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Languages & runtimes · #python
Explore how Reflex simplifies web development by unifying backend state and frontend UI. Learn to build reactive components using Python-based State and event handlers.
Hand-written value classes often drown in repetitive __init__ and __eq__ code. Python 3.7+ @dataclass generates these automatically, reducing bugs and boilerplate.
TheAlgorithms' Dijkstra implementation uses Python's stdlib heapq instead of a custom binary heap. Here is what that decision buys in maintainability—and what it costs in duplicate heap entries and memory.
Learn how to use NetworkX to implement the PageRank algorithm to identify influential nodes in a directed graph, handling dangling nodes and weighted edges.
Learn how to create a reproducible, isolated Conda environment using environment.yml, strict channel priority, exact version pinning, and careful pip integration. Includes a concrete example, operational checks, and failure‑mode guidance.
Learn how to render a fully interactive line chart from a pandas DataFrame using Plotly Express, including HTML export and troubleshooting.
Stop the N+1 query problem in Django. Learn exactly when to use select_related for SQL joins and prefetch_related for Python-side lookups to optimize ORM performance.
Stop styling every Plotly chart by hand. Register a custom layout template once and apply it across notebooks, scripts, and Dash apps.
Move from print‑debugging to interactive inspection in Spyder with the Variable Explorer and cell‑based script execution. Learn a practical example, trade‑offs, and how to avoid common pitfalls.
reflex
pandas
plotly
django
spyder