2025-10-08

API

• Air: a web framework built with FastAPI, Starlette, and Pydantic

Anomaly detection

• An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection
• Graph-based Time Series Clustering Visualisation Tools
• Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series
• TSB-AD: Towards A Reliable Time-Series Anomaly Detection Benchmark
• Time Series Anomaly Detection Taxonomy
• Time Series Anomaly Detection: An Overview
• Time Series Anomaly Detection
• Time Series Anomaly Detection

Articles

• Beyond the Front Page: A Personal Guide to Hacker News
• Python Violates PEP 8
• Use singular nouns for database table names

Audio recognition

• Python Audio Transcription: Convert Speech to Text Locally

Books

• Time series analysis with Python

CLI

• alive-progress: a new kind of Progress Bar, with real-time throughput, ETA, and very cool animations

Code maintenance

• hexora: static analysis of malicious Python code

Colors

• What are OKLCH colors?
• What is a color space?
• coloraide: library to aid in using colors

Database

• SedonaDB: a cluster computing framework for processing large-scale geospatial data

Dataset

• Awesome Public Datasets

Embeddings

• fastembed: Fast, Accurate, Lightweight Python library to make State of the Art Embedding

Feature flags

• Feature Flags In Depth
• GO Feature Flag: a completely open-source, simple and lightweight feature flag solution

Geo science

• city2graph: transform geospatial relations into graph representations
• momepy: Urban Morphology Measuring Toolkit

Geodata

• geoviews: simple, concise geographical visualization in Python
• lonboard: a Python library for fast, interactive geospatial vector data visualization in Jupyter
• starplot: star charts and maps in Python

Gradient methods

• How does gradient descent work?

HTML

• PyScript
• The least amount of CSS for a decent looking site
• tdom: a rockin' t-string HTML templating system for Python 3.14

Javascript libraries

• detroit: a Python implementation of d3js

Large Language Models (LLM)

• Boring is good
• Building your own CLI Coding Agent with Pydantic-AI
• Designing agentic loops
• LangChain for EDA: Build a CSV Sanity-Check Agent in Python
• Maintain the unmaintainable: 1M python loc, 400+ models
• Model2Vec Size Improvements
• Ollama Web search
• Python MCP Server: Connect LLMs to Your Data
• Understanding Transformers Using A Minimal Example
• Why Your Prompts Don't Belong in Git
• Yann LeCun's SSL, JEPA, World Models and the Future of AI
• lida: Automatic Generation of Visualizations and Infographics using Large Language Models

Logging

• Production-Grade with Loguru

Markdown

• markdown-it-py: Markdown parser done right

Markov Chains

• Hamiltonian Monte Carlo demo app
• Markov chain Monte Carlo (MCMC) Sampling, Part 1: The Basics

Mathematics

• Big O notation visually explained
• Folks, we have the best π
• mathflow: a Pythonic Interface for Symbolic and Numerical Mathematics

OO Programming

• Safe composable Python

Project packaging

• uv cheatsheet

Ridgeline plots

• bumplot: bump charts in Python

Scikit-learn

• mapie: estimating prediction intervals and controlling risks, based on conformal predictions

Seaborn

• ultraplot: a succinct wrapper for matplotlib

Software Development

• Why Local-First Apps Haven’t Become Popular?

Teaching

• SymPy printing

Technical skills

• All Algorithms implemented in Python
• IDEA: a series of nonverbal algorithm assembly instructions

Time Series

• AutoGP.jl: Automated Bayesian model discovery for time series data
• Sequential Monte Carlo Learning for Time Series Structure Discovery
• k-Graph: A Graph Embedding for Interpretable Time Series Clustering
• k-Shape: Efficient and Accurate Clustering of Time Series

Tools

• rainfrog: a database tool for the terminal

Tools

• Calcolatore dell'interesse Banca d'Italia

Typing

• Comparing Pyrefly Vs Ty
• How Well Do New Python Type Checkers Conform? A Deep Dive into Ty, Pyrefly, and Zuban

Utils

- Agentic AI frameworks, protocols, and tools on AWS