{"id":9856,"date":"2026-01-20T07:02:19","date_gmt":"2026-01-20T07:02:19","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2026\/01\/20\/time-series-isnt-enough-how-graph-neural-networks-change-demand-forecasting\/"},"modified":"2026-01-20T07:02:19","modified_gmt":"2026-01-20T07:02:19","slug":"time-series-isnt-enough-how-graph-neural-networks-change-demand-forecasting","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2026\/01\/20\/time-series-isnt-enough-how-graph-neural-networks-change-demand-forecasting\/","title":{"rendered":"Time Series Isn\u2019t Enough: How Graph Neural Networks Change Demand Forecasting"},"content":{"rendered":"<p>    Time Series Isn\u2019t Enough: How Graph Neural Networks Change Demand Forecasting<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>Why modeling SKUs as a network reveals what traditional forecasts miss<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/time-series-isnt-enough-how-graph-neural-networks-change-demand-forecasting\/\">Time Series Isn\u2019t Enough: How Graph Neural Networks Change Demand Forecasting<\/a> appeared first on <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Partha Sarkar<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/time-series-isnt-enough-how-graph-neural-networks-change-demand-forecasting\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Time Series Isn\u2019t Enough: How Graph Neural Networks Change Demand Forecasting Why modeling SKUs as a network reveals what traditional forecasts miss The post Time Series Isn\u2019t Enough: How Graph Neural Networks Change Demand Forecasting appeared first on Towards Data Science. Partha Sarkar Go to original source<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62,83,1087,240,4636,4637,70],"tags":[4638,325,15],"class_list":["post-9856","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-data-science","category-demand-forecasting","category-editors-pick","category-gnn","category-graph-neural-network","category-machine-learning","tag-isn","tag-series","tag-time"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9856"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=9856"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/9856\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=9856"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=9856"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=9856"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}