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.
☆2,387Updated this week
Alternatives and similar repositories for hamilton
Users that are interested in hamilton are comparing it to the libraries listed below
Sorting:
- A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rew…☆2,135Updated last week
- A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton☆862Updated 2 years ago
- Python Stream Processing☆1,950Updated 10 months ago
- Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastr…☆1,908Updated this week
- Scalable and efficient data transformation framework - backwards compatible with dbt.☆2,876Updated this week
- data load tool (dlt) is an open source Python library that makes data loading easy 🛠️☆4,876Updated this week
- An open-source ML pipeline development platform☆998Updated last year
- A light-weight, flexible, and expressive statistical data testing library☆4,186Updated this week
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,963Updated 7 months ago
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,621Updated 8 months ago
- Lightweight and extensible compatibility layer between dataframe libraries!☆1,505Updated this week
- Better SQL in Jupyter. 📊☆840Updated last month
- Meltano: the declarative code-first data integration engine that powers your wildest data and ML-powered product ideas. Say goodbye to wr…☆2,331Updated this week
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…☆669Updated 11 months ago
- Making data lake work for time series☆1,188Updated last year
- 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…☆856Updated last year
- dbt adapter for DuckDB☆1,221Updated this week
- High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale☆5,193Updated this week
- MetricFlow allows you to define, build, and maintain metrics in code.☆1,468Updated this week
- Distribute and run AI workloads on Kubernetes magically in Python, like PyTorch for ML infra.☆1,147Updated this week
- A data modelling layer built on top of polars and pydantic☆600Updated this week
- Data Contracts engine for the modern data stack. https://www.soda.io☆2,281Updated this week
- A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps☆2,154Updated this week
- The simplest way to serve AI/ML models in production☆1,113Updated this week
- Chronon is a data platform for serving for AI/ML applications.☆964Updated this week
- The dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-host…☆2,242Updated this week
- What's in your data? Extract schema, statistics and entities from datasets☆1,541Updated 4 months ago
- Scalable identity resolution, entity resolution, data mastering and deduplication using ML☆1,146Updated this week
- re_data - fix data issues before your users & CEO would discover them 😊☆1,569Updated last year
- Fastest library to load data from DB to DataFrames in Rust and Python☆2,547Updated this week