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DeepLearning-500-questions

AI learning

Deep Learning 500 Questions is a Chinese deep learning knowledge base organized in a question-and-answer format, covering topics such as probability knowledge, linear algebra, machine learning, deep learning, computer vision, and more. The project originates from the GitHub repository scutan90/DeepLearning-500-questions. The book is divided into 18 chapters and contains more than 500,000 characters, aiming to help readers organize and review related knowledge points. Its content was later compiled into the book "Deep Learning 500 Questions - AI Engineer Interview Guide," with Tan Jiyong as editor-in-chief and Guo Zizhao, Li Jian, and Dian Songyi as associate editors. The book has 14 chapters in total. The material also provides a JD.com sales link. It is suitable for reference by university teachers and students, junior and intermediate researchers, engineering and technical personnel, and candidates preparing for interviews.

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DeepPavlov

AI assistants

Intelligent conversation framework. DeepPavlov is a natural language processing framework based on TensorFlow and Keras, specifically for dialogue system research and experimental deployment. The framework mainly includes: commonly used NLP models (including pre-trained models), such as word vector training, classification, named entity recognition (NER), similarity calculation, etc.; an experimental framework for the implementation and evaluation of dialogue systems, with development workflow and data flow pipeline configuration based on JSON files; tools for integration with third-party applications, such as integration with Amazon Alexa and Microsoft Bot Framework; a benchmark environment for the evaluation of dialogue models. DeepPavlov's default pre-trained models and evaluation datasets are mainly based on

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DeepSeek Harness Plugin Directory

Other AI tools

DeepSeek Harness Plugin Directory is a directory site that catalogs community plugins, tools, skills, integrations, and community projects in the DeepSeek Harness ecosystem. The website claims to include 21,951 unique records and 20,684 public repositories, with a data snapshot updated on October 10, 2026. It provides leaderboards generated according to scoring criteria; each "best" list publishes a 100-point formula, per-plugin score breakdowns, and reasons for inclusion, and it also features a "Recently updated" freshness feed sorted by repository update time, explicitly stating that a more recent update does not mean better. The directory covers browser automation, control, search, and developer tool plugins; memory, context, session, and knowledge plugins; and security, guardrail, audit, credential, and safety projects, ranking them by public ecosystem evidence rather than sheer popularity. The page also includes a statement about generating AI images and videos without logging in, as well as several specific plugin entry examples, including a free model plugin, a chart generation skill, a desktop version, jailbreak prompts, a knowledge platform, a design plugin, agent tool distribution, browser skills, a visual plugin marketplace, a self-evolving context database, and more. Users can directly browse the plugin directory, which is said to be accessible without logging in. The site's category direction is an AI development-related plugin directory, but it is not a traditional AI programming tool or development framework, so it is classified under other AI tools.

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DeepSeek Image

AI images

DeepSeek Image is an AI image generation tool that provides a fast creation workflow from prompt to image, aimed at creators and teams for daily visual content production. Users can describe subjects, scenes, and styles in natural language to quickly generate multiple concept options, and refine details for a selected direction, producing finished visuals usable for advertising, webpages, social media, and other channels. The official website shows that it supports batch generation, 1080p HD quality, private generation, copy protection, image upscaling, and background removal, and offers multiple annual plans for individuals, advanced users, and studios/heavy users, including commercial use licenses. The specific working principles, underlying models, and complete feature scope are not yet provided.

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deepseek-r1-vision

AI developer platforms

deepseek-r1-vision is an open-source GitHub project that explores how to enable a vision-language model (VLM) to acquire deep reasoning capabilities similar to DeepSeek-R1 at low cost. The core idea of the project is to convert the original SFT question-answer data into COT (chain-of-thought) data that includes a "thinking" process, and then use SFT fine-tuning to "guide" the model to learn to think, requiring only limited GPU resources. The repository contains scripts for processing image-text conversations, plain text conversations, and modifying reasoning content to inject thinking elements, and also provides companion model download links and llama-factory fine-tuning configurations.

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DeepSeekRL-Extended

Other AI tools

This repository is an open-source project that implements the DeepSeek R1 training mechanism from scratch, mainly training the Qwen1.5B model on the elementary school math dataset GSM8K. By directly computing the GRPO loss function instead of relying on external reinforcement learning libraries, it aims to help learners understand the core principles and conduct small-scale experiments. The project includes modules for the training loop, model loading, data processing, and evaluation metrics, and plans to extend to directions such as self-play, soft rewards, and vision-language models.

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DeepSeek酱语录

Other AI tools

Meme Whale (DeepSeek-chan Quotes) is a meme and reaction image archive themed around the DeepSeek anthropomorphized moe character "Big Blue Fat Fish (Whale Girl)," and also collects other AI anthropomorphized memes such as Claude-chan, GPT-chan, and Dou Damei. The site displays images in a random masonry layout, supports tapping an image to enlarge it and long-pressing to save it. It officially claims a collection of 1,400+ images with continuous updates, and also provides an archive entrance where users can search by number, line, or character. This site is a collection of fan-made derivative content and belongs to the category of meme material tool sites.

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DeepSong AI

AI audio

DeepSong AI is a free online AI music generation platform where users can turn creative descriptions into original, royalty-free songs in tens of seconds without any music experience. It offers a simple mode and a custom mode, allowing input of lyrics, titles, and style tags, toggling instrumental-only, selecting model versions from V1.0 to V4.0, female/male/random vocals, and various genres such as pop, rock, jazz, and electronic, as well as setting tempo, instruments, and atmosphere. After generation, users can preview online, view lyrics, and download audio, which the official site says can be used for commercial scenarios such as YouTube, ads, and podcasts. The platform offers free credits and paid plans; specific prices and complete benefits are subject to the official page.

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defang

AI coding

Defang is a developer-oriented cloud deployment command-line tool (CLI) whose core philosophy is "develop once, deploy anywhere." It can quickly deploy standard Docker Compose projects to cloud platforms such as AWS, GCP, Azure, and DigitalOcean, and ensures that code and secrets always remain within the user's own cloud account. Defang provides an MCP Server, enabling cloud deployment directly in IDEs such as Cursor, Windsurf, VS Code, and Claude; it also provides a Claude Code plugin that guides deployment through the /defang:deploy command. The CLI also has built-in AI integration, allowing services to be generated via defang generate, and supports starting services with defang compose up. Installation methods include Homebrew, Shell script, Go, Nix, winget, PowerShell, Docker Hub, and NPX, among others. The CLI supports command completion for Bash, Zsh, Fish, and PowerShell, and deployment behavior can be finely controlled through a large number of environment variables.

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Defapi

AI developer platforms

Defapi is an enterprise-oriented AI model orchestration platform that provides a unified access point to models from OpenAI, Anthropic, Google, and others, and integrates intelligent routing, load balancing, and security auditing capabilities. Through a unified API, the platform simplifies multi-vendor model integration, supports model types such as large language models, vision AI, and audio AI, and provides developer support including multi-region deployment, usage statistics and performance monitoring, SDKs, and documentation. The official page also lists brief introductions to models such as StepFun, Nano Banana 2.1, Mistral Large 4, the Cloudflare Clef series, and Ling 3.1 Flash. Specific pricing, limits, the list of available models, and details of usage steps are not yet provided.

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Defer

Other AI tools

Defer is a general-purpose task inbox app developed by Here & Co, supporting iOS and macOS. Its core idea is to let users quickly capture tasks that pop into their heads first, and organize them later. On iOS, users can record tasks directly without agonizing over which app, folder, or tag to choose, thereby staying focused and quickly returning to the work at hand. Tasks automatically sync to the Mac menu bar for easy viewing and editing at any time. During the processing stage, users can distribute tasks to personal to-dos, work tools, or reading lists, and use a "Snooze" date to temporarily hide tasks until they are needed again. The Pro version offers theme customization, allowing fonts and color schemes to be changed; it also supports integration with other apps via Siri (for example, saying "Siri, Defer Something"), Shortcuts, and Webhooks, sending tasks on demand or automatically, and supports widgets. Both the free and Pro versions include: capturing and editing tasks, syncing between iOS and Mac, exporting as CSV or text, task snoozing, enabling or disabling badge counts, using Siri and Shortcuts, Mac global keyboard shortcuts, and the iOS share extension. The Pro version additionally includes: exporting as JSON, Reminders, or Markdown, batch completing or snoozing tasks, Webhooks, iOS app icon replacement, and iOS interface color customization. The official page does not provide specific pricing or subscription details, so these are not provided for now.

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