Several channels are available to get started with Apache Hamilton, learn advanced usage, and participate in the latest feature development.
The user guide gives a complete overview of Apache Hamilton's features.
The reference documentation details Apache Hamilton's public API.
The ecosystem page lists all built-in integrations (pandas, Polars, Spark, etc.) and external community resources. Find reusable dataflows, blog posts, and video tutorials there.
The tryhamilton.dev website provides interactive tutorials in-browser to learn specific Apache Hamilton concepts.
The Slack channel is the ideal place to ask questions, request features, and give feedback.
See the ecosystem page for links to video content and conference talks.
2024-02 Apache Hamilton Meet-up for February
2023-12 Why you should build your GenAI/LLM apps using Apache Hamilton. AICamp End of Year in SF
2023-12 Bridging Classic ML Pipelines with the World of LLMs. PyData Global
2023-11 Apache Hamilton: Natively bringing software engineering best practices to python data transformations. Scale by the Bay.
2023-09 Apache Hamilton: Natively bringing software engineering best practices to python data transformations. Bay Area Python Interest Group (BAYPIGgies)
2023-08 dbt + Apache Hamilton: Enabling you to maintain complex Python within dbt models. MDSFest'23
2023-06 Apache Hamilton: an OS tool to add to your LLM App toolbelt. LLM Avalanche.
2023-06 Feature Engineering with Apache Hamilton: Portability & Lineage. Budapest ML Forum June 2023
2023-06 British Cycling Data Platform in Python. Manchester PyData Meetup
2023-04 Lightweight Lineage with Apache Hamilton. PyData Seattle
2023-01 Apache Hamilton: Natively bringing software engineering best practices to python data transformations. AI Camp Meetup San Jose
2022-10 Apache Hamilton: an open source, declarative, micro-framework for clean & robust feature transform code in Python. Feature Store Summit
2022-09 Apache Hamilton: enabling software engineering best practices for data transformations via generalized dataflow graphs. DEco - First International Workshop on Data Ecosystems
2022-09 Apache Hamilton: a modular open source declarative paradigm for high level modeling of dataflows. CDMS - First International Workshop on Composable Data Management Systems
2022-08 Apache Hamilton: A Python Micro-Framework for tidy scalable Pandas. Scalable Pandas Meetup
2022-08 Scalable feature engineering with Apache Hamilton on Ray. Ray Summit
2022-07 Apache Hamilton: A Python Micro-Framework for Data / Feature Engineering. MLOPsWorld Bay Area
2022-05 Apache Hamilton: a python micro-framework for data / feature engineering at Stitch Fix. AICamp
2022-02 [Open Source] Apache Hamilton, a micro framework for creating dataframes, and its application at Stitch Fix. Apply(Meetup)
2021-12 Apache Hamilton an open source micro framework for creating dataframes. SF Python Meetup
For external resources including blogs, see the ecosystem page. Here are some notable blog posts about Apache Hamilton: