Python libraries: heapq
This is Episode 1 of a journey through some not-so-often-used python modules. We start with heapq and see what we can use it for.
•7 min read
PythonAlgorithmsHeap
Posts
Understanding the Dijkstra Algorithm in Python
A gentle introduction to Dijkstra algorithm for computing shortest paths on weighted graphs. We'll explore the intuition, the data structures behind it, and a clean Python implementation.
•5 min read
AlgorithmsGraph TheoryPython
A perspective on classical mechanics
•6 min read
PhysicsForceEnergy
Understanding Breadth-First Search (BFS) in Python
A simple introduction to the Breadth-First Search (BFS) algorithm using Python. We’ll walk through the intuition, structure, and a working implementation with annotated code.
•5 min read
AlgorithmsGraph TheoryPython
Python context manager and the 'with' statement
Python context managers simplify resource management by providing automatic cleanup. You can easily define custom managers with just a few lines of code.
•6 min read
Python
Hello from Prof. Schimd
Let me introduce myself and explain why I think this blog is different from others.
•2 min read
Retrieval-Augmented Generation (RAG) with LangChain and local Ollama
Short tutorial to build a simple RAG system using Python and the LangChain library to enhance generations from a local LLM run with Ollama.
•8 min read
RAGLLMLangChain