--- title: "Design an Easy-to-Use Deep Learning Framework" url: https://daily.dev/posts/design-an-easy-to-use-deep-learning-framework-69lofnf4o source_url: https://towardsdatascience.com/design-an-easy-to-use-deep-learning-framework-52d7c37e415f type: article source: "Towards Data Science" published: 2024-04-10T07:47:08.800Z updated: 2024-05-09T09:21:59.549Z tags: ["ux", "tensorflow", "keras"] reading_time: 10 upvotes: 5 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Design an Easy-to-Use Deep Learning Framework **[Towards Data Science](https://daily.dev/sources/tds)** · 10 min read · 5 upvotes · 0 comments ## Summary Learn about the three important software design principles for an easy-to-use deep learning framework: design end-to-end workflows, minimize cognitive load, and prioritize interaction over documentation. Understand why user experience is crucial for open-source software and how deep learning frameworks like TensorFlow, PyTorch, and JAX invest heavily in user experience. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [Don’t just attend KubeCon \+ CloudNativeCon, Merge Forward your experience\!](https://daily.dev/posts/don-t-just-attend-kubecon-cloudnativecon-merge-forward-your-experience--l0rpp73x8) · CNCF · 0 upvotes · 0 comments - [Announcing H2 2026 KCDs](https://daily.dev/posts/announcing-h2-2026-kcds-m96goajm1) · CNCF · 1 upvotes · 0 comments - [Two months of Open Community Groups](https://daily.dev/posts/two-months-of-open-community-groups-asf52zhbs) · CNCF · 0 upvotes · 0 comments --- Tags: [#ux](https://daily.dev/tags/ux), [#tensorflow](https://daily.dev/tags/tensorflow), [#keras](https://daily.dev/tags/keras) [View this post on daily.dev](https://daily.dev/posts/design-an-easy-to-use-deep-learning-framework-69lofnf4o)