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# 机器学习原理 --- 机器学习原理笔记整理. Gitbook地址 前半部分关注数学基础，机器学习和深度学习的理论部分，详尽的公式推导。 后半部分关注工程实践和理论应用部分 **内容基本都是从互联网上扒来的，侵权的话联系：zsl6658@126.com。** # 赞助 如果您觉得这个资料还不错，您也可以打赏一下。  由于我可爱的女儿出生，最近半年这个仓库都没有更新。昨天收到可爱的T\*o同学的打赏，提醒我要坚持更新。 | 姓名 | 金额 | | :--- | :--- | | T\*o | 6.66 | --- * * * * * * * * * * * * * * * * * * * * * *
# Rails Performance ](https://github.com/igorkasyanchuk/rails_performance/actions/workflows/ruby.yml) ](https://www.railsjazz.com) ](https://buymeacoffee.com/igorkasyanchuk) A self-hosted tool to monitor the performance of your Ruby on Rails application. This is a **simple and free alternative** to the New Relic APM, Datadog or other similar services. A new version with P50, P90, P99, thro
# Sprockets: Rack-based asset packaging Sprockets is a Ruby library for compiling and serving web assets. It features declarative dependency management for JavaScript and CSS assets, as well as a powerful preprocessor pipeline that allows you to write assets in languages like CoffeeScript, Sass and SCSS. ## Installation Install Sprockets from RubyGems: \`\`\` sh $ gem install sprockets \`\`\`
# Simple Local RAG Tutorial Local RAG pipeline we're going to build: All designed to run locally on a NVIDIA GPU. All the way from PDF ingestion to "chat with PDF" style features. All using open-source tools. In our specific example, we'll build NutriChat, a RAG workflow that allows a person to query a 1200 page PDF version of a Nutrition Textbook and have an LLM generate responses back to
# SearchCop ](https://github.com/mrkamel/search_cop/actions?query=workflow%3Atest) ](https://codeclimate.com/github/mrkamel/search_cop) ](http://badge.fury.io/rb/search_cop) SearchCop extends your ActiveRecord models to support fulltext search engine like queries via simple query strings and hash-based queries. Assume you have a \`Book\` model having various attributes like \`title\`, \`author
# TensorForce Bitcoin Trading Bot ## Update 2018-08-14 Tag v0.1 has the code which follows this README. Tag v0.2 is a major overhaul after lessons learned in a finance job, and much of this README won't match the new code. I can't get tests to converge in either case, so something is fundamentally missing from this project - ie, don't count on making money (use as a starting-point / education ins
> A WebDAV client, written in Typescript, for NodeJS and the browser ](https://www.npmjs.com/package/webdav) ](https://www.npmjs.com/package/webdav) ](https://www.npmjs.com/package/webdav) ## About WebDAV is a well-known, stable and highly flexible protocol for interacting with remote filesystems via an API. Being that it is so widespread, many file hosting services such as **Nextcloud**/**
Checkout our new work which addresses many limitations of VisProg and generalizes it further: ~~Write tool descriptions~~ Point to the codebase which you want the CodeNav agent to use - that's right, the raw source code! - CodeNav will index and search the source code directly ~~Generate the whole program at once~~ CodeNav iteratively generates code (which imports and invokes functions and
## CapTipper v0.3 [Logo]: http://4.bp.blogspot.com/-uuRE1KkS5Jo/Vb8j-cfEuHI/AAAAAAAAeY4/MltsTu7jG5E/s1600/CapTipper_logo.png ![Logo] CapTipper v0.3: http://www.omriher.com/2015/08/captipper-v03-is-out.html CapTipper v0.2: http://www.omriher.com/2015/03/captipper-02-released.html CapTipper v0.1: http://www.omriher.com/2015/01/captipper-malicious-http-traffic.html CapTipper is a py
# Ginblog（项目已完成，欢迎使用) ](https://gitee.com/wejectchan/ginblog/stargazers) ](https://goreportcard.com/report/github.com/wejectchen/ginblog)   ## 重要更新 - 2022.8.17 新增上传七牛服务器区域配置，现在在 \`config/config.ini\` 下可以配置七牛对象存储的服务器区域，配置更方便。 - 2022.4.28 取消后台页面新增文章中上传图片为“必填”的限
# Open Source, Actively Maintained Web Apps for LLMs Jump-start your LLM project by starting from an app, not a framework. This repository aggregates high-quality, functioning web applications for use cases including Chatbots, , Assistants, and Question Answering Systems. It compares projects along important dimensions for these use cases, to help you choose the right starting point for your app
**BLUTO** ----- **DNS Recon | Brute Forcer | DNS Zone Transfer | DNS Wild Card Checks | DNS Wild Card Brute Forcer | Email Enumeration | Staff Enumeration | Compromised Account Enumeration | MetaData Harvesting** >Author: Darryl Lane | Twitter: @darryllane101 >https://github.com/darryllane/Bluto Like Bluto? ==== Give us a vote: https://n0where.net/dns-analysis-tool-bluto/ Bluto has gone thr
# VideoWorld: Exploring Knowledge Learning from Unlabeled Videos > #### Zhongwei Ren, Yunchao Wei†, Xun Guo, Yao Zhao, Bingyi Kang, Jiashi Feng, and Xiaojie Jin†‡ > †Correspondence, ‡Project Lead > Beijing Jiaotong University, ByteDance Seed **Paper** | **Project Page** | | | | **Video-GoBench** ## :fire: News * **[2025.2]** VideoWorld has been accep
# Boilerplate for a basic AWS infrastructure with EKS cluster ](https://maddevs.io?utm_source=github&utm_medium=madboiler) ](https://github.com/maddevsio/aws-eks-base/blob/main/LICENSE.md) ](https://github.com/maddevsio/aws-eks-base/actions) ## Advantages of this boilerplate and IaC - **Infrastructure as Code (IaC)**: using Terraform, you get an infrastructure that’s smooth and efficient - **St
中文 # Genspark2API _觉得有点意思的话 别忘了点个 ⭐_ AI Wave 社群 · (群内提供公益API、AI机器人) > ️目前官方强制校验\`ReCaptchaV3\` > 不通过则模型降智/生图异常,请参考并配置环境变量 \`RECAPTCHA_PROXY_URL\`。 ## 功能 - [x] 支持对话接口(流式/非流式)(\`/chat/completions\`)(请求非以下列表的模型会触发\`Mixture-of-Agents\`模式) - **gpt-5-minimal** - **gpt-5** - **gpt-5-high** - **gpt-5-pro** - **gpt-4.1** - **o1** - **o3** - **o3-pro**
# $50 million CTF Writeup ## Summary For a brief overview of the challenge you can take a look at the following image: Below I will detail each step that I took to solve the CTF, moreover all the bad assumptions that led me to a dead end in some cases. ## Twitter The CTF begins with this tweet: ### What is this binary? My first thought was try to decode the binary on image’s backgroun
# docker-alpine Highly configurable Docker images running [Alpine linux][alpinelinux] and [s6][s6] process management. **Table of contents** - - - - - - - - - - - - - - ## Goals This project has the following goals: - To produce small Docker images. - To provide Docker images that are easily configurable. - To provide Docker images that are highly stable. - To quickly enable a
> [!CAUTION] > **Correction of Licensing Error and Request for Action** > **Please upgrade version to v0.139.0 or later** > For details, see https://github.com/k1LoW/runn/issues/1319 ](https://github.com/k1LoW/runn/actions/workflows/ci.yml) ](https://deepwiki.com/k1LoW/runn) \`runn\` ( means "Run N". is pronounced /rʌ́n én/. ) is a package/tool for running operations following a scenario.
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大家在使用可灵AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用抖音的即梦AI生成视频的时候遇到了哪些好的体验和有问题的体验？请务必写明prompt输入文本和视频截图or短视频clip
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大家在使用快手(Kuaishou Kwai)短视频的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用小红书(Xiaohongshu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用微信(WeChat)APP的AI问答功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎(Zhihu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用京东(JD)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用淘宝(Taobao)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用支付宝(Alipay)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用拼多多(PPD Temu)APP的搜索推荐Search and Recommendation 功能的时候遇到了哪些好的体验和有问题的体验？请麻烦写明复现条件，比如prompt输入文本，上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用知乎直答(Zhihu)AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用快手(Kuaishou)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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大家在使用抖音(Douyin Tiktok)的AI搜索功能的时候，遇到了哪些好的体验和有问题的体验？请麻烦写一下当时输入的条件，比如prompt输入文本，或者是上传截图。
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Please leave your thoughts on the best and coolest AI Generated Images.
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Please leave your thoughts on free alternatives to Midjourney Stable Diffusion and other AI Image Generators.
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We are witnessing great success in recent development of generative Artificial Intelligence in many fields, such as AI assistant, Chatbot, AI Writer. Among all the AI native products, AI Search Engine such as Perplexity, Gemini and SearchGPT are most attrative to website owners, bloggers and web content publishers. AI Search Engine is a new tool to provide answers directly to users' questions (queries). In this blog, we will give some brief introduction to basic concepts of AI Search Engine, including Large Language Models (LLM), Retrieval-Augmented Generation(RAG), Citations and Sources. Then we will highlight some majors differences between traditional Search Engine Optimization (SEO) and Generative Engine Optimization(GEO). And then we will cover some latest research and strategies to help website owners or content publishers to better optimize their content in Generative AI Search Engines.
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We are seeing more applications of robotaxi and self-driving vehicles worldwide. Many large companies such as Waymo, Tesla and Baidu are accelerating their speed of robotaxi deployment in multiple cities. Some human drivers especially cab drivers worry that they will lose their jobs due to AI. They argue that the lower operating cost and AI can work technically 24 hours a day without any rest like human will have more competing advantage than humans. What do you think?