Best Practices on Recommendation Systems
- machine-learning
- recommender
- ranking
- deep-learning
Repository Index
73,862 visible repositories in the index
1–19 of 19 · Most stars
The Data Engineering Cookbook
- data-engineer
- data-engineering
- big-data
- best-practices
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
- kedro
- hacktoberfest
- mlops
- python
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.
- agentic-coding
- ai-assistant
- ai-coding
- ai-pair-programming
The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices
PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡
- pytorch-lightning
- project-structure
- config
- deep-learning
🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴
- aws
- bytewax
- comet-ml
- generative-ai
ansible-lint checks playbooks for practices and behavior that could potentially be improved and can fix some of the most common ones for you
- ansible
- ansible-lint
- pre-commit-hook
- hacktoberfest
Add expert SwiftUI Best Practices guidance to your AI coding tool (Agent Skills open format).
A best practice for tensorflow project template architecture.
- tesnorflow
- software-engineering
- oop
- deep-learning
A developer toolkit to implement Serverless best practices and increase developer velocity.
- aws
- aws-lambda
- lambda
- python
Enterprise-level backend architecture solution with fastapi、sqlalchemy,、celery、pydantic、grafana、docker...
- fastapi
- fba
- celery
- sqlalchemy
Write professional-grade skills for agents, validate them using LLMs, and maintain a lean context window.
A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.
Hands on labs and code to help you learn, measure, and build using architectural best practices.
An unofficial styleguide and best practices summary for PyTorch
- pytorch
- styleguide
- best-practices
Resources on programming practices for safety-critical software.
- safety-critical
- safety-standards
- safety
- awesome-lists
Python Domain-Driven Design, Event-Based Systems, CRUD patterns
- ddd
- domain-driven-design
- goodcode
- module
Calculate the score of a repository based on best engineering practices.