🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook
- algorithms
- javascript
- computer-science
- javascript-algorithms
Repository Index
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TranslatedBook_3_"Elements of Mathematics" | Iris Book series: from addition, subtraction, multiplication and division to machine learning; now on sale; corrections are still welcome, and readers who submit many corrections will also receive free books!
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
- machine-learning
- deep-learning
- linear-algebra
- probability
A Collection of Variational Autoencoders (VAE) in PyTorch.
- pytorch
- pytorch-implementation
- vae
- vae-implementation
TranslatedA knowledge graph for mathematics (primary school to high school), English (grade 3 to high school), and junior high school physics: 1,644 knowledge points, 2,403 prerequisite edges, and 6,723 questions, aligned with the curriculum standards, with an adaptive prerequisite diagnostic.
- chinese
- curriculum
- diagnostic
- edtech
LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base. Register here 👇🏼
All course materials for the Zero to Mastery Machine Learning and Data Science course.
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments
- accelerator
- ai-infra
- ai-infrastructure
- book
TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/
- recommender-system
- tensorflow
- tianchi-competition
- deep-learning
Toturials coming with the "data science roadmap" picture.
Repository to store sample python programs for python learning
- python
- pandas
- pandas-dataframe
- pandas-tutorial
Literature references for “Designing Data-Intensive Applications”
The "Python Machine Learning (2nd edition)" book code repository and info resource
A list of command-line tools for manipulating structured text data
VIP cheatsheets for Stanford's CS 230 Deep Learning
- cheatsheet
- deep-learning
- convolutional-neural-networks
- recurrent-neural-networks
This Repository Contain All the Artificial Intelligence Projects such as Machine Learning, Deep Learning and Generative AI that I have done while understanding Advanced Techniques & Concepts.
- computer-vision-projects
- deep-learning-projects
- machine-learning-projects
- machinelearningprojects
8 Lessons, Kick-start Your Cybersecurity Learning.
- appsec
- cia-triad
- data-protection
- data-security
🚀 Free HTTP, SOCKS4, & SOCKS5 proxy list * Updated every 5 minutes * and rotating proxy API (100+ countries)
- proxies
- proxy-list
- socks5
- free-proxy
Translated😆 What books have leading internet technology experts in China and abroad written: computer fundamentals, networking, front end, back end, databases, architecture, big data, deep learning...
- technical
- book-list
- front-end
- back-end
The repository host gives no description.
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
- python
- utilities
- cache
- data-structures
TranslatedFree proxy node aggregator. Daily updated vmess/vless/trojan/ss. Wall-climbing (bypassing the firewall), ladder (circumvention tool), scientific internet access (circumvention), airport subscriptions (proxy service subscriptions), network acceleration, VPN, no need to climb the wall, one-click import
- v2ray
- gfw
- shadowsocks
- free
The Leek group guide to data sharing