apache / hamiltonLinks
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
☆2,159Updated this week
Alternatives and similar repositories for hamilton
Users that are interested in hamilton are comparing it to the libraries listed below
Sorting:
- A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton☆860Updated last year
- A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rew…☆2,087Updated 2 months ago
- Python Stream Processing☆1,764Updated 2 months ago
- Distributed query engine providing simple and reliable data processing for any modality and scale☆2,920Updated this week
- Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastr…☆1,681Updated last week
- data load tool (dlt) is an open source Python library that makes data loading easy 🛠️☆3,750Updated this week
- A light-weight, flexible, and expressive statistical data testing library☆3,854Updated last week
- dbt (http://getdbt.com) adapter for DuckDB (http://duckdb.org)☆1,097Updated 2 weeks ago
- Making data lake work for time series☆1,175Updated 10 months ago
- Scalable and efficient data transformation framework - backwards compatible with dbt.☆2,425Updated this week
- Lightweight and extensible compatibility layer between dataframe libraries!☆1,136Updated this week
- Malloy is an experimental language for describing data relationships and transformations.☆2,172Updated this week
- Chronon is a data platform for serving for AI/ML applications.☆817Updated this week
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,586Updated 3 weeks ago
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,916Updated last month
- Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to wr…☆2,108Updated this week
- MetricFlow allows you to define, build, and maintain metrics in code.☆1,228Updated this week
- Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, v…☆4,826Updated this week
- the portable Python dataframe library☆5,849Updated last week
- The simplest way to serve AI/ML models in production☆1,012Updated this week
- An open-source ML pipeline development platform☆988Updated 5 months ago
- Better SQL in Jupyter. 📊☆786Updated 2 months ago
- Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io☆2,126Updated this week
- A data modelling layer built on top of polars and pydantic☆485Updated 5 months ago
- Titan Core - Snowflake infrastructure-as-code. Provision environments, automate deploys, CI/CD. Manage RBAC, users, roles, and data acces…☆471Updated 3 months ago
- re_data - fix data issues before your users & CEO would discover them 😊☆1,560Updated last year
- What's in your data? Extract schema, statistics and entities from datasets☆1,494Updated 3 months ago
- do more with dbt. dbt-fal helps you run Python alongside dbt, so you can send Slack alerts, detect anomalies and build machine learning m…☆853Updated last year
- ETL, Analytics, Versioning for Unstructured Data☆2,584Updated this week
- UnionML: the easiest way to build and deploy machine learning microservices☆335Updated last year