{"id":4069,"date":"2025-05-24T07:02:37","date_gmt":"2025-05-24T07:02:37","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/05\/24\/do-more-with-numpy-array-type-hints-annotate-validate-shape-dtype\/"},"modified":"2025-05-24T07:02:37","modified_gmt":"2025-05-24T07:02:37","slug":"do-more-with-numpy-array-type-hints-annotate-validate-shape-dtype","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/05\/24\/do-more-with-numpy-array-type-hints-annotate-validate-shape-dtype\/","title":{"rendered":"Do More with NumPy Array Type Hints: Annotate &amp; Validate Shape &amp; Dtype"},"content":{"rendered":"\n<div>Do More with NumPy Array Type Hints: Annotate &#038; Validate Shape &#038; Dtype<\/div>\n<p> \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>Improve static analysis and run-time validation with full generic specification<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/do-more-with-numpy-array-type-hints-annotate-validate-shape-dtype\/\">Do More with NumPy Array Type Hints: Annotate &amp; Validate Shape &amp; Dtype<\/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    Christopher Ariza<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/do-more-with-numpy-array-type-hints-annotate-validate-shape-dtype\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Do More with NumPy Array Type Hints: Annotate &#038; Validate Shape &#038; Dtype Improve static analysis and run-time validation with full generic specification The post Do More with NumPy Array Type Hints: Annotate &amp; Validate Shape &amp; Dtype appeared first on Towards Data Science. Christopher Ariza 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":[62,913,160,157,2759,2760,2761],"tags":[385,548,2501],"class_list":["post-4069","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-numpy","category-programming","category-python","category-static-analysis","category-type-hints","category-typing","tag-do","tag-more","tag-numpy"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/4069"}],"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=4069"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/4069\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=4069"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=4069"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=4069"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}