328 lines
11 KiB
JavaScript
Executable File
328 lines
11 KiB
JavaScript
Executable File
import {
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HeroCitationBlock,
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HeroCitationTitle,
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HeroColumn1,
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HeroColumn2,
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HeroContainer,
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HeroContent,
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HeroDownloadsImg,
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HeroFollowBlock,
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HeroImgWrap,
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HeroLink,
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HeroNewsBlock,
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HeroNewsItem,
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HeroNewsItemContent,
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HeroNewsItemDate,
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HeroNewsMoreButton,
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HeroNewsTitle,
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HeroRow,
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Img,
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UDLLink,
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} from "@/components/HeroSection/HeroElements";
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import img from "@/images/book_cover.jpg";
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import { useState } from "react";
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const citation = `
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@book{prince2023understanding,
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author = "Simon J.D. Prince",
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title = "Understanding Deep Learning",
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publisher = "The MIT Press",
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year = 2023,
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url = "http://udlbook.com"
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}
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`;
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const news = [
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{
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// date: "03/6/25",
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// content: (
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// <HeroNewsItemContent>
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// New {" "}
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// <UDLLink href="https://dl4ds.github.io/sp2025/lectures/">
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// slides and video lectures
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// </UDLLink>{" "}
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// that closely follow the book from Thomas Gardos of Boston University.
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// </HeroNewsItemContent>
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// ),
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},
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{
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date: "02/19/25",
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content: (
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<HeroNewsItemContent>
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Three new blogs {" "}
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<UDLLink href="https://rbcborealis.com/research-blogs/odes-and-sdes-for-machine-learning/">
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[1]
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</UDLLink>
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<UDLLink href="https://rbcborealis.com/research-blogs/introduction-ordinary-differential-equations/">
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[2]
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</UDLLink>
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<UDLLink href="https://rbcborealis.com/research-blogs/closed-form-solutions-for-odes/">
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[3]
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</UDLLink>{" "}
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on ODEs and SDEs in machine learning.
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</HeroNewsItemContent>
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),
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},
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{
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date: "01/23/25",
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content: (
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<HeroNewsItemContent>
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Added{" "}
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<UDLLink href="https://github.com/udlbook/udlbook/raw/main/understanding-deep-learning-final.bib">
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bibfile
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</UDLLink>{" "} for book and
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<UDLLink href="https://github.com/udlbook/udlbook/raw/main/UDL_Equations.tex">
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LaTeX
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</UDLLink>{" "}
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for all equations
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</HeroNewsItemContent>
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),
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},
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{
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date: "12/17/24",
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content: (
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<HeroNewsItemContent>
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<UDLLink href="https://www.youtube.com/playlist?list=PLRdABJkXXytCz19PsZ1PCQBKoZGV069k3">
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Video lectures
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</UDLLink>{" "}
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for chapters 1-12 from Tamer Elsayed of Qatar University.
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</HeroNewsItemContent>
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),
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},
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{
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date: "12/05/24",
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content: (
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<HeroNewsItemContent>
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New{" "}
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<UDLLink href="https://rbcborealis.com/research-blogs/neural-network-gaussian-processes/">
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blog
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</UDLLink>{" "}
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on Neural network Gaussian processes
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</HeroNewsItemContent>
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),
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},
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{
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date: "11/14/24",
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content: (
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<HeroNewsItemContent>
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New{" "}
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<UDLLink href=" https://rbcborealis.com/research-blogs/bayesian-neural-networks/">
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blog
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</UDLLink>{" "}
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on Bayesian Neural Networks
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</HeroNewsItemContent>
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),
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},
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{
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date: "08/13/24",
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content: (
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<HeroNewsItemContent>
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New{" "}
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<UDLLink href="https://www.borealisai.com/research-blogs/bayesian-machine-learning-function-space/">
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blog
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</UDLLink>{" "}
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on Bayesian machine learning (function perspective)
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</HeroNewsItemContent>
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),
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},
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{
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date: "08/05/24",
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content: (
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<HeroNewsItemContent>
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Added{" "}
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<UDLLink href="https://udlbook.github.io/udlfigures/">
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interactive figures
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</UDLLink>{" "}
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to explore 1D linear regression, shallow and deep networks, Gabor model.
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</HeroNewsItemContent>
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),
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},
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{
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date: "07/30/24",
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content: (
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<HeroNewsItemContent>
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New{" "}
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<UDLLink href="https://www.borealisai.com/research-blogs/bayesian-machine-learning-parameter-space/">
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blog
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</UDLLink>{" "}
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on Bayesian machine learning (parameter perspective)
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</HeroNewsItemContent>
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),
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},
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{
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date: "05/22/24",
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content: (
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<HeroNewsItemContent>
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New{" "}
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<UDLLink href="https://borealisai.com/research-blogs/neural-tangent-kernel-applications/">
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blog
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</UDLLink>{" "}
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about the applications of the neural tangent kernel.
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</HeroNewsItemContent>
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),
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},
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{
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date: "05/10/24",
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content: (
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<HeroNewsItemContent>
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Positive{" "}
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<UDLLink href="https://github.com/udlbook/udlbook/blob/main/public/NMI_Review.pdf">
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review
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</UDLLink>{" "}
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in Nature Machine Intelligence.
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</HeroNewsItemContent>
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),
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},
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// {
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// date: "03/12/24",
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// content: <HeroNewsItemContent>Book now available again.</HeroNewsItemContent>,
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// },
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{
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date: "02/21/24",
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content: (
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<HeroNewsItemContent>
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New blog about the{" "}
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<UDLLink href="https://borealisai.com/research-blogs/the-neural-tangent-kernel/">
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Neural Tangent Kernel
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</UDLLink>
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.
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</HeroNewsItemContent>
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),
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},
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// {
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// date: "02/15/24",
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// content: (
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// <HeroNewsItemContent>
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// First printing of book has sold out in most places. Second printing available
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// mid-March.
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// </HeroNewsItemContent>
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// ),
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// },
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{
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date: "01/29/24",
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content: (
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<HeroNewsItemContent>
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New blog about{" "}
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<UDLLink href="https://borealisai.com/research-blogs/gradient-flow/">
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gradient flow
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</UDLLink>{" "}
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published.
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</HeroNewsItemContent>
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),
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},
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{
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date: "12/26/23",
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content: (
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<HeroNewsItemContent>
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Machine Learning Street Talk{" "}
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<UDLLink href="https://youtube.com/watch?v=sJXn4Cl4oww">podcast</UDLLink> discussing
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book.
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</HeroNewsItemContent>
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),
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},
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{
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date: "12/19/23",
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content: (
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<HeroNewsItemContent>
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Deeper Insights{" "}
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<UDLLink href="https://podcasts.apple.com/us/podcast/understanding-deep-learning-with-simon-prince/id1669436318?i=1000638269385">
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podcast
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</UDLLink>{" "}
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discussing book.
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</HeroNewsItemContent>
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),
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},
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{
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date: "12/06/23",
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content: (
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<HeroNewsItemContent>
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<UDLLink href="https://borealisai.com/news/understanding-deep-learning/">
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Interview
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</UDLLink>{" "}
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with Borealis AI.
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</HeroNewsItemContent>
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),
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},
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{
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date: "12/05/23",
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content: (
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<HeroNewsItemContent>
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Book released by{" "}
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<UDLLink href="https://mitpress.mit.edu/9780262048644/understanding-deep-learning/">
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The MIT Press
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</UDLLink>
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.
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</HeroNewsItemContent>
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),
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},
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];
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export default function HeroSection() {
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const [showMoreNews, setShowMoreNews] = useState(false);
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const toggleShowMore = () => {
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setShowMoreNews((p) => !p);
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};
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return (
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<HeroContainer id="home">
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<HeroContent>
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<HeroRow>
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<HeroColumn1>
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<HeroNewsBlock>
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<HeroNewsTitle>RECENT NEWS:</HeroNewsTitle>
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{(showMoreNews ? news : news.slice(0, 7)).map((item, index) => (
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<HeroNewsItem key={index}>
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<HeroNewsItemDate>{item.date}</HeroNewsItemDate>
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{item.content}
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</HeroNewsItem>
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))}
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<HeroNewsMoreButton onClick={toggleShowMore}>
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{showMoreNews ? "Show less" : "Show more"}
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</HeroNewsMoreButton>
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</HeroNewsBlock>
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<HeroCitationTitle>CITATION:</HeroCitationTitle>
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<HeroCitationBlock>
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<pre>
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<code>{citation}</code>
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</pre>
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</HeroCitationBlock>
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<HeroFollowBlock>
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Follow me on{" "}
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<UDLLink href="https://twitter.com/SimonPrinceAI">Twitter</UDLLink> or{" "}
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<UDLLink href="https://linkedin.com/in/simon-prince-615bb9165/">
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LinkedIn
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</UDLLink>{" "}
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for updates.
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</HeroFollowBlock>
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</HeroColumn1>
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<HeroColumn2>
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<HeroImgWrap>
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<Img src={img} alt="Book Cover" />
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</HeroImgWrap>
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<HeroLink href="https://github.com/udlbook/udlbook/releases/download/v5.0.1/UnderstandingDeepLearning_03_26_25_C.pdf">
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Download full PDF (26 March 2025)
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</HeroLink>
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<br />
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<HeroDownloadsImg
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src="https://img.shields.io/github/downloads/udlbook/udlbook/total"
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alt="download stats shield"
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/>
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<HeroLink href="https://mitpress.mit.edu/9780262048644/understanding-deep-learning/">
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Buy the book
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</HeroLink>
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<HeroLink href="https://github.com/udlbook/udlbook/raw/main/UDL_Answer_Booklet_Students.pdf">
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Answers to selected questions
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</HeroLink>
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<HeroLink href="https://github.com/udlbook/udlbook/raw/main/UDL_Errata.pdf">
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Errata
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</HeroLink>
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</HeroColumn2> <h1></h1>
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</HeroRow>
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</HeroContent>
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</HeroContainer>
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);
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}
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