Python sample codes and textbook for robotics algorithms.
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📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.
- python
- python3
- learning
- programming-language
Examples in the MLX framework
- mlx
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
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
One place for all the default credentials to assist the Blue/Red teamers identifying devices with default password 🛡️
- infosec
- default-password
- pentesting
- bugbounty
Our main goal is to share tips from some well-known bughunters. Using recon methodology, we are able to find subdomains, apis, and tokens that are already exploitable, so we can report them. We wish to influence Onelinetips and explain the commands, for the better understanding of new hunters..
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
- pytorch-lightning
- project-structure
- config
- deep-learning
TranslatedRUN · 润 (Run, "to slip away; to emigrate"): A handbook for overseas relocation for Chinese passport holders. 110 immigration routes across 36 European countries + 13 major immigration regions: digital nomad visas, EU Blue Card, skilled migration, study-to-work, entrepreneurship and self-employment, investment residency, each with official sources, continuously updated.
- china
- chinese
- digital-nomad
- digital-nomad-visa
TranslatedA knowledge base for red teaming and offensive security.
- command-and-control
- execution
- exploit
- initial-access
The roadmap for learning the C++ programming language for beginners and experienced devs.
Classic papers and resources on recommendation
- recommender-system
- deep-learning
- machine-learning
- recommendation
Lets Git started in the world of opensource, starting in the Zero To Mastery's opensource playground. Especially designed for education and practical experience purposes.
- getting-started
- giting-started
- opensource-intro
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
- ai
- fairness-ai
- fairness
- fairness-testing
:green_book: The Beauty of Python Programming.
- python
- gitbook
Algorithms for explaining machine learning models
- machine-learning
- explanations
- interpretability
- counterfactual
A small course on exploiting and defending neural networks
Offensive Software Exploitation Course
- exploitdev
- exploitation-course
- exploitation
- ose
👩🏫 Advanced NLP with spaCy: A free online course
- spacy
- nlp
- natural-language-processing
- online-course
AI Infrastructure Engineer Learning Track - Production ML infrastructure curriculum (2-4 years experience)
- ai-infrastructure
- kubernetes
- machine-learning
- mlops
A curated list of data mining papers about fraud detection.
- fraud-detection
- fraud-prevention
- fraud-checker
- fraud-management
Learn Python Regular Expressions step by step from beginner to advanced levels
A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and explanation.
learn code with tensorflow
- tensorflow-experiments
- gan
- infogan
- deeplearning