Apache Spark - A unified analytics engine for large-scale data processing
- python
- scala
- r
- java
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Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Parallel computing with task scheduling
- dask
- python
- pydata
- numpy
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
- bloom
- deep-learning
- distributed-systems
- language-models
Apache Beam is a unified programming model for Batch and Streaming data processing.
- python
- java
- big-data
- beam
Run MapReduce jobs on Hadoop or Amazon Web Services
A cluster computing framework for processing large-scale geospatial data
- cluster-computing
- spatial-sql
- geospatial
- spatial-analysis
Apache DataFusion Ballista Distributed Query Engine
- arrow
- big-data
- dataframe
- olap
Python Stream Processing
- python
- stream-processing
- rust
- data-engineering
A distributed task scheduler for Dask
- pydata
- dask
- distributed-computing
- python
Distributed Stream Processing
- stream-processing
- stream-processor
- stream-processing-engine
- pony-language
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
- hpc
- workflow
- workflow-automation
- workflow-management
Open Lakehouse Compute Fabric: an open-source lakehouse platform with Microsoft Fabric Compute Extension.
- apache-iceberg
- apache-spark
- data-engineering
- delta-lake
Python MapReduce library written in Cython. Visit us in #hadoopy on freenode. See the link below for documentation and tutorials.