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3,528 documents
Graph Neural Networks
Explains graph neural networks conceptually for physics and chemistry students, covering message passing, training, and applications.
Viva/Presentation Q&A — DAB TPS Optimization Project
Provides 46 Q&A pairs to guide a presentation on optimizing TPS control of a DAB converter for minimal RMS current.
Installing dependencies
Explains RAG concepts and provides a complete Python script to build a FAISS vector index and answer questions using Google Gemini.
1. General Questions on ML Pipelines
Answers 30 interview-style questions covering ML pipeline stages, versioning, monitoring, testing, CI/CD, MLOps, security, and ethics.
🎵 Spotify End-to-End Azure Data Engineering Project
Builds a full Azure data platform that ingests Spotify-like data, transforms it through medallion layers, trains a hit-song classifier, and adds a natural-language query agent.
Development Log 📝
Tracks project status, outlines a three-phase plan to stabilise testing, implement MVP features, and deploy an AI chat platform.
Building a Document Q&A Chatbot with LangChain
Walks through building a RAG chatbot that answers questions from a PDF using LangChain, LangGraph, Gemini, and FAISS.
LLM Instructions for PlexMix
Defines a step-by-step release process for a Python CLI tool, including version bumps, tagging, GitHub releases, and CI checks.
CLI commands for the jclouds-plugin
Documents 13 Jenkins CLI commands for managing jclouds cloud profiles, templates, and userdata via XML import/export.
CME 211 Frequently Asked Questions
Answers common setup and workflow questions for a Stanford CME 211 course, covering editor configuration, Git usage, and course logistics.
Logs
Documents the author's design decisions and progress while building a Sega Genesis emulator, including CPU pipeline rework and toolchain experiments.
MCP - Server Configuration & Integration
Defines MCP server categories, agent-to-tool mappings, query classification rules, and performance profiles for a multi-agent engineering system.
Azure Databricks Best Practices
Collects Azure Databricks architecture, networking, security, and cluster sizing guidance from Microsoft and Databricks into a single reference.
Module 2: Continuous Delivery Pipeline
Walks through building a CodePipeline continuous delivery pipeline for a serverless API, including unit test integration.
Restep Job Execution SDK Documentation
Documents 10 REST API endpoints for job executors to report progress, status, and logs back to a Restep server.
Load Nextflow
Walks through running nf-core/hic for Hi-C analysis on MSU HPCC, including sample sheets, config, and SLURM submission.
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
Describes TVM, a compiler that optimizes deep learning models for diverse hardware back-ends using graph-level and operator-level transformations.
UV Package Manager Decision
Documents the decision to use UV instead of Poetry for package management, including rationale, trade-offs, migration steps, and hybrid integration with exasol-toolbox.
第一章 模型预处理
> 译者：[muxuezi](https://muxuezi.github.io/posts/1-premodel-workflow.html)
Job Description
Lists mandatory and nice-to-have skills for a DevSecOps Engineer role, plus 30 interview Q&As on Azure, Terraform, AKS, and security.
CI/CD Documentation
Documents a GitHub Actions CI pipeline that builds and tests a PostgreSQL extension across multiple versions using containerized PostgreSQL.
Product Requirements Document: Protein Binder Design MCP Server
Specifies requirements for an MCP server that wraps RFdiffusion, ProteinMPNN, and ESMFold into high-level tools for LLM-driven protein binder design.
Projen Pipelines - LLM Context
Documents the projen-pipelines library for LLMs, covering architecture, step types, CDK integration, and deployment options.
Joonbeom Park
Presents a personal resume with experience, projects, publications, and education for a software engineer and researcher.