Parallel Genetic Algorithms

Syaman Rapongan—one of the Indigenous Tao people of Orchid Island near Taiwan—calls himself an “ocean writer.” His works blend Tao folklore and accounts of maritime life with keen critique of the social, psychological, and ecological harms of colonialism. Eyes of the Ocean is his literary autobiography, both a powerful story of survival in a settler state and a masterful portrait of the Indigenous artist as a young man.In colloquial and vivid prose, Syaman Rapongan depicts Tao beliefs in ghosts, practices of exorcism, and the parallel worlds that exist alongside the human realm. He recounts his difficulties speaking Mandarin in school, his experiences of racial discrimination and exploitation in Taipei, and his decision to return to Orchid Island to rediscover his cultural heritage, as well as his travels to visit other Indigenous artists in places such as Greenland. Eyes of the Ocean also tells the story of Syaman Rapongan’s formation as a writer, a practitioner of a genre of his own

From one of tech’s boldest thinkers and his longtime deputy and advisor, a sweeping indictment of Silicon Valley, showing how the West has slid into a culture of complacency, even as we enter a new era of mounting global threats.Silicon Valley has lost its way. From the founding of the American republic through much of the twentieth century, our most brilliant engineering minds collaborated with government to advance world-changing technologies. Their efforts secured the West’s dominant place in the geopolitical order. But that relationship has now eroded, with perilous repercussions.The focus of tech companies drifted to consumers, as they constructed elaborate online advertising and social media platforms. The market rewarded this shallow engagement with the potential of technology. The result? An entire generation of talented engineers and founders built photo-sharing apps and marketing algorithms, often unwittingly becoming vessels for the ambitions of others and depriving themselv

This commentary on the Analects will bring you back in time to meet the Sage whose teachings on benevolence and integrity are deeply infused within the Chinese culture。 Confucius’ students included political advisors，military strategists，educators，businessmen，philosophers，warlords，and kings。 How could he possibly teach his way so calmly and gracefully through states and kingdoms of hegemons vying for regional power？ Who was this man！？ This is a book by two masters，one ancient and one contemporary，both enigmatic。 The lives of Confucius and Master Nan Huai-Chin (Nan Huaijin)，in many ways，parallel each other。 Both lived through tumultuous times，both had to leave their home state and wander only to return in old age to their birthplace。 They were teachers，learned in many fields and arts and in life itself，but not scholars in the traditional sense；rather，they were masters of all they engaged in。 They had students from all walks of life，were advisors of statesmen of all ranks and were flan

Ari Avatar is just your average Roblox kid living in a blocky world! Battle monsters and avoid disasters in a Roblox world -- all through the eyes of Ari and his friends. Diary of a Roblox Pro is a must-read for any kid who loves to game!Ari and his friends have discovered a portal to a parallel universe. And Ari is shocked to find that in this world, he's a millionaire! With a butler, dragon pets, and all the candy he could possibly eat, why would Ari ever want to go back home? Or is there something more threatening in this universe that Ari can't see?Join Ari and his friends on the seventh unofficial Diary of a Roblox Pro adventure!

The 2024 New York Times / New York Public Library Best Illustrated Children's BooksA thoughtful book that will resonate with travelers, homebodies, and anyone who's ever longed for an old friend or a new journey. Dan is the owner of a caf? living in a small town on the coast. Aki is a sailor on the sea, traveling from place to place. Dan loves his familiar views and enjoys welcoming visitors from far away. Aki loves the wonders he sees abroad and enjoys meeting new people in distant lands. Though Dan likes his life, and Aki likes his life, they each feel so alone sometimes. But every once in a while, separate lives can collide and make the world feel large and small all at once. Following the parallel stories of Dan and Aki, Here and There introduces readers to two contrasting yet connected characters. Thea Lu's evocative text and art will spark lasting conversations about home, travel, and the similarities between very different people.

【書籍特點】☆Transformer：自注意力、多頭注意力、位置編碼☆GPT：文字生成、Greedy Search、Beam Search、困惑度評估☆BERT：遮罩語言模型、預訓練、微調、分類任務☆ViT：影像分塊、視覺嵌入、注意力量化☆微調方法：Adapter Tuning、LoRA、P-Tuning☆資料處理：文字清洗、分詞、嵌入向量、資料增強☆混合精度與分散式訓練：Data Parallel、Model Parallel、梯度累積☆對比學習與對抗訓練：SimCLR、GAN、自監督任務☆最佳化器：AdamW、LAMB、動態學習率、Warmup、餘弦退火☆模型壓縮：知識蒸餾、教師學生架構、權重剪枝☆訓練流程：Tokenization、多GPU訓練、訓練中斷與恢復☆微調實作：資料集切分、層級凍結、超參數調整、推理量化【內容簡介】本書共分為12章，涵蓋大模型的建構、訓練與微調流程。第一章介紹Transformer的基本原理，包括自注意力、多頭注意力與位置編碼。第二章說明GPT模型的文字生成機制與實作方法，並比較Greedy與Beam Search等生成策略。第三章講解BERT模型的編碼結構與遮罩語言模型任務，並說明如何應用於分類任務。第四章介紹ViT模型在影像分塊、嵌入與注意力運算上的應用。第五章說明Adapter Tuning、LoRA、P-Tuning等常見微調方法。第六章說明資料清洗、資料增強與嵌入向量生成等處理技術。第七章解釋混合精度訓練、多GPU併行與梯度累積等效率優化技術。第八章涵蓋對比學習與對抗訓練，包括SimCLR與GAN的實作細節。第九章介紹AdamW與LAMB最佳化器，並比較各種動態學習率排程方式。第十章說明知識蒸餾與剪枝，包括教師學生架構與多頭注意力精簡方法。第十一章示範大模型訓練流程，從資料前處理到訓練中斷與恢復。第十二章介紹模型微調的實作，包括資料集切分、參數設定與推理效能調整。

以《Sword Art Online》為主題，陪伴粉絲度過充滿驚喜的節慶時光。日曆設計包含25個驚喜口袋，每天開啟都能獲得不同收藏品──從角色卡、壓克力立牌、胸章、貼紙到迷你筆記本與文具小物，讓人逐步沉浸於桐人與亞絲娜的虛擬世界。整體設計質感高雅，內容豐富多樣，兼具收藏與展示價值。無論作為聖誕倒數或紀念禮物，皆能讓粉絲重溫《Sword Art Online》的浪漫與冒險。Spend the holidays with Kirito and Asuna with this calendar full of exclusive surprises!Cards, acrylic stands, badges, stickers and more await you every day to immerse you in the parallel world of Sword Art Online!25 DAYS OF SURPRISES: Count down to the holidays or any other special occasion and receive 25 days of Sword Art Online–themed collectibles by opening a pocket each day.COLLECTIBLE PRIZES: This 25-day advent calendar features high-quality collectible items—buttons, sticky notes, coasters, mini booklets, pencils, and more—that are designed to last so that you can show off your love for Sword Art Online year-round.

榮獲ANTHEM大獎，入選《金融時報》2024年度最佳好書——《演算法》揭露AI正在悄悄主宰我們的工作與生活。記者Hilke Schellmann深入追蹤演算法如何影響求職、監控員工、甚至預測心理健康。她揭示AI背後的偏見與錯誤，並呼籲人類應奪回對未來的主導權。在這個AI重塑世界的時代，本書是一道警鐘，也是一線希望。ANTHEM AWARD WINNER • NAMED A FINANCIAL TIMES BEST BOOK OF THE YEAR 2024AI is on the brink of dominating our lives, threating our privacy and human future—if we don’t take action now. In The Algorithm, Emmy‑award winning Wall Street Journal and Guardian contributor Hilke Schellmann delivers a shocking and illuminating exposé on one of the most pressing civil rights issues of our time: how AI has quietly, and mostly out of sight, taken over the world of work. Schellmann takes readers on a journalistic detective story, meeting job applicants and employees who have been subjected to these technologies, playing AI-based video games that companies use for hiring, and investigating algorithms that scan our online activity to construct personality profiles— including if we are prone to self -harm. She convinces whistleblowers to share r

內容介紹：在 ChatGPT 帶起生成式 AI 百家齊放的新世紀, 整合語言模型已勢不可擋。隨著 OpenAI 釋出更厲害的新模型與整合度更高的 API, 善用語言模型理解文意與能言善道的超強特性, 邁入『自然語言就是程式語言』的願景已經不再是夢想。終端用戶將使用自然語言操控應用程式, 由語言模型自主理解規劃邏輯流程, 我們的程式則是語言模型背後的軍火庫, 串接外部各式各樣的功能。| 用真實上線的 GPTs 學 action 開發 |即使 GPTs 已經提供搜尋網路、上傳檔案的功能, 仍然無法隨意取用外部功能, 因此 GPTs 最關鍵的環節就是 action 外掛系統, 讓語言模型與外界接軌。本書會帶大家用真實上線的台鐵時刻表查詢專家當範例, 手把手教你設計 GPTs action, 補強客製 GPTs 欠缺的功能。| 串接 Google OAuth2 API 管控 action 使用者 |客製的 GPTs 要能針對不同使用者提供客製服務才是真客製, 本書會說明如何串接 Google OAuth2 API, 幫 GPTs action 加上登入 Google 帳號機制, 以便後端程式可以根據登入的使用者提供不同的服務, 設計出真正客製的 ChatGPT。| Chat/Assistants API 全解析 |Assistants API 是 OpenAI API 家族的大禮, 以往我們必須自己處理的對話記錄、網路搜尋、向量資料庫、程式執行工具、文字生圖等等功能, 現在全部整合在 Assistants API 中, 成為實作 AI 助理的基石。本書會帶大家深度瞭解 Chat API 與 Assistants API 的差異, 讓你針對問題挑選適當的 API。| 深入 function calling 機制 |即使是最新的 gpt-4 模型, 訓練資料也僅止於 2023 年 4 月, 模型本身也不能連網取得新知, 更無法介接外部 API。透過 function calling 機制, 就可以撰寫各式各樣的函式作為延伸語言模型能力的外掛, 任由模型取用。新版模型更強化功能, 提供 parallel function calling, 即使複雜問題也能自動分解由多個函式完成。| 整合 gpt-4-vision 模型 |gpt-4-vision 讓模型長眼睛, 本書就利用這項功

From the discoveries of the principles of genetic inheritance in the 19th century to the development of the concepts of human molecular genetic disease in the 20th century, the treatment of human disease has been transformed from a focus on symptoms to the goal of correcting underlying genetic defects which are the cause of many human diseases. Here, Theodore Friedmann shows that this scientific revolution in medicine compares in importance to Copernicus's demonstration of the sun-centered order of the planetary system, the 18th and 19th century discoveries of the cellular structure of living systems, germ theory of disease, the invention of anaesthesia, and the discovery that genetic information is stored and transmitted by DNA. The Origin and Development of Genetic Therapies explores the origins and early developmental history of the medical field of gene therapy. Friedmann examines the early failures and increasingly promising clinical "successes" for this new approach to cure genet

In a world increasingly run by algorithms and artificial intelligence, Hatim Rahman traces how organizations are using algorithms to control workers in an "invisible cage." Inside the Invisible Cage uses unique longitudinal data to investigate how digital labor platforms use algorithms to dictate the actions of high-skilled workers by determining accepted behaviors, work opportunities, and even success. As Hatim Rahman explains, employers can use algorithms to shift rules and guidelines without notice, explanation, or recourse for workers. The invisible cage signals a profound shift in the way markets and organizations categorize and ultimately control people. Unlike previous forms of labor control, the invisible cage is ubiquitous, yet it is also opaque and shifting, which makes breaking free from it difficult for workers. This book traces how the invisible cage was developed over time and the implications it has for the spread of new technology, such as generative artificial intellig

In this issue of Clinics in Perinatology, guest editors Drs. Patrick Gallagher and Alex R. Kemperbring their considerable expertise to the topic of Genetics, Newborn Screening, and Inborn Errors of Metabolism. Early recognition through newborn screening is vital for detecting the 6,000 potentially affected newborns each year in the U.S., as timely treatment can prevent early death and long-term morbidity. In this issue, top experts provides important clinical updates in genetic testing, genome sequencing, and newborn screening.Contains 14 practice-oriented topics, including approach to the neonate with suspected inborn error of metabolism; prenatal genetic diagnosis; the future of clinical genomics; genetic testing in the neonate; genetics of congenital heart disease; and moreProvides in-depth clinical reviews of genetics, newborn screening, and inborn errors of metabolism, offering actionable insights for clinical practicePresents the latest information on this timely, focused topic

THE TIMES BEST SCIENCE BOOK OF 2024GUARDIAN BEST IDEAS BOOKS OF 2024ECONOMIST BEST BOOKS OF 2024FINANCIAL TIMES BEST BOOKS OF 2024From one of the world’s great science writers, a book that explores the deepest principles of evolutionary history. In this groundbreaking new approach to the evolution of all life, Richard Dawkins shows how the body, behaviour, and genes of every living creature can be read as a book – an archive of the worlds of its ancestors. A perfectly camouflaged desert lizard has a desiccated landscape of sand and stones ‘painted’ on its back.Its skin can be read as a description of ancient deserts in which its ancestors survived – and, before that, of the worlds of its more remote ancestors: a genetic book of the dead. But such descriptions are more than skin-deep. The fine chisels of Darwinian natural selection carve their way through the very warp and woof of the body, into every biochemical nook and corner, into every cell of every living creature.A zoologist of t

This book explores the rapidly changing genetic scene, investigations, findings, and appropriate treatments for reflex epilepsies. Focusing on clinical symptoms, diagnostic criteria, and best therapie

A compelling memoir by ABC News correspondent James Longman in which he discusses mental illness and trauma in families, what the latest genetic science is telling us, and how to not only persevere but thrive.James Longman was a preteen in boarding school when his dad, who was diagnosed with depression and schizophrenia, died by suicide. As he got older, James’s own bouts of depression spurred him to examine how his father’s mental health might have affected his own. He engaged with experts to uncover the science behind what is inherited, how much environmental factors can impact genetic traits, and how one can overcome a familial history of mental illness and trauma.In The Inherited Mind, James Longman invites readers to reflect on their own stories as he shares his quest to better understand himself and his family. Through speaking to mental health experts, to those who have had similar familial experiences, and about his own life stories, James shows us, with heart and humor, how mu

The availability of packaged clustering programs means that anyone with data can easily do cluster analysis on it. But many users of this technology don't fully appreciate its many hidden dangers. In today's world of "grab and go algorithms," part of my motivation for writing this book is to provide users with a set of cautionary tales about cluster analysis, for it is very much an art as well as a science, and it is easy to stumble if you don't understand its pitfalls.Indeed, it is easy to trip over them even if you do! The parenthetical word usually in the title is very important, because all clustering algorithms can and do fail from time to time. Modern cluster analysis has become so technically intricate that it is often hard for the beginner or the non-specialist to appreciate and understand its many hidden dangers. Here's how Yogi Berra put it, and he was right:In theory there's no difference between theory and practice.In practice, there is ~Yogi BerraThis book is a step backwa

This book addresses elements of VANET alongwith communication components, functionality and configuration, including issues like security, speed of message forwarding, priority-based forwarding, and malicious node detections and preventions supported by examples, case studies, technical descriptions, scenarios, procedures, algorithms and protocols.

Raewyn Caisley’s gentle text and Gabriel Evan’s timeless illustrations conjoin to celebrate the beauty of maths and friendship, hand in hand.From the parallel lines of moonlight pouring through her bedroom blinds, to counting daisy petals in the garden, Maddie adores maths. If only she had a friend who marvelled at it as she does. Then Dad takes Maddie, along with her new classmate Priya, to the observatory where the unfathomable numbers of stars take their breath away.

Throughout the long-term evolution of global capital markets, stock markets, and crypto-asset markets have historically operated as two parallel systems: the former is built upon over a century of institutional accumulation and vast institutional networks, while the latter has thrived within the technological framework of blockchain. Today, with the ongoing implementation and application of new models—such as the tokenization of real world assets (RWAs), stablecoins, crypto-asset ETFs, and digital asset treasury (DAT) companies—the convergence of securities and crypto is emerging as the most disruptive transformation trajectory in capital markets. Traditional securities are stepping into the on-chain world, while native crypto-assets are making their way into the mainstream financial arena through compliant pathways. Capital markets are witnessing a historic convergence characterized by "mutual convergence."  This book presents a comprehensive overview of the convergence of securities

New technologies are offering companies, politicians, and others unprecedented opportunity to manipulate us. Sometimes we are given the illusion of power - of freedom - through choice, yet the game is rigged, pushing us in specific directions that lead to less wealth, worse health, and weaker democracy. In, Manipulation, nudge theory pioneer and New York Times bestselling author, Cass Sunstein, offers a new definition of manipulation for the digital age, explains why it is wrong; and shows what we can do about it.He reveals how manipulation compromises freedom and personal agency, while threatening to reduce our well-being; he explains the difference between manipulation and unobjectionable forms of influence, including 'nudges'; and he lifts the lid on online manipulation and manipulation by artificial intelligence, algorithms, and generative AI, as well as threats posed by deepfakes, social media, and 'dark patterns,' which can trick people into giving up time and money. Drawing on d

In a pioneering monograph-length study of the theological journey of Moses ben Shemtov de Le鏮 of Guadalajara--self-proclaimed "Light of the West" and presumed writer of the Zohar, the kabbalah's crowning literary achievement--Avishai Bar-Asher and Jeremy Phillip Brown reach bold new conclusions about the kabbalah's prominence in medieval Castile. Through rigorous examinations of fragmentary texts inaccessible to scholars previously, the authors unearth critical insights about de Le鏮, specifically his regimens of pious living, discourse on gender, understanding of the Hebrew language, and signature thirteen-fold speculation. Bar-Asher and Brown correlate the large body of de Le鏮's Hebrew writings with the canonical Zohar, charting the parallel paths of their growth. They also reveal, with unprecedented clarity, the reciprocally interreferential character of the twin corpora at the heart of Castilian kabbalah. Through the exploration of a variety of alternative contexts offering new inte

The Rise and Fall of Leaders Who Shaped the World.Step into ancient Rome and discover the lives of its most iconic leaders. These were men whose ambition, courage, and moral struggles shaped the destiny of an empire. The Romans: Stories of Leadership and Legacy presents gripping biographies from Plutarch' s Parallel Lives, highlighting Roman heroes and rivals whose impact still resonates today.Perfect for history lovers, students, or anyone fascinated by politics and power, this collection reveals what it means to lead and why even the greatest can fall.THEMES YOU' LL EXPLOREPower & Responsibility Virtue vs. AmbitionCivic Duty & Legacy Courage, Failure & RedemptionPolitical Philosophy WHY READ THIS BOOK?Want to understand how empires rise and fall?Fascinated by true stories of ambition and power?Curious about the personal struggles of history's giants?Looking to draw leadership lessons from the past?This book delivers insight, drama, and wisdom with every page.Perfect For:

Presenting a range of Neo-Latin poems written by distinguished classical scholars across Europe from c. 1490 to c. 1900, this anthology includes a selection of celebrated names in the history of scholarship. Individual chapters present the Neo-Latin poems alongside new English translations (usually the first) and accompanying introductions and commentaries that annotate these verses for a modern readership, and contextualise them within the careers of their authors and the history of classical scholarship in the Renaissance and early modern period. An appealing feature of Renaissance and early modern Latinity is the composition of fine Neo-Latin poetry by major classical scholars, and the interface between this creative work and their scholarly research. In some cases, the two are actually combined in the same work. In others, the creative composition and scholarship accompany each other along parallel tracks, when scholars are moved to write their own verse in the style of the subject

From the Booker-shortlisted author of The Overstory and Bewilderment'A love story of charm and substance, brimming over with ideas, yet anchored in emotional truth' SUNDAY TELEGRAPHIn 1957, brilliant biologist Stuart Ressler sets out to crack the genetic code. Yet his efforts are sidetracked by other, more complex codes - social, moral, musical, and spiritual - as he falls in love with a member of his research team.Years later, another young man and woman investigate a different mystery: why did the promising Ressler suddenly vanish from the world of science?Strand by strand, these two love stories intertwine in a double helix of desire in an enthralling tale about new love and the mysteries of science.

Covering the entire spectrum of this fast-changing field, Diagnostic Imaging: Spine, Fifth Edition, is an invaluable resource for general radiologists, neuroradiologists, and trainees?anyone who requires an easily accessible, highly visual reference on today's spinal imaging. Drs. Jeffrey Ross, Kevin Moore, and their team of highly regarded experts provide updated information on disease identification and imaging techniques to help you make informed decisions at the point of care. The text is lavishly illustrated, delineated, and referenced, making it a useful learning tool as well as a handy reference for daily practice.Serves as a one-stop resource for key concepts and information on radiologic imaging and interpretation of the spine, neck, and central nervous systemContains six robust sections, each beginning with normal imaging anatomy and covering all aspects of this challenging field: Congenital and Genetic Disorders, Trauma, Degenerative Diseases and Arthritides, Infection and I

Selected as a Business ‘Book of the Year’ by the Financial TimesLonglisted for the Financial Times and Schroders Business Book of the Year Award 2024A shocking exposé of how AI controls the world of work.As featured in the New York Times ‘Top 5 Books on AI’Artificial intelligence is being used, on a massive scale, to decide who gets hired, fired and promoted. Through whistleblower exclusives, leaked internal documents and astonishing real-world practices, journalist Hilke Schellmann reveals the secret rise of AI in the world of work. Testing them herself, she discovers that many algorithms making these high-stakes calculations do more harm than good, and traces their origins to troubling pseudoscientific ideas about people’s ‘true’ essence.Interviewing experts, developers and ordinary workers, The Algorithm offers fascinating and alarming truths. From software analysing interviewees’ facial expressions and tone of voice, to video games assessing their performance, to ‘personality profi

A HUMAN-CENTERED APPROACH TO ARTIFICIAL INTELLIGENCE WILL ENSURE HUMAN CONTROL OVER POWERFUL AND HELPFUL FUTURE MOBILE DEVICES AND SERVICESResearchers, developers, business leaders, policy makers, and others are expanding the technology-centered scope of artificial intelligence (AI) to include human-centered AI (HCAI) ways of thinking. This expansion from an algorithm-focused view to embrace a human-centered perspective can shape the future of technology to better serve human needs. The remarkable progress in algorithms for machine and deep learning have opened the doors to new opportunities, and some dark possibilities.However, as many technology companies and thought leaders have said, the goal is not to replace people, but to empower them by making design choices that give humans control over technology. In Human-Centered AI, Professor Ben Shneiderman aims to produce an optimistic, realistic, guide to how artificial intelligence can be used to augment and enhance humans' lives. This