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  • In-context Reinforcement Learning with Algorithm Distillation

    We propose Algorithm Distillation (AD), a method for distilling reinforcement learning (RL) algorithms into neural networks by modeling their training histories with a causal sequence model. Algorithm Distillation treats learning to reinforcement learn as an across-episode sequential prediction problem. A dataset of learning histories is generated by a source RL algorithm, and then a causal transf

    • LangChain & GPT-4 for Code Understanding: Twitter Algorithm

      Twitter open-sourced a part of its recommendation algorithm on March 31, 2023; we’re here for it. Read this article if you want to learn more about how to understand any codebase in seconds by using LangChain, LangChain’s Conversational Retriever Chain, Deep Lake, and GPT-4. As a bonus, you’ll also learn how the Twitter recommendation algorithm works and the top 10 tips for trending on Twitter in

        LangChain & GPT-4 for Code Understanding: Twitter Algorithm
      • RFC 6238 - TOTP: Time-Based One-Time Password Algorithm 日本語訳

        RFC 6238 - TOTP: Time-Based One-Time Password Algorithm 日本語訳 原文URL : https://datatracker.ietf.org/doc/html/rfc6238 タイトル : RFC 6238 - TOTP:時間ベースのワンタイムパスワードアルゴリズム 翻訳編集 : 自動生成 [要約] RFC 6238は、TOTP: Time-Based One-Time Password Algorithmに関する文書で、時間に基づく一度限りのパスワードを生成するためのアルゴリズムを定義しています。このアルゴリズムの目的は、2要素認証などのセキュリティ強化手段として、定期的に変化するパスワードを提供することです。利用場面としては、オンラインバンキング、VPNアクセス、その他のセキュアなログイン要求があります。関連するRFCにはRFC 4

        • GitHub - daac-tools/daachorse: 🐎 A fast implementation of the Aho-Corasick algorithm using the compact double-array data structure in Rust.

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            GitHub - daac-tools/daachorse: 🐎 A fast implementation of the Aho-Corasick algorithm using the compact double-array data structure in Rust.
          • Constant time implementation of the LFU cache eviction algorithm

            Constant time implementation of the LFU cache eviction algorithm A common strategy to make any system super-performant is Caching. Almost all software products, operating at scale, have multiple layers of caches in their architectures. Caching, when done right, does wonder to the response time and is one of the main reasons why products work so well at a massive scale. Cache engines are limited by

              Constant time implementation of the LFU cache eviction algorithm
            • heapq — Heap queue algorithm

              heapq — Heap queue algorithm¶ Source code: Lib/heapq.py This module provides an implementation of the heap queue algorithm, also known as the priority queue algorithm. Heaps are binary trees for which every parent node has a value less than or equal to any of its children. This implementation uses arrays for which heap[k] <= heap[2*k+1] and heap[k] <= heap[2*k+2] for all k, counting elements from

                heapq — Heap queue algorithm
              • GCRA(Generic cell rate algorithm)でAPIリクエストをレート制限する話 - Qiita

                この記事は、 富士通クラウドテクノロジーズ Advent Calendar 2019 の21日目の記事です。 20日目は @foobaron さんの プライベートLAN同士を接続する機能 プライベートブリッジ の提供を開始しました でした! 🌞はじめに こんにちは!NIFCLOUDでIaaS向けAPIの開発をしている @kzmake と申します。 みなさんは、APIリクエストの瞬間的なバースト、どのように対応していますか? リクエストの瞬間的なバーストによるサービス影響を最小限にするため、WebAPIを公開するにあたりレート制限などの仕組みが必要な場面もあるかとおもいます。 そんなこんなで今年は、 WebAPIのレート制御のアルゴリズムとして、GCRAの解説 GCRA + Redisを利用したWebAPIのレート制限 の話をざっくりと書いていきたいとおもいます! 💡TL;DR GCRA

                  GCRA(Generic cell rate algorithm)でAPIリクエストをレート制限する話 - Qiita
                • Quantum Algorithm Zoo

                  This is a comprehensive catalog of quantum algorithms. If you notice any errors or omissions, please email me at spj.jordan@gmail.com. (Alternatively, you may submit a pull request to the repository on github.) Although I cannot guarantee a prompt response, your help is appreciated and will be acknowledged. Algebraic and Number Theoretic Algorithms Algorithm: Factoring Speedup: Superpolynomial Imp

                  • GitHub - PiMaker/ltcgi: Optimized plug-and-play realtime area lighting using the linearly transformed cosine algorithm for Unity/VRChat.

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                      GitHub - PiMaker/ltcgi: Optimized plug-and-play realtime area lighting using the linearly transformed cosine algorithm for Unity/VRChat.
                    • The Google May 2022 Broad Core Update – 5 micro-case studies that once again underscore the complexity of broad core algorithm updates

                      The Google May 2022 Broad Core Update – 5 micro-case studies that once again underscore the complexity of broad core algorithm updates Google’s May 2022 broad core update rolled out on May 25, 2022 and the rollout completed on June 9, 2022 (taking about 15 days to fully roll out). It was a massive algorithm update with many sites seeing a ton of volatility early in the rollout. But that was just t

                        The Google May 2022 Broad Core Update – 5 micro-case studies that once again underscore the complexity of broad core algorithm updates