# Python Topics Reference Map

Complete reference guide organized by topic, with direct links to live documentation.

## Core Python
- **Basics** → https://www.pythonsheets.com/notes/basic/python-basic.html
- **Type Hints** → https://www.pythonsheets.com/notes/basic/python-typing.html
- **Classes & OOP** → https://www.pythonsheets.com/notes/basic/python-object.html
- **Functions** → https://www.pythonsheets.com/notes/basic/python-func.html
- **Lists** → https://www.pythonsheets.com/notes/basic/python-list.html
- **Dictionaries** → https://www.pythonsheets.com/notes/basic/python-dict.html
- **Sets** → https://www.pythonsheets.com/notes/basic/python-set.html
- **Generators** → https://www.pythonsheets.com/notes/basic/python-generator.html
- **Heap** → https://www.pythonsheets.com/notes/basic/python-heap.html
- **Regular Expressions** → https://www.pythonsheets.com/notes/basic/python-rexp.html
- **Unicode** → https://www.pythonsheets.com/notes/basic/python-unicode.html
- **__future__** → https://www.pythonsheets.com/notes/basic/python-future.html

## What's New
- **What's New in Python 3** → https://www.pythonsheets.com/notes/python-new-py3.html

## System Programming
- **Date/Time** → https://www.pythonsheets.com/notes/os/python-date.html
- **File I/O** → https://www.pythonsheets.com/notes/os/python-io.html
- **OS Interfaces** → https://www.pythonsheets.com/notes/os/python-os.html

## Concurrency
- **Threading** → https://www.pythonsheets.com/notes/concurrency/python-threading.html
- **Multiprocessing** → https://www.pythonsheets.com/notes/concurrency/python-multiprocessing.html
- **Futures** → https://www.pythonsheets.com/notes/concurrency/python-futures.html

## Asyncio
- **Async Guide** → https://www.pythonsheets.com/notes/asyncio/python-asyncio-guide.html
- **Async Basics** → https://www.pythonsheets.com/notes/asyncio/python-asyncio-basic.html
- **Async Servers** → https://www.pythonsheets.com/notes/asyncio/python-asyncio-server.html
- **Async Advanced** → https://www.pythonsheets.com/notes/asyncio/python-asyncio-advanced.html

## Network Programming
- **Socket Basics** → https://www.pythonsheets.com/notes/network/python-socket.html
- **Socket Servers** → https://www.pythonsheets.com/notes/network/python-socket-server.html
- **Async Sockets** → https://www.pythonsheets.com/notes/network/python-socket-async.html
- **Packet Sniffer** → https://www.pythonsheets.com/notes/network/python-socket-sniffer.html
- **SSL/TLS** → https://www.pythonsheets.com/notes/network/python-socket-ssl.html
- **SSH** → https://www.pythonsheets.com/notes/network/python-ssh.html

## Database
- **SQLAlchemy Basics** → https://www.pythonsheets.com/notes/database/python-sqlalchemy.html
- **SQLAlchemy ORM** → https://www.pythonsheets.com/notes/database/python-sqlalchemy-orm.html
- **Query Patterns** → https://www.pythonsheets.com/notes/database/python-sqlalchemy-query.html

## Security
- **Cryptography** → https://www.pythonsheets.com/notes/security/python-crypto.html
- **TLS/SSL** → https://www.pythonsheets.com/notes/security/python-tls.html
- **Vulnerabilities** → https://www.pythonsheets.com/notes/security/python-vulnerability.html

## C/C++ Extensions
- **ctypes** → https://www.pythonsheets.com/notes/extension/python-ctypes.html
- **C API** → https://www.pythonsheets.com/notes/extension/python-capi.html
- **Modern Extensions** → https://www.pythonsheets.com/notes/extension/python-cext-modern.html
- **C++ from Python** → https://www.pythonsheets.com/notes/extension/cpp-from-python.html

## LLM & Machine Learning
- **PyTorch** → https://www.pythonsheets.com/notes/llm/pytorch.html
- **Megatron / Distributed Training** → https://www.pythonsheets.com/notes/llm/megatron.html
- **LLM Serving** → https://www.pythonsheets.com/notes/llm/llm-serving.html
- **LLM Benchmarking** → https://www.pythonsheets.com/notes/llm/llm-bench.html

## High-Performance Computing
- **Slurm HPC** → https://www.pythonsheets.com/notes/hpc/slurm.html

## Appendix
- **Disaggregated Prefill/Decode** → https://www.pythonsheets.com/notes/appendix/disaggregated-prefill-decode.html
- **Megatron EFA Monitoring** → https://www.pythonsheets.com/notes/appendix/megatron-efa-monitoring.html
- **NCCL GIN** → https://www.pythonsheets.com/notes/appendix/nccl-gin.html
- **Walrus Operator** → https://www.pythonsheets.com/notes/appendix/python-walrus.html
- **Python GDB Debugging** → https://www.pythonsheets.com/notes/appendix/python-gdb.html