A systems-first handbook and Python framework for ML engineers. It provides architectural patterns for CV, NLP, and tabular data. Includes production-ready modules for OOF pipelines, safe target encoding, and ensemble stacking.

Handbook produksi Labtek Indie, yang mengimplementasikan framework product development kami.

Comprehensive scikit-learn ML handbook with 24 runnable Jupyter notebooks using built-in datasets. Covers regression, classification, ensembles, clustering, dimensionality reduction, and production pipelines - from beginner to senior level.

An automated tool for Validating OSINT. This forms part of the final step of OSINT production as detailed by NATO's open source handbook (2001). This is a research artefact for my Dissertation at the University of Portsmouth.

Production-grade DevOps challenges and solutions covering IaC, CI/CD, Kubernetes, Security, AI/ML, and Cloud platforms

Production-grade RAG system for NASA SE Handbook — multi-hop retrieval, table extraction, acronym resolution, confidence scoring

A living handbook of production-grade GenAI system patterns with runnable code.

A Step-by-Step Handbook for Building Production-Ready PyTorch Workflows, Not Just Code Snippets.

🚀 Production ML Engineering: The Complete Guide to Distributed LLM Training & Serving Master the art of building, optimizing, and deploying large-scale ML systems in production environments 🎯 This repository is your complete handbook for becoming a production LLM machine engineer.

A practical operations handbook for on-site and offline environments, focused on Linux, networking, and Go service operations. Built for high-pressure, restricted-access production systems. 面向驻场与封闭网络环境的实战运维速查手册，涵盖 Linux、网络排障与 Go 服务运维。 为高压力、受限访问的生产环境而生。

Practical production handbook for solo and small SaaS builders.

The practical MCP handbook with production guides, runnable examples, and starter templates across TypeScript, Python, C#, Kotlin, Go, Rust, and Java.

The complete OpenClaw handbook for activating a Human | AI Agent Partnership. Templates, configs, and the production playbook. Built by Abeba Co.

A concise handbook covering Databricks architecture, Delta Lake, Unity Catalog, and data engineering best practices for building scalable and production-ready data pipelines.

Code for automated production of a fusion materials activation handbook using OpenMC. Containing simulated activity, dose and decay heat characteristics for elements and materials exposed to neutron irradiation.

视频制作手册

Following the rust production pipelines handbook

AndProducers - a modern handbook for marketing & creative production (guides, templates, playbooks)

Acetylene, the Principles of Its Generation and Use
A Practical Handbook on the Production, Purification, and Subsequent Treatment of Acetylene for the Development of Light, Heat, and Power by Butterfield, W. J. Atkinson (William John Atkinson) Leeds, F. H. (Frank Henley) is a Project Gutenberg book, now on Github.

Interactive Core HTML handbook — semantic, accessible, and production-grade HTML patterns with live Monaco playgrounds.

A curated, long-term handbook for learning and reviewing Python tools used in ML, MLOps, and production engineering.

Production RAG system for HR Q&A using GitLab Handbook. Built with FastAPI, Qdrant, LangChain, Hybrid Search, and Docker.

A world-building and storytelling project presented in a handbook encyclopedia form. Archived, migrate to quartz/obsidian for future production

Claude Code skill that automatically applies production-ready Rust best practices (distilled from the Apollo GraphQL Rust Best Practices Handbook)

An AI & ML learning platform with 150+ expert-curated handbooks across 20 specializations — from core machine learning to production MLOps.

Mostly I use data from oil and gas engineering book such as Reservoir Engineering Handbook Tarek Ahmad, Well Productivity Handbook Boyun Guo, Kai Sun, and Ali Ghalambor, and Production Optimization Using Nodal Analysis Dale Beggs

From Prompt to Production: The AI Developer's Rapid Workflow An interactive handbook for BS Computer Science students, prepared by Mr. Haseeb.

The complete handbook for deploying web applications to production. Docker, Nginx, SSL, multi-environment setup, and automated CI/CD - all in one place.

An end-to-end, production-style Retrieval-Augmented Generation system over the GitLab Handbook with agentic actions, automated weekly Airflow updates, and MLflow-based promotion / rollback.

Senior developer handbook with production-grade engineering principles. Includes verification protocols, moderate confirmation policies, workflow patterns, and comprehensive language-specific guides for Python, Frontend, and Backend development.