taskgraph
Pipeline manager
A Python library for managing and optimizing computational workflows with parallel processing and data reuse.
22 stars
7 watching
8 forks
Language: Python
last commit: 8 months ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
| A bioinformatics pipeline system that supports running workflow stages on a distributed compute cluster. | 38 |
| A task dependency scheduler designed to simplify complex distributed pipelines by managing application execution and job dependencies in a decentralized manner. | 130 |
| A utility for managing and reloading graphics pipeline states in Direct3D 12 | 15 |
| A command-line tool for automating data processing and uploads from Planet's API to Google Earth Engine. | 42 |
| A platform for data-intensive scientific analysis and workflow management | 1,431 |
| A tool to manage tasks in the context of a task dependency graph using Python code. | 146 |
| A tool for running and managing bioinformatics pipelines by abstracting away low-level details and providing features such as dependency tracking, transactional management, and parallelism. | 233 |
| An MLOps Python library that enables data scientists to deploy and orchestrate machine learning pipelines for production-ready inference. | 117 |
| A workflow management system designed to efficiently run pipelines in various environments. | 901 |
| A framework for defining and automating bioinformatics pipelines using Nextflow. | 44 |
| A decentralized task pipeline on Golem.network using Python. | 5 |
| A Python-based workflow automation framework that enables easy creation of data processing pipelines | 105 |
| A suite of Python classes and tools for managing computational workflows on diverse Grids and clusters | 44 |
| A tool for managing data science pipelines by automating build, testing, and deployment processes while ensuring correctness and performance. | 58 |
| A framework for building and managing CI/CD pipelines and application environments with cryptographic signed dependencies. | 461 |