2024-03-29

Career development

• Glue work
• On Being A Senior Engineer
• Recurse Social Rules to create a friendly, intellectual programming environmen

Chord diagram

• pycirclize: circular visualization in Python

Code maintenance

• pyinstrument: call stack profiler for Python

Colors

• ColorAid: a pure Python, object oriented approach to colors

Energy data

• Energy-Charts: interactive graphics displaying energy production and spot market prices
• Modo Energy Plotter

Ethics

• deon: an ethics checklist for data scientists

Feature flags

• GO Feature Flag: a completely open-source, simple and lightweight feature flag solution
• OpenFeature: an open specification that provides a vendor-agnostic, community-driven API for feature flagging

Git and versioning

• PyDriller: a Python framework to analyze Git repositories

JSON

• JSONPath for Python

Large Language Models (LLM)

• DSPy: the framework for programming - not prompting! - foundation models
• Text Embeddings: Comprehensive Guide

Logging

• Toolong: a terminal application to view, tail, merge, and search log files

Machine Learning

• Geomstats: a Python package for computations, statistics, machine learning and deep learning on manifolds

Markdown

• Evidence: build fast, interactive data visualizations in pure SQL and markdown

Misc

• Data Science toolset starter kit
• Excalidraw

Misc utils

• Pint: a Python package to define, operate and manipulate physical quantities
• humanize: various common humanization utilities
• kanban-python: your terminal Kanban-board manager

Open Source Heroes

• facelessuser
• squidfunk
• tiangolo

Optimization

• A Comprehensive Guide to Modeling Techniques in Mixed-Integer Linear Programming

Pandas

• PandasAI: a Python library to ask questions to your data in natural language
• Using Polars in a Pandas world

Regulation

• Uncovering the EU AI Act

SQL

• Harlequin: the SQL IDE for your terminal

Search engine

• lunr: simple and powerful full text search capabilities

Services

• Comparing design approaches for building serverless microservices
• Using AWS AppConfig Feature Flags

Social science

• Parallel Lives

Software Development

• Backstage by Spotify: an open platform for building developer portals

Streamlit

• LDAP authenticator

Technical writing

• Write the Docs: best practices for creating software documentation

Tools

• dlt: an open-source library to load data from various and often messy data sources into well-structured, live datasets

Utils

• Powerpipe: dashboards for DevOps

Web App Framework

• Gradio Themes Gallery
• Grog: a CLI that creates a Gradio UI for a Cog application
• Playwright: reliable end-to-end testing for modern web apps