Resources and tools in scientific research

Categories

• Write
• Conference info
• Literature helpers
• Tutorials
• Open Courses
• Books
• AI playground
• SoftwareTools
• Graphs online
• Code
• Office
• Blogs
• Misc

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The reason why I wrote this article is because I think everything should be sharable so that people can make progress.

Leave a comment if you know some awesome resources.

• Write

  • Overleaf, a online LaTeX editor. You can share your work with other colleages.
  • List of LaTeX mathematical symbols
  • Tables Generator, a latex table generator.
  • Online PDF tool
  • PDF resizer, to crop pdf files.
  • Speechnotes, speech-enabled online notepad.
  • DeepL Translate
  • Cambridge dictionary
  • Typst, alternative to LaTeX.
  • Mathpix, convert image to LaTeX code.
  • SimpleIcons, downloading Icons.
  • Markdonw-badges, badges for your personal developer branding, profile, and projects.
  • Typora, markdown editer.
  • Revealjs, the HTML presentation framework.
  • Simplenote, cross-platform notes with Markdown support.
  • Code Paste, copy syntax-highlighted code into documents and slides.
• Conference info
  • WikiCFP, a semantic wiki for Calls For Papers in science and technology fields.
  • Conference Partner, conferences and journals information.
  • Top Computer Science conference, Top Conferences Ranking.
  • SlidesLive, slides, videos.
  • AI Conference Deadline
  • CCF Deadlines, submission deadlines for computer science conferences with CCF rankings.
• Literature helpers
  • OpenAlex, A free, open global database of academic literature and a knowledge graph for scientific research.
  • Semantic Scholar, a free, AI-powered research tool for scientific literature.
  • Connected Papers, papers are connected.
  • Litmaps, find and understand research better.
  • O-DataMap, an interactive map for exploring scientific research and experimental data.
  • PaSa, paper search agent.
  • Sci-Hub, to remove all the barriers in the way of science.
  • Google Scholar
  • Zotero, personal research assistant.
  • ResearchGate
  • Aminer
  • ResearchRabbit, “citation-based literature mapping tool” available online.
  • AlphaXiv, a forum for anyone to comment line-by-line on arXiv papers.
  • EasyScholar, browser add-on, 显示文献排名，并且提供翻译、文献收藏功能.
  • X-MOL学术平台, 化学类网址导航, 化学软件和数据库导航.
  • 棵岩阅读, 通过AI技术, 文献管理, 论文元信息提取, 全文翻译功能.
  • Daily arXiv AI Enhanced, daily arXiv paper updates with AI-generated summaries.
  • 科研废物导航, a directory of research tools and academic resources.
• Tutorials
  • CVPR 2020 Tutorials
  • Machine Learning Summer Schools
  • W3Schools Online Web Tutorials
  • OpenCV Tutorials
  • Google Machine Learning Education
  • Geometric Deep Learning
  • Immersive linear algebra
  • MultiModal Machine Learning
  • W3Schools
  • 菜鸟教程
  • 交互式图解人工智能
  • Coding interview university
  • Annotated Research Paper Implementations
  • 动手学大模型
  • Project based learning
  • Scientific Python Lectures
  • Datawhale, an open-source community for learning AI and data science.
• Open Courses
  • Courses of Harvard University
  • Courses of Stanford University
  • Courses of MIT
  • MOOC China
  • 国家高等教育智慧教育平台, a portal for university courses and educational resources.
  • 华文慕课, Chinese-language MOOCs from Peking University.
  • CrashCourse
  • LLM course
  • Phet, interactive simulations for science and math.
• Books
  • Free programming books, list of Free Learning Resources In Many Languages.
  • Dive into Deep Learning
  • Understanding Deep Learning
  • Think Python
  • Deep Learning
  • Interpretable Machine Learning
  • Machine Learning Glossary
  • Understanding Deep Learning
  • Approaching (Almost) Any Machine Learning Problem
  • Fundamentals of Machine Learning and Deep Learning in Medicine
  • Fundamentals of Nuclear Medicine Dosimetry
  • Deep Learning (中文)
  • 机器学习系统：设计和实现
  • 深度强化学习
  • C语言教程
  • 深度学习中的数学
  • 深度学习入门：基于Python的理论与实现
  • 白话机器学习算法
  • 大语言模型
  • LaTeX论文写作教程 (中文版)
  • 电子书制作
  • 书栈网
  • Z-library
• AI playground
  • Model Zoo, discover open source deep learning code and pretrained models.
  • Kaggle Models, discover pretrained machine learning models; the destination of TensorFlow Hub.
  • Chinese Medical Knowledge Graph, 中文医学知识图谱
  • 汉语反向词典
  • 识典古籍
  • Google Dataset Search
  • Medical Open Network for Artificial Intelligence
  • OpenMMLab
  • Universal Summarizer
  • Discover AI models & code
  • An Interactive Introduction to Artificial Intelligence (AI)
  • Embedding Projector, interactive visualization of high-dimensional embeddings.
  • Deep playground
  • SUMMIT: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations
  • Weights & Biases
  • GAN Lab
  • ChatGPT, you can ask anything.
  • Gemini
  • Google AI Studio, a playground for testing Gemini models and prototyping AI applications.
  • Bing Chat
  • Chat with any PDF
  • Segment Anything
  • SciSpace, search the largest scientific corpus in the world.
  • Elicit, ask a research question.
  • MyShell, an open ecosystem for AI Native Apps.
  • LLM Visualization, visualization of large language model.
  • large language models, install large language models.
  • Transformer Explainer
  • Netron, Visualizer for neural network.
  • AutoKeras, an AutoML system based on Keras.
  • Auto-Sklearn, an automated machine learning toolkit and a drop-in replacement for a scikit-learn estimator.
  • Featuretools, an open source python framework for automated feature engineering.
  • TPOT2, a Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
  • Arena, LLM models ranking.
  • Claude, large language models.
  • Grok, large language models.
  • DeepSeek, large language models.
  • NoteLM, an AI-powered tool designed to help users understand and interact with their documents.
  • 通义千问, large language models.
  • Kimi, large language models.
  • 豆包, large language models.
  • SKILL: diagram-design, editorial diagram design for Claude Code, Codex, GitHub Copilot.
• SoftwareTools
  • Snipaste, screenshot
  • ImageJ, image processing
  • Slicer, image processing
  • SimpleITK, image processing
  • Keras, a deep learning API with guides and code examples.
  • VSCode, code editer
  • PyCharm, code editer
  • LibreOffice, office tool
  • 3D Viewer, online 3D viewer
• Graphs online
  • Canva
  • MindMeister
  • MindMup
  • Miro mind map
  • Coggle
  • GitMind
  • mindmaps
  • Mermaid
  • Excalidraw
  • Draw.io, online drawing tool.
  • Next AI Draw.io, an AI-powered diagram generator.
  • Drawnix, an open-source whiteboard tool for diagrams and mind maps.
  • earth, a project to visualize global weather conditions
• Code
  • Gist, instantly share code, notes, and snippets.
  • GitHub
  • GitLab
  • GitCode
  • Gitee
  • Try Python
  • Colab
  • JupyterLite, run Jupyter notebooks directly in a web browser.
  • Binder Turn a Git repo into a collection of interactive notebooks
  • DockerHub
  • CodeConvertAI e.g. Convert MatLab code to Python
• Office
  • OneDrive, personal Cloud Storage, can open office documents online.
  • Outlook, personal email and calendar from Microsoft
  • Microsoft Teams
  • Edge, Edge browser.
  • Zoom
  • Jitsi Meet, browser-based video meetings for collaboration.
  • Anydesk, a remote connection tool.
  • AnyViewer, a remote connection tool.
  • RustDesk, the fast open-source remote access and support software.
• Blogs
  • Personnal website by Jack Cui, about Machine learning and Deep learning.
  • 阮一峰的网络日志
  • Personnal website by Redstone, Tutorial on various computer vision and deep learning.
  • Lil’Log, She’s documenting her learning notes in this blog since 2017.
• Misc
  • Slack, social media
  • Discord, social media
  • Radio Garden, radio on earth

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