2024-10-02

ACID

• 7 hours learning Apache Iceberg

Audio recognition

• WhisperX: Automatic Speech Recognition with Word-level Timestamps and Diarization

Books

• Alice's Adventures in a Differentiable Wonderland

Code freezing

• pyapp: Runtime installer for Python applications

Code maintenance

• Stamina: production-grade retries for Python

Data Mapping

• Dataviz Inspiration
• The Python Graph Gallery

Data Processing

• Unstructured: Open-Source Pre-Processing Tools for Unstructured Data

Database

• DuckERD: a CLI tool for generating ERD diagrams from DuckDB databases
• Moving from Pandas to DuckDB

Dataset

• MusicBrainz API

Documentation

• pdoc: API Documentation for Python projects

Energy and Power Systems

• Modelling the High-Voltage Grid Using Open Data for Europe and Beyond
• Prebuilt Electricity Network for PyPSA-Eur based on OpenStreetMap Data
• PyPSA: Python for Power System Analysis

Gamification

• Graphs: find the dataset that fits the graph

Geo science

• Open Infrastructure Map

Github

• 20 repositories for developers
• github1s: one second to read GitHub code with VS Code

Large Language Models (LLM)

• "Attention, Please!": A Visual Guide To The Attention Mechanism
• Burr: build applications that make decisions (chatbots, agents, simulations). Monitor, trace, persist, and execute on your own infrastructure
• How LLMs Work, Explained Without Math
• guardrails: adding guardrails to large language models
• litellm: Python SDK, proxy server to call LLM APIs using the OpenAI format

Machine Learning

• Causality in ML Models: Introducing Monotonic Constraints

Mathematics

• Wave Partial Differential Equation Solver in Python

Misc

• Zed: a high-performance, multiplayer code editor

Misc utils

• xlwings: a Python library that makes it easy to call Python from Excel and vice versa

Programming Languages

• Total Typescript Essentials

Project Management

• Documenting Architecture Decisions

Regulation

• The EU AI Act Explorer

Scikit-learn

• The StandardScaler is not standard

Teaching

• AI for Teachers: an Open Textbook

Time Series

• Temporian: an open-source Python library for preprocessing and feature engineering temporal data for machine learning applications

Tools

• Datawrapper for PowerPoint
• Datawrapper

Web App Framework

• Building the Same App Using Various Web Frameworks