430\u0442\u043d\u044b\u043c\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u043c\u0438.<\/p>\n<h3>\u041c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u044b \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0439<\/h3>\n<p><a href=\"https:\/\/www.youtube.com\/playlist?list=PL2Uw4_HvXqvYk1Y5P8kryoyd83L_0Uk5K\" rel=\"noopener noreferrer nofollow\"><strong>PyCon US 2021<\/strong><\/a> &#8212; c\u0431\u043e\u0440\u043d\u0438\u043a 80 \u0432\u044b\u0441\u0442\u0443\u043f\u043b\u0435\u043d\u0438\u0439 \u0438 \u0434\u043e\u043a\u043b\u0430\u0434\u043e\u0432 \u0441 \u043a\u043e\u043d\u0444\u0435\u0440\u0435\u043d\u0446\u0438\u0438 PyCon US 2021.<\/p>\n<hr\/>\n<p>\u0421\u043f\u0430\u0441\u0438\u0431\u043e, \u0447\u0442\u043e \u0434\u043e\u0447\u0438\u0442\u0430\u043b\u0438 \u044d\u0442\u043e\u0442 \u0432\u044b\u043f\u0443\u0441\u043a. \u041d\u0430\u0434\u0435\u044e\u0441\u044c, \u043a\u0430\u0436\u0434\u044b\u0439 \u043d\u0430\u0448\u0435\u043b \u0434\u043b\u044f \u0441\u0435\u0431\u044f \u0447\u0442\u043e-\u0442\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u043e\u0435. \u0411\u0443\u0434\u0443 \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u0435\u043d \u0437\u0430 \u043b\u044e\u0431\u044b\u0435 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0433\u043e \u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442\u0430.<\/p>\n<p>\u041f\u0440\u0438\u0441\u043e\u0435\u0434\u0438\u043d\u044f\u0439\u0442\u0435\u0441\u044c \u043a\u00a0<a href=\"https:\/\/t.me\/DataScienceDigest\" rel=\"noopener noreferrer nofollow\"><u>Telegram-\u043a\u0430\u043d\u0430\u043b\u0443<\/u><\/a>\u00a0\u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442\u0430 \u0438 \u0435\u0433\u043e \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430\u043c \u0432 \u0441\u043e\u0446\u0441\u0435\u0442\u044f\u0445:\u00a0<a href=\"https:\/\/medium.com\/datasciencedigest\" rel=\"noopener noreferrer nofollow\"><u>Medium<\/u><\/a>,\u00a0<a href=\"https:\/\/www.facebook.com\/DataScienceDigest\/\" rel=\"noopener noreferrer nofollow\"><u>Facebook<\/u><\/a>,\u00a0<a href=\"https:\/\/twitter.com\/data_digest\" rel=\"noopener noreferrer nofollow\"><u>Twitter<\/u><\/a>,\u00a0<a href=\"https:\/\/www.linkedin.com\/company\/data-science-digest\/\" rel=\"noopener noreferrer nofollow\"><u>LinkedIn<\/u><\/a>, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u0434\u043f\u0438\u0441\u044b\u0432\u0430\u0439\u0442\u0435\u0441\u044c \u043d\u0430 \u043d\u0430\u0441 \u0432\u00a0<a href=\"https:\/\/datasciencedigest.substack.com\/\" rel=\"noopener noreferrer nofollow\">substack<\/a>.<\/p>\n<p>\u2190 \u041f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0439 \u0432\u044b\u043f\u0443\u0441\u043a:\u00a0<a href=\"https:\/\/habr.com\/ru\/post\/562156\/\" rel=\"noopener noreferrer nofollow\">Data Science Digest<\/a>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><!----><!----><\/div>\n<p><!----><!----><br \/> \u0441\u0441\u044b\u043b\u043a\u0430 \u043d\u0430 \u043e\u0440\u0438\u0433\u0438\u043d\u0430\u043b \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/habr.com\/ru\/articles\/563256\/\"> https:\/\/habr.com\/ru\/articles\/563256\/<\/a><br \/><\/br><\/br><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-404689","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/404689","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=404689"}],"version-history":[{"count":0,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=\/wp\/v2\/posts\/404689\/revisions"}],"wp:attachment":[{"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=404689"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=404689"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/savepearlharbor.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=404689"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}