64 curated AI 研究 AI tools, ranked by rating and freshness and updated daily.
AI2's academic literature search and citation analysis platform.
AI2 · ★ 4.6
An AI academic search engine that extracts evidence-based answers directly from papers.
★ 4.5
An AI research assistant for automated literature reviews and data extraction.
★ 4.5
A TechRxiv paper reviewing the evolution of generative AI from a historical perspective.
Generative
A systematic survey of the evolution, core techniques, and trends of large language models.
LLM
A Waxy.org article exposing how academic institutions can provide cover for tech companies' AI data use.
Ethics,
An open-source AI tool for systematic literature reviews that efficiently screens large paper collections.
Academia
Wickham's advanced R book covering language internals and programming patterns.
Books
A book revealing racial and gender bias in search engine algorithms.
Books
Aman Chadha's curated collection of classic AI and machine learning papers.
Papers
The classic ISL introduction to statistical learning with R-driven examples.
Books
A practical guide to applied predictive modeling with a focus on feature engineering and tuning.
Books
Russell and Norvig's AI textbook, one of the most widely used worldwide.
Books
A free online book for automating everyday office tasks with Python.
Books
A Bayesian reasoning and machine learning textbook available as a free PDF.
Books
A site that explains popular AI papers in accessible language.
Papers
A GAN paper reading club and collaborative knowledge base.
Papers
An AI academic citation generator that searches 11+ databases and supports 40+ formats.
🤖
An AI insights platform based on real customer interviews that generates competitor analysis and buyer personas.
Other
An AI-powered competitor tracking and market intelligence tool.
Online
Han's classic data mining textbook with comprehensive coverage of concepts and techniques.
Books
A practical introduction to data visualization with an emphasis on social science applications.
Books
Goodfellow and coauthors' classic deep learning textbook, available to read free online.
Books
A collection of 90 Python best practices for writing higher-quality code.
Books
A Cohere collection of recent papers highlighting emerging trends in generative AI research.
Generative
An AI paper assistant that explains highlighted difficult passages in plain language after upload.
Academia
A UK government discussion paper assessing frontier AI capabilities and risks.
Critical
An interactive browser-based experiment for visualizing GAN training.
Papers
An OpenAI paper analyzing the potential impact of GPTs on the U.S. labor market.
GPT
An AI paper summarization tool with multilingual export support.
🤖
A Reddit audience research tool for uncovering user pain points and product validation ideas.
Other
A hands-on guide to machine learning with Scikit-Learn, Keras, and TensorFlow.
Books
A YouTube channel tracking and explaining the latest AI research advances.
YouTube
MacKay's information theory and learning algorithms textbook, available free online.
Books
An open-access AI journal that publishes peer-reviewed research papers.
Books
A popular Udemy course for hands-on Python data analysis and visualization.
Books
A locally run deep research tool for searching academic and private documents.
LLM
Murphy's machine learning textbook that explains ML through a unified probabilistic framework.
Books
The official NLTK book and an introductory guide to natural language processing in Python.
Books
Nielsen's online neural networks book that explains deep learning principles intuitively.
Books
A Paper Digest list aggregating recent academic papers related to ChatGPT.
GPT
Bishop's pattern recognition and machine learning textbook, a classic introduction to Bayesian methods.
Books
An accessible book explaining business use cases for predictive analytics.
Books
A fast-paced Python textbook that moves from beginner concepts to hands-on projects.
Books
A Python data science handbook covering NumPy, Pandas, and Matplotlib.
Books
A practical Python machine learning book covering foundational algorithms through deep learning.
Books
A beginner-friendly Python textbook introducing computer science fundamentals.
Books
A Python 3 introduction for everyone with a focus on data exploration.
Books
An R and ggplot2 visualization cookbook organized around practical problems and solutions.
Books
Wickham's guide to R data science and the official tidyverse textbook.
Books
An AI academic citation finder that automatically matches relevant literature.
Academia
An AI collaborative research environment that speeds up paper discovery and understanding.
Academia
A practical guide to text mining in R using the tidyverse ecosystem.
Books
A classic statistical learning text by Stanford professors, available as a free online edition.
Books
A concise machine learning book for quickly mastering core ML concepts.
Books
An illustrated guide explaining how the VQGAN model works.
Papers
A Papers With Code corpus of machine learning methods with code implementations.
Papers
A code-driven introduction to Bayesian statistics in Python.
Books
A machine learning textbook that balances mathematical proofs with practical algorithms.
Books
A Brazilian UFPE thesis on using GANs as inspiration-support agents for artists.
Papers
A Medium deep dive into how VQGAN+CLIP text-to-image generation works.
Papers
A YouTube channel that deeply analyzes AI research papers one by one.
YouTube
A collection of accessible explanations of key concepts from selected machine learning papers.
Papers
An AI academic literature summarizer that saves 80% of reading time.
Academia