The document contains multiple repetitions of a URL for a programming problem on acmicpc.net and grids of numbers. It links to the problem page on solving a chess knight's tour and shares a gist with sample code.
2015년 8월 29일 강남역 네이버 D2에서 열린 SOCC 6th Conference 에서 발표한 자료입니다.
첫 번째로는 많은 사람들이 언제 처음 공부를 시작했는지를 중요하게 생각하는데, 어떻게가 더 중요하다는 점을 강조하고자 했습니다.
두 번째로는 내가 어떻게 공부를 했었는지에 대한 방법을 소개했습니다.
마지막으로 신기한 방법으로 두 문제를 풀어봅니다.
https://www.acmicpc.net/problem/9457
https://www.acmicpc.net/problem/2329
파이썬 날코딩으로 알고 짜는 딥러닝: 프레임워크 없이 단층 퍼셉트론에서 GAN까지
> 관련도서: http://bit.ly/2LcyM9o
CHAPTER 5 다층 퍼셉트론 모델 구조 : 꽃 이미지 분류 신경망
5.1 다층 퍼셉트론을 위한 클래스 설계
5.2 데이터 분할 : 학습, 검증, 평가
5.3 시각화
5.4 이미지 분류 문제와 꽃 이미지 분류 데이터셋
5.5 구현하기 : 모델 클래스
5.6 구현하기 : 데이터셋 클래스
5.7 구현하기 : 네 가지 데이터셋 파생 클래스
5.8 구현하기 : 꽃 이미지 분류 데이터셋 클래스
5.9 구현하기 : 수학 연산과 각종 부수적 기능
5.10 실행하기
2017년 3월 22일 re:View 1st Impact
"코드리뷰를 시작하려는 그대에게" 세션 발표 내용입니다
자세한 행사 내용은 아래 링크를 참고해주시기 바랍니다 ^^
https://reviewmeetup.wordpress.com/2017/03/11/review-1st-impact-20170322/
2015년 8월 29일 강남역 네이버 D2에서 열린 SOCC 6th Conference 에서 발표한 자료입니다.
첫 번째로는 많은 사람들이 언제 처음 공부를 시작했는지를 중요하게 생각하는데, 어떻게가 더 중요하다는 점을 강조하고자 했습니다.
두 번째로는 내가 어떻게 공부를 했었는지에 대한 방법을 소개했습니다.
마지막으로 신기한 방법으로 두 문제를 풀어봅니다.
https://www.acmicpc.net/problem/9457
https://www.acmicpc.net/problem/2329
파이썬 날코딩으로 알고 짜는 딥러닝: 프레임워크 없이 단층 퍼셉트론에서 GAN까지
> 관련도서: http://bit.ly/2LcyM9o
CHAPTER 5 다층 퍼셉트론 모델 구조 : 꽃 이미지 분류 신경망
5.1 다층 퍼셉트론을 위한 클래스 설계
5.2 데이터 분할 : 학습, 검증, 평가
5.3 시각화
5.4 이미지 분류 문제와 꽃 이미지 분류 데이터셋
5.5 구현하기 : 모델 클래스
5.6 구현하기 : 데이터셋 클래스
5.7 구현하기 : 네 가지 데이터셋 파생 클래스
5.8 구현하기 : 꽃 이미지 분류 데이터셋 클래스
5.9 구현하기 : 수학 연산과 각종 부수적 기능
5.10 실행하기
2017년 3월 22일 re:View 1st Impact
"코드리뷰를 시작하려는 그대에게" 세션 발표 내용입니다
자세한 행사 내용은 아래 링크를 참고해주시기 바랍니다 ^^
https://reviewmeetup.wordpress.com/2017/03/11/review-1st-impact-20170322/
딥러닝과 강화 학습으로 나보다 잘하는 쿠키런 AI 구현하기 DEVIEW 2016Taehoon Kim
발표 영상 : https://goo.gl/jrKrvf
데모 영상 : https://youtu.be/exXD6wJLJ6s
Deep Q-Network, Double Q-learning, Dueling Network 등의 기술을 소개하며, hyperparameter, debugging, ensemble 등의 엔지니어링으로 성능을 끌어 올린 과정을 공유합니다.
딥러닝과 강화 학습으로 나보다 잘하는 쿠키런 AI 구현하기 DEVIEW 2016Taehoon Kim
발표 영상 : https://goo.gl/jrKrvf
데모 영상 : https://youtu.be/exXD6wJLJ6s
Deep Q-Network, Double Q-learning, Dueling Network 등의 기술을 소개하며, hyperparameter, debugging, ensemble 등의 엔지니어링으로 성능을 끌어 올린 과정을 공유합니다.
Fast and accurate metrics. Is it actually possible?Bogdan Storozhuk
This talk is a story about complete redesign of one data structure from Dropwizard Metrics library to achieve some way of measuring histogram without outliers, approximations and with acceptable performance. We will talk about hard and controversial decisions programmer should make to design fast, concise but in the same time very simple data structures. You will learn about: memory consumption optimizations, minimizing allocations, decreasing GC pressure, achieving thread safety.
A strategic approach to crafting abstracts for life sciences research publications to maximize their discovery in search engines as well as utility and citability for audiences beyond other researchers. This workshop was designed for the University of Michigan North Campus Research Center community.
We are making next-Gen easy to adapt and creating your network easy to operate. Therefore, you can quickly configure, troubleshoot, and secure your network while minimizing errors. Reach us for more information about our plugin services.
Logs Are Magic: Why Git Workflows and Commit Structure Should Matter To YouJohn Anderson
Git is a powerful, critical, yet poorly understood tool that virtually all Open Source developers use. One of the key features that git provides is a powerful and comprehensive log that displays the history of all the changes that have happened in a project, including potential developments that weren't ever merged, details about former versions of software that can inform future development, and even such mundane details as whether development on feature A started before or after development of bugfix B.
Despite the power and utility of git's log, few developers take full advantage of it. Worse, some common practices that developers have adopted in the name of convenience (or just plain cargo culting) can actually destroy this useful information. Moreover, if developers are following the common exhortation to "commit often", they may end up with logs full of uninteresting noise, as all the details of debugging attempts and experiments are inadvertently recorded.
This talk will:
* detail the potential benefits of having informative and well structured logs
* discuss common developer habits that can make logs less useful
* explain techniques to preserve informative development history
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
Welcome to the first live UiPath Community Day Dubai! Join us for this unique occasion to meet our local and global UiPath Community and leaders. You will get a full view of the MEA region's automation landscape and the AI Powered automation technology capabilities of UiPath. Also, hosted by our local partners Marc Ellis, you will enjoy a half-day packed with industry insights and automation peers networking.
📕 Curious on our agenda? Wait no more!
10:00 Welcome note - UiPath Community in Dubai
Lovely Sinha, UiPath Community Chapter Leader, UiPath MVPx3, Hyper-automation Consultant, First Abu Dhabi Bank
10:20 A UiPath cross-region MEA overview
Ashraf El Zarka, VP and Managing Director MEA, UiPath
10:35: Customer Success Journey
Deepthi Deepak, Head of Intelligent Automation CoE, First Abu Dhabi Bank
11:15 The UiPath approach to GenAI with our three principles: improve accuracy, supercharge productivity, and automate more
Boris Krumrey, Global VP, Automation Innovation, UiPath
12:15 To discover how Marc Ellis leverages tech-driven solutions in recruitment and managed services.
Brendan Lingam, Director of Sales and Business Development, Marc Ellis
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Le nuove frontiere dell'AI nell'RPA con UiPath Autopilot™UiPathCommunity
In questo evento online gratuito, organizzato dalla Community Italiana di UiPath, potrai esplorare le nuove funzionalità di Autopilot, il tool che integra l'Intelligenza Artificiale nei processi di sviluppo e utilizzo delle Automazioni.
📕 Vedremo insieme alcuni esempi dell'utilizzo di Autopilot in diversi tool della Suite UiPath:
Autopilot per Studio Web
Autopilot per Studio
Autopilot per Apps
Clipboard AI
GenAI applicata alla Document Understanding
👨🏫👨💻 Speakers:
Stefano Negro, UiPath MVPx3, RPA Tech Lead @ BSP Consultant
Flavio Martinelli, UiPath MVP 2023, Technical Account Manager @UiPath
Andrei Tasca, RPA Solutions Team Lead @NTT Data
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
The Metaverse and AI: how can decision-makers harness the Metaverse for their...Jen Stirrup
The Metaverse is popularized in science fiction, and now it is becoming closer to being a part of our daily lives through the use of social media and shopping companies. How can businesses survive in a world where Artificial Intelligence is becoming the present as well as the future of technology, and how does the Metaverse fit into business strategy when futurist ideas are developing into reality at accelerated rates? How do we do this when our data isn't up to scratch? How can we move towards success with our data so we are set up for the Metaverse when it arrives?
How can you help your company evolve, adapt, and succeed using Artificial Intelligence and the Metaverse to stay ahead of the competition? What are the potential issues, complications, and benefits that these technologies could bring to us and our organizations? In this session, Jen Stirrup will explain how to start thinking about these technologies as an organisation.
SAP Sapphire 2024 - ASUG301 building better apps with SAP Fiori.pdfPeter Spielvogel
Building better applications for business users with SAP Fiori.
• What is SAP Fiori and why it matters to you
• How a better user experience drives measurable business benefits
• How to get started with SAP Fiori today
• How SAP Fiori elements accelerates application development
• How SAP Build Code includes SAP Fiori tools and other generative artificial intelligence capabilities
• How SAP Fiori paves the way for using AI in SAP apps