Mastering Python Design Patterns

Deploy deep learning applications into production across multiple platforms. You will work on computer vision applications that use the convolutional neural network (CNN) deep learning model and Pytho

Thisbookformulatesthelargedeformationofa3-Dcompliantbeamasaboundaryvalueproblem(BVP).Unlikeothermethods,suchasfiniteelement(FE)method,thatformulateproblemsbasedondisplacementsand/orrotationalangles,theBVPformulationhasbeenderivedusingcurvaturesthataremorefundamentalinpresentingnonlineargeometries.Sinceinthecaseoffiniterotation,superpositionholdsforcurvaturesbutnotforrotationalangles,themodelismuchsimplerandtheresultingcomputationalprocessismoreefficient.Theaboveadvantageshavebeenemployedinthisresearchtoanalyzecompliantmechanismdesignsusingcurvature-basedbeammodels.Alongwiththemethodofderivingthecompliantmembersinthesameglobalreferenceframe,ageneralizedconstraintactingonacompliantmechanismispresentedtoreplacetraditionalboundaryconstraints(suchasfixed,pinnedorslidingconstraint)wherenoneoronlyonedegreeoffreedom(DOF)isallowed.Inspiredbythedexterityofanaturalbiologicaljointthatoffersefficientmulti-axisrotation,thisresearchextendstothemodelingmethodofageneralizedconstraint(orreferredtohereas

Research on the brain has shown that emotion plays a key role in learning, but how can educators apply that research in their day-to-day interactions with students? What are some teaching strategies t

❑ 全方位闡明資料科學領域的相關知識，從統計分析、機器學習、深度學習中所運用的演算法及模型，輔以經濟學視角所提供關於模型的精闢見解，深入探討模型的可用性。❑ 書中結合大量的實際案例與程式碼，幫助讀者學以致用，將具體的應用場景和現有的模型加以結合，從而發現模型更多的潛在應用場景。❑ 章節架構：　1. 透過簡單的實例導引出模型，詳述其理論基礎；　2. 展示實現模型的核心程式；　3. 探討其優缺點及相關

自然語言處理是研究人機之間用自然語言通信的理論和方法，是人工智慧領域的一個重要分支，有著非常廣泛的應用空間。 本書結合作者多年學習和從事自然語言處理相關工作的經驗，力圖用生動的方式深入淺出地介紹自然語言處理的理論、方法和技術。拋棄繁瑣的證明，提取出演算法的核心，幫助讀者儘快地掌握自然語言處理所必備的知識和技能。全書分兩大部分：理論篇和應用篇。理論篇，包含前3章。第1章和第2章是為第3章打基礎，第1

The next highly-anticipated book from famed designer Edyta Sitar is a scrap-lover's fantasy! Packed with breathtaking scrap quilts--each featuring myriad fabrics--you'll discover two inspiring ways to

Where can you hide when you're running from yourself? Catarina thought they'd stopped the Hydra virus. She was wrong. After laying everything on the line to decrypt the vaccine, Cat realises that Lach

本書致力於理論與實踐的緊密結合。全書分十二章，從十二個方面來拆解算法面試會遇到的各種難題。前兩章從技術面試的方法論和心態建設入手，讓讀者能高層建瓴，在心態上做到遊刃有餘，收放自如。接下來的三到十二章，從多個角度去詳解給各類面試算法題，為大家建立一個方案數據庫。這九章分別從基礎數據類型，數組與字符串，鏈表，堆棧，二叉樹，堆(heap)，二分查找法，圖論，貪婪算法，動態規劃等若干個方面去覆蓋算法面試中

This all-new book by Tony Koester explains how steam, diesel, and electric servicing facilities work, with details on the processes and equipment that can be replicated on model railroad layouts.The b

(Evans Piano Education). Scales have long been considered an essential element of keyboard mastery. They provide piano students the technical skill needed to play the instrument and give practical ins

This book is an essential guide or foundational toolkit for anyone who is involved in the process of developing, offering or selling any type of product or service. Based on how to surf on the waves o

Sustainability is now a buzzword both among professionals and scholars. However, though climate change and resource depletion are now widely recognized by business as major challenges, and while new p

(Guitar). Have you ever watched a guitarist travel around the fretboard and wonder how they know where their fingers are going? Do you find yourself confused with connecting different positions or are

The management of a canal starts from setting the demand delivery accurately taking into account the crops necessities during the irrigation cycle and establishing the gate trajectories for controllin