Download
Covalent is a Pythonic workflow tool for computational scientists, AI/ML software engineers, and anyone who needs to run experiments on limited or expensive computing resources including quantum computers, HPC clusters, GPU arrays, and cloud services. Covalent enables a researcher to run computation tasks on an advanced hardware platform – such as a quantum computer or serverless HPC cluster – using a single line of code. Covalent overcomes computational and operational challenges inherent in AI/ML experimentation.
Features
- Assign functions to appropriate resources: Use advanced hardware (quantum computers, HPC clusters) for the heavy lifting and commodity hardware for bookkeeping
- Test functions on local servers before shipping them to advanced hardware
- Let Covalent's services analyze functions for data independence and automatically parallelize them
- Run experiments from a Jupyter notebook (or whatever your preferred interactive Python environment is)
- Track workflows and examine results in a browser-based GUI
- Covalent is developed using Python version 3.8 on Linux and macOS
Project Samples
Categories
Data PipelineLicense
Affero GNU Public LicenseFollow Covalent workflow
Other Useful Business Software
MongoDB Atlas runs apps anywhere
MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of Covalent workflow!
