plotly / plotly.py
The interactive graphing library for Python :sparkles:
plotly / plotly.py
pyinfra-dev / pyinfra
🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fast and scales from one server to thousands.
sipyourdrink-ltd / bernstein
The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayable record. Free, Apache-2.0. https://bernstein.run
nucleic / enaml
Declarative User Interfaces for Python
vega / altair
Declarative visualization library for Python
meltano / meltano
Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to writing, maintaining, and scaling your own API integrations.
kapicorp / kapitan
Generic templated configuration management for Kubernetes, Terraform and other things
rentruewang / aioway
AI on the way. An auto deep learning pipe dream. An RDBMS approach to deep learning. Declarative, explainable, scalable, optimizable, easy to deploy, all that good stuff.
astronomer / dag-factory
Construct Apache Airflow DAGs Declaratively via YAML configuration files
canonical / netplan
Declarative network configuration for various backends
Quantco / dataframely
A declarative, 🐻❄️-native data frame validation library.
dbt-labs / dbt-charts
Declarative YAML around SQL for dbt-native dashboards: easy for agents to write, easy for humans to audit.
holoviz / param
Declarative parameters for robust Python classes and a rich API for reactive programming
xoolive / traffic
A toolbox for processing and analysing air traffic data
pyedifice / pyedifice
Declarative GUI framework for Python and Qt
Inspired-by-Atmosphere / pulse-path
A linked-list discipline for knowledge, memory and pointer hygiene in large projects: five laws plus portable Python engines (declarative rule table, dry-run health check, link-integrity scan).
Fantasality / dsh-origin-plugin
Drive OriginLab Origin scientific plotting from AI chat via MCP. 74 tools: modal-dialog watchdog, LabTalk safety gate, FigureSpec declarative YAML, fit params, matrix tools, matplotlib bridge, PPT assembly, editable OPJU delivery. Windows + Origin 2021+.