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README.md

EduScale Documentation

This folder is the documentation index for the EduScale research monorepo, model training pipeline, benchmark evidence, and Android app.

Start Here

Goal Read
Understand the whole study ../README.md
First-time setup user-guide/installation.md
Quick repo orientation user-guide/quick-start.md
Workflow map guides/README.md
Missing project details to answer RESEARCH_QUESTIONS.md
Troubleshooting user-guide/troubleshooting.md

Research Evidence Map

Evidence type Source
Training history ../TRAINING_REPORT.md
Dataset manifests ../datasets/manifests
Dataset workflow ../datasets/README.md
Model workflow ../models/README.md
Benchmark workflow ../benchmarks/README.md
Benchmark outputs ../benchmarks/results
Android model packaging ../android/app/src/main/assets/README.md
Thesis source files ../thesis/README.md

Documentation Sections

Section What it covers
user-guide Installation, quick start, FAQ, and troubleshooting
guides Practical workflows for datasets, models, Android, benchmarks, experiments, and tools
architecture Android and pipeline design notes
development Setup and testing notes
api Internal API notes for app subsystems

Recommended Reading Order

  1. ../README.md
  2. user-guide/installation.md
  3. guides/datasets.md
  4. guides/models.md
  5. guides/benchmarks.md
  6. guides/android.md
  7. RESEARCH_QUESTIONS.md

What Belongs In Docs

Keep stable explanations here:

  • setup and repeatable workflows
  • metric definitions and interpretation
  • architecture notes
  • Android packaging and deployment notes
  • research assumptions that are not tied to a single experiment

Keep raw generated outputs, temporary exports, and large media outside this folder.

Related Repo Indexes