DAGWorks-Inc / hamilton
Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
☆1,874Updated this week
Related projects ⓘ
Alternatives and complementary repositories for hamilton
- A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton☆863Updated last year
- A unified interface for distributed computing. Fugue executes SQL, Python, Pandas, and Polars code on Spark, Dask and Ray without any rew…☆2,013Updated last month
- Making data lake work for time series☆1,139Updated 3 months ago
- Distributed data engine for Python/SQL designed for the cloud, powered by Rust☆2,336Updated this week
- An open-source ML pipeline development platform☆974Updated last month
- Python Stream Processing☆1,565Updated this week
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,818Updated 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…☆3,964Updated this week
- A reactive Python kernel for Jupyter notebooks.☆1,149Updated last month
- A light-weight, flexible, and expressive statistical data testing library☆3,401Updated this week
- Move fast from data science prototype to pipeline. Capture, analyze, and transform messy notebooks into data pipelines with just two line…☆663Updated 6 months ago
- What's in your data? Extract schema, statistics and entities from datasets☆1,434Updated last week
- Better SQL in Jupyter. 📊☆723Updated last week
- Build and share data reports in 100% Python☆1,381Updated last year
- BuildFlow, is an open source framework for building large scale systems using Python. All you need to do is describe where your input is …☆193Updated 10 months ago
- Efficient data transformation and modeling framework that is backwards compatible with dbt.☆1,824Updated this week
- Lightweight and extensible compatibility layer between dataframe libraries!☆605Updated this week
- UnionML: the easiest way to build and deploy machine learning microservices☆337Updated last year
- dbt (http://getdbt.com) adapter for DuckDB (http://duckdb.org)☆923Updated this week
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,511Updated 2 months ago
- data load tool (dlt) is an open source Python library that makes data loading easy 🛠️☆2,662Updated this week
- Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io☆1,913Updated last week
- Scalable identity resolution, entity resolution, data mastering and deduplication using ML☆957Updated this week
- Temporian is an open-source Python library for preprocessing ⚡ and feature engineering 🛠 temporal data 📈 for machine learning applicati…☆676Updated 3 months ago
- A Python tool to enforce dependencies, using modular architecture 🌎 Open source 🐍 Installable via pip 🔧 Able to be adopted incremental…☆1,139Updated this week
- Chronon is a data platform for serving for AI/ML applications.☆743Updated this week
- Visual Data Transformation with Python Code Generation. Low-Code Python-based ETL.☆905Updated this week
- Database replication platform that leverages change data capture. Stream production data from databases to your data warehouse (Snowflake…☆600Updated this week
- A Python package for the statistical analysis of A/B tests.☆249Updated this week
- dstack is a lightweight, open-source alternative to Kubernetes & Slurm, simplifying AI container orchestration with multi-cloud & on-prem…☆1,549Updated this week