Book_7_《机器学习》 | 鸢尾花书：从加减乘除到机器学习；欢迎批评指正
Repository Index
63,269 visible repositories in the index
193–216 of 269 · Most stars
Learn how to design, develop, deploy and iterate on production-grade ML applications.
AI for Science 论文解读合集（持续更新ing），论文/数据集/教程下载：hyper.ai
This repository is a curated collection of hands-on data science projects tailored for beginners. Whether you're just starting your journey in data science or looking to strengthen your skills, these projects provide a practical and interactive way to apply your knowledge.
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
algorithms playground for common questions
Carefully curated resource links for data science in one place
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
- computer-science
- ranking
- computer-science-rankings
- faculty
Tutorial material on the scientific Python ecosystem
A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
Machine learning glossary
相当不错的图书，例如《数学之美》《提问的智慧》《软件工程可靠性》《时间简史》《毛泽东选集【全四卷】》《浪潮之巅》《金字塔原理》《TCP/IP卷一/卷二/卷三》《[荐]深入浅出设计模式》等；一些大的上传受限制的文件《图解TCP_IP_第5版》等在README
- books
- computer-science
- learning-resources
- networking
A collection of my book notes on various subjects, mainly computer science
- books
- booknotes
No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.
Quantitative analysis, strategies and backtests
- quantitative-finance
- quantitative-trading
- portfolio-management
- risk-management
Secure boilerplate for Electron app based on Vite. TypeScript + Vue/React/Angular/Svelte/Vanilla
A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources. https://docs.getgrist.com/doc/gSscJkc5Rb1Rw45gh1o1Yc
- sustainability
- photovoltaic
- energy-consumption
- energy
A curated list of community detection research papers with implementations.
- graph-clustering
- network-clustering
- clustering
- dimensionality-reduction
👤 Identity and Access Management knowledge for cloud platforms
- iam
- secret-management
- pki
- hardware-security-module
a curated list of R tutorials for Data Science, NLP and Machine Learning
- datascience
- data-science
- r
- text-mining
💎 The Principles of OOD (SOLID) based on Uncle Bob articles.
- ood-principles
- object-oriented
- liskov-substitution-principle
- interface-segregation-principle
A curated list of data mining papers about fraud detection.
- fraud-detection
- fraud-prevention
- fraud-checker
- fraud-management
Curated list of python software and packages related to scientific research in audio
- awesome-list
- python
- audio