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  • 【動画解説】2020年に読んだAI論文100本全部解説(俺的ベスト3付き) - Qiita

    この記事は私, wataokaが1年間をかけて作り続けた超大作記事です. 総文字数は8万を超えていますので, お好みのところだけでもみていってください. ついにこの時が来ました!!!!! 1年間書き続けたQiita記事です!!!!! ご覧下さい!!!!!https://t.co/eKBwP1zoeB — 綿岡 晃輝 (@Wataoka_Koki) December 31, 2020 俺的ランキング 動画での解説も挑戦してみました! ぜひぜひご覧下さい! 動画のリンク 第3位: Likelihood-Free Overcomplete ICA and Applications in Causal Discovery wataokaの日本語訳「尤度が必要ない過完備ICAと 因果探索における応用」 種類: ICA 学会: NeurIPS2019 日付: 20190904 URL: https:/

      【動画解説】2020年に読んだAI論文100本全部解説(俺的ベスト3付き) - Qiita
    • Deploy applications on Amazon ECS using Docker Compose | Amazon Web Services

      Containers Deploy applications on Amazon ECS using Docker Compose Note: Docker Compose’s integration with Amazon ECS has been deprecated and is retiring in November 2023 There are many reasons why containers have become popular since Docker democratized access to the core Linux primitives that make a “docker run” possible. One reason is that containers are not tied to a specific infrastructure or

        Deploy applications on Amazon ECS using Docker Compose | Amazon Web Services
      • Building LLM applications for production

        [Hacker News discussion, LinkedIn discussion, Twitter thread] Update: My upcoming book, AI Engineering (late 2024/early 2025) will cover building aplications with foundation models in depth. A question that I’ve been asked a lot recently is how large language models (LLMs) will change machine learning workflows. After working with several companies who are working with LLM applications and persona

          Building LLM applications for production
        • research!rsc: Coroutines for Go

          This post is about why we need a coroutine package for Go, and what it would look like. But first, what are coroutines? Every programmer today is familiar with function calls (subroutines): F calls G, which stops F and runs G. G does its work, potentially calling and waiting for other functions, and eventually returns. When G returns, G is gone and F continues running. In this pattern, only one fu

          • Writing a C compiler in 500 lines of Python

            A few months ago, I set myself the challenge of writing a C compiler in 500 lines of Python1, after writing my SDF donut post. How hard could it be? The answer was, pretty hard, even when dropping quite a few features. But it was also pretty interesting, and the result is surprisingly functional and not too hard to understand! There's too much code for me to comprehensively cover in a single blog

            • Moving off of TypeScript

              We Love You, TypeScriptFor nearly five years now, Motion has operated in a large TypeScript monorepo. At its peak, it was roughly ~2.5 million lines of code after excluding comments, node_modules, etc. To manage this, we used Vercel’s rather excellent Turborepo build system. This is not a blog post hating on TypeScript — quite the opposite! Motion would likely not even have survived until today wi

                Moving off of TypeScript
              • 4 Pandas Anti-Patterns to Avoid and How to Fix Them

                pandas is a powerful data analysis library with a rich API that offers multiple ways to perform any given data manipulation task. Some of these approaches are better than others, and pandas users often learn suboptimal coding practices that become their default workflows. This post highlights four common pandas anti-patterns and outlines a complementary set of techniques that you should use instea

                  4 Pandas Anti-Patterns to Avoid and How to Fix Them
                • RFC 9562: Universally Unique IDentifiers (UUIDs)

                   Internet Engineering Task Force (IETF) K. Davis Request for Comments: 9562 Cisco Systems Obsoletes: 4122 B. Peabody Category: Standards Track Uncloud ISSN: 2070-1721 P. Leach University of Washington May 2024 Universally Unique IDentifiers (UUIDs) Abstract This specification defines UUIDs (Universally Unique IDentifiers) -- also known as GUIDs (Globally Unique IDentifiers) -- and a Uniform Resou

                    RFC 9562: Universally Unique IDentifiers (UUIDs)
                  • Weird Lexical Syntax

                    I just learned 42 programming languages this month to build a new syntax highlighter for llamafile. I feel like I'm up to my eyeballs in programming languages right now. Now that it's halloween, I thought I'd share some of the spookiest most surprising syntax I've seen. The languages I decided to support are Ada, Assembly, BASIC, C, C#, C++, COBOL, CSS, D, FORTH, FORTRAN, Go, Haskell, HTML, Java,

                      Weird Lexical Syntax
                    • Golang Mini Reference 2022: A Quick Guide to the Modern Go Programming Language (REVIEW COPY)

                      Golang Mini Reference 2022 A Quick Guide to the Modern Go Programming Language (REVIEW COPY) Harry Yoon Version 0.9.0, 2022-08-24 REVIEW COPY This is review copy, not to be shared or distributed to others. Please forward any feedback or comments to the author. • feedback@codingbookspress.com The book is tentatively scheduled to be published on September 14th, 2022. We hope that when the release da

                      • AST vs. Bytecode: Interpreters in the Age of Meta-Compilation

                        233 AST vs. Bytecode: Interpreters in the Age of Meta-Compilation OCTAVE LAROSE, University of Kent, UK SOPHIE KALEBA, University of Kent, UK HUMPHREY BURCHELL, University of Kent, UK STEFAN MARR, University of Kent, UK Thanks to partial evaluation and meta-tracing, it became practical to build language implementations that reach state-of-the-art peak performance by implementing only an interprete

                        • Parsing SQL - Strumenta

                          The code for this tutorial is on GitHub: parsing-sql SQL is a language to handle data in a relational database. If you worked with data you have probably worked with SQL. In this article we will talk about parsing SQL. It is in the same league of HTML: maybe you never learned it formally but you kind of know how to use it. That is great because if you know SQL, you know how to handle data. However

                            Parsing SQL - Strumenta
                          • Building a Toy Programming Language in Python

                            I thought it would be fun to go outside of my comfort zone of web development topics and write about something completely different and new, something I have never written about before. So today, I'm going to show you how to implement a programming language! The project will parse and execute programs written in a simple language I called my (I know it's a lame name, but hey, it is "my" language).

                              Building a Toy Programming Language in Python
                            • Kalyn: a self-hosting compiler for x86-64

                              Over the course of my Spring 2020 semester at Harvey Mudd College, I developed a self-hosting compiler entirely from scratch. This article walks through many interesting parts of the project. It’s laid out so you can just read from beginning to end, but if you’re more interested in a particular topic, feel free to jump there. Or, take a look at the project on GitHub. Table of contents What the pro

                              • February 2021 (version 1.54)

                                Join a VS Code Dev Days event near you to learn about AI-assisted development in VS Code. Update 1.54.1: The update addresses an issue with an extension dependency. Update 1.54.2: The update addresses these issues. Update 1.54.3: The update addresses this issue. Downloads: Windows: x64 Arm64 | Mac: Universal Intel silicon | Linux: deb rpm tarball Arm snap Welcome to the February 2021 release of Vi

                                  February 2021 (version 1.54)
                                • Parsing Protobuf at 2+GB/s: How I Learned To Love Tail Calls in C

                                  [Note: there have been several developments in this space since this article was published. See A Tail Calling Interpreter For Python (And Other Updates) for the latest information about this technique.] I just landed an exciting feature in the main branch of the Clang compiler. Using the [[clang::musttail]] or __attribute__((musttail)) statement attributes, you can now get guaranteed tail calls i

                                  • 0.8.0 Release Notes ⚡ The Zig Programming Language

                                    Tier 4 Support § Support for these targets is entirely experimental. If this target is provided by LLVM, LLVM may have the target as an experimental target, which means that you need to use Zig-provided binaries for the target to be available, or build LLVM from source with special configure flags. zig targets will display the target if it is available. This target may be considered deprecated by

                                    • Zig in 30 minutes

                                      test.md A half-hour to learn Zig This is inspired by https://fasterthanli.me/blog/2020/a-half-hour-to-learn-rust/ Basics the command zig run my_code.zig will compile and immediately run your Zig program. Each of these cells contains a zig program that you can try to run (some of them contain compile-time errors that you can comment out to play with) You'll want to declare a main() function to get

                                        Zig in 30 minutes
                                      • The Go Programming Language and Environment – Communications of the ACM

                                        Go is a programming language created at Google in late 2007 and released as open source in November 2009. Since then, it has operated as a public project, with contributions from thousands of individuals and dozens of companies. Go has become a popular language for building cloud infrastructure: Docker, a Linux container manager, and Kubernetes, a container deployment system, are core cloud techno

                                        • Andrej Karpathy — AGI is still a decade away

                                          The Andrej Karpathy episode. Andrej explains why reinforcement learning is terrible (but everything else is much worse), why model collapse prevents LLMs from learning the way humans do, why AGI will just blend into the previous ~2.5 centuries of 2% GDP growth, why self driving took so long to crack, and what he sees as the future of education. Watch on YouTube; listen on Apple Podcasts or Spotify

                                            Andrej Karpathy — AGI is still a decade away
                                          • State of the Common Lisp ecosystem, 2020 🎉 - Lisp journey

                                            NEW: 9 videos (86min) about CLOS on my Common Lisp course. Out of 7h+ of content. Rated 4.7/5. Learn more and stay tuned. 🎥 I also have cool Lisp showcases on Youtube . The last ones: how to build a web app in Common Lisp, part 1 and 2. This is a description of the Common Lisp ecosystem, as of January, 2021, from the perspective of a user and contributor. The purpose of this article is both to gi

                                            • Manuel Cerón

                                              Last year I finally decided to learn some Rust. The official book by Steve Klabnik and Carol Nichols is excellent, but even after reading it and working on some small code exercises, I felt that I needed more to really understand the language. I wanted to work on a small project to get some hands-on experience, but most of my ideas didn’t feel very well suited for Rust. Then I started reading the

                                              • prompts.chat

                                                Welcome to the “Awesome ChatGPT Prompts” repository! While this collection was originally created for ChatGPT, these prompts work great with other AI models like Claude, Gemini, Hugging Face Chat, Llama, Mistral, and more. ChatGPT is a web interface created by OpenAI that provides access to their GPT (Generative Pre-trained Transformer) language models. The underlying models, like GPT-4o and GPT-o

                                                • NumPy 2.0.0 Release Notes — NumPy v2.4.dev0 Manual

                                                  Getting started What is NumPy? Installation NumPy quickstart NumPy: the absolute basics for beginners Fundamentals and usage NumPy fundamentals NumPy for MATLAB users NumPy tutorials NumPy how-tos Advanced usage and interoperability Using NumPy C-API F2PY user guide and reference manual Under-the-hood documentation for developers Interoperability with NumPy Extras Glossary Release notes 2.4.0 2.3.

                                                  • Rust on MIPS64 Windows NT 4.0

                                                    Introduction Some part of me has always been fascinated with coercing code to run in weird places. I scratch this itch a lot with my security research projects. These often lead me to writing shellcode to run in kernels or embedded hardware, sometimes with the only way being through an existing bug. For those not familiar, shellcode is honestly hard to describe. I don’t know if there’s a very form

                                                      Rust on MIPS64 Windows NT 4.0
                                                    • Rust Programming Language Tutorial – How to Build a To-Do List App

                                                      By Claudio Restifo Since its first open-source release in 2015, the Rust programming language has gained a lot of attention from the community. It's also been voted the most loved programming language on StackOverflow's developer survey each year since 2016. Rust was designed by Mozilla and is considered a system programming language (like C or C++). It has no garbage collector, which makes its pe

                                                        Rust Programming Language Tutorial – How to Build a To-Do List App
                                                      • What's New in Emacs 28.1?

                                                        Try Mastering Emacs for free! Are you struggling with the basics? Have you mastered movement and editing yet? When you have read Mastering Emacs you will understand Emacs. It’s that time again: there’s a new major version of Emacs and, with it, a treasure trove of new features and changes. Notable features include the formal inclusion of native compilation, a technique that will greatly speed up y

                                                        • Vim9 script for Python Developers · GitHub

                                                          vim9script4pythondevelopers.md Vim9 script for Python Developers Vim9 script�Vim script��������������������������������������������������系��� def������義����������Vim script��vim9script�����使����������(vim9script���

                                                            Vim9 script for Python Developers · GitHub
                                                          • Node.js

                                                            Notable changes Add support for externally shared js builtins By default Node.js is built so that all dependencies are bundled into the Node.js binary itself. Some Node.js distributions prefer to manage dependencies externally. There are existing build options that allow dependencies with native code to be externalized. This commit adds additional options so that dependencies with JavaScript code

                                                              Node.js
                                                            • Now in Preview – Amazon CodeWhisperer- ML-Powered Coding Companion | Amazon Web Services

                                                              AWS News Blog Now in Preview – Amazon CodeWhisperer- ML-Powered Coding Companion As I was getting ready to write this post I spent some time thinking about some of the coding tools that I have used over the course of my career. This includes the line-oriented editor that was an intrinsic part of the BASIC interpreter that I used in junior high school, the IBM keypunch that I used when I started co

                                                                Now in Preview – Amazon CodeWhisperer- ML-Powered Coding Companion | Amazon Web Services
                                                              • Foldable Words | bit-player

                                                                Packing up the household for a recent move, I was delving into shoeboxes, photo albums, and file folders that had not been opened in decades. One of my discoveries, found in an envelope at the back of a file drawer, was the paper sleeve from a drinking straw, imprinted with a saccharine message: This flimsy slip of paper seems like an odd scrap to preserve for the ages, but when I pulled it out of

                                                                • Python behind the scenes #11: how the Python import system works

                                                                  If you ask me to name the most misunderstood aspect of Python, I will answer without a second thought: the Python import system. Just remember how many times you used relative imports and got something like ImportError: attempted relative import with no known parent package; or tried to figure out how to structure a project so that all the imports work correctly; or hacked sys.path when you couldn

                                                                  • Plan 9 Desktop Guide

                                                                    PLAN 9 DESKTOP GUIDE INDEX What is Plan 9? Limitations and Workarounds Connecting to Other Systems VNC RDP SSH 9P Other methods Porting Applications Emulating other Operating Systems Virtualizing other Operating Systems Basics Window Management Copy Pasting Essential Programs Manipulating Text in the Terminal Acme - The Do It All Application Multiple Workspaces Tiling Windows Plumbing System Admin

                                                                    • How Python Asyncio Works: Recreating it from Scratch

                                                                      How Python Asyncio Works: Recreating it from Scratch Posted on May 6, 2024 Right now, asyncio is one of the trendier topics in Python, and rightfully so – It’s a great way to handle I/O-bound programs! When I was learning about asyncio, It took me a while to understand how it actually worked. But later, I came to find out that it’s basically just a really nice layer on top of Python Generators. In

                                                                        How Python Asyncio Works: Recreating it from Scratch
                                                                      • Rust in Perspective

                                                                        We are discussing and working toward adding the language Rust as a second implementation language in the Linux kernel. A year ago Jake Edge made an excellent summary of the discussions so far on Rust for the Linux kernel and we (or rather Miguel and Wedson) have made further progress since then. For the record I think this is overall a good idea and worth a try. I wanted to add some background tha

                                                                          Rust in Perspective
                                                                        • Range Over Function Types - The Go Programming Language

                                                                          Range over function types is a new language feature in the Go 1.23 release. This blog post will explain why we are adding this new feature, what exactly it is, and how to use it. Why? Since Go 1.18 we’ve had the ability to write new generic container types in Go. For example, let’s consider this very simple Set type, a generic type implemented on top of a map. // Set holds a set of elements. type

                                                                            Range Over Function Types - The Go Programming Language
                                                                          • Scientific Computing in Rust - aftix's dominion

                                                                            While getting my degree in Physics, I had to take classes in both MatLab and Python for scientific computing. I preferred python, where we used the SciPy and NumPy packages. In fact, I used those packages again (along with matplotlib) in an undergraduate research project simulating bacteria films. There's a catch: I was also pursuing a degree in Computer Science, and Python just wasn't fast enough

                                                                            • Handling Concurrency Without Locks

                                                                              Concurrency is not very intuitive. You need to train your brain to consider what happens when multiple processes execute a certain code block at the same time. There are several issues I often encounter: Failing to recognize potential concurrency issues: It's not uncommon for both beginner and seasoned developers to completely miss a potential concurrency problem. When this happens, and the concur

                                                                              • cuneicode, and the Future of Text in C

                                                                                Following up from the last post, there is a lot more we need to cover. This was intended to be the post where we talk exclusively about benchmarks and numbers. But, I have unfortunately been perfectly taunted and status-locked, like a monster whose “aggro” was pulled by a tank. The reason, of course, is due to a few folks taking issue with my outright dismissal of the C and C++ APIs (and not showi

                                                                                  cuneicode, and the Future of Text in C
                                                                                • redbean 2.0 release notes

                                                                                  redbean is a webserver in a zip executable that runs on six operating systems. The basic idea is if you want to build a web app that runs anywhere, then you download the redbean.com file, put your .html and .lua files inside it using the zip command, and then you've got a hermetic app you can deploy and share. I introduced this web server about a year ago on Hacker News, where it became the third