Science Score: 23.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
1 of 25 committers (4.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (6.5%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
Production infrastructure for machine learning at scale
Basic Info
- Host: GitHub
- Owner: cortexlabs
- License: apache-2.0
- Language: Go
- Default Branch: master
- Homepage: https://cortexlabs.com/
- Size: 11 MB
Statistics
- Stars: 8,033
- Watchers: 142
- Forks: 607
- Open Issues: 131
- Releases: 63
Topics
Metadata Files
README.md
Note: This project is no longer actively maintained by its original authors.
Production infrastructure for machine learning at scale
Deploy, manage, and scale machine learning models in production.
Serverless workloads
Realtime - respond to requests in real-time and autoscale based on in-flight request volumes.
Async - process requests asynchronously and autoscale based on request queue length.
Batch - run distributed and fault-tolerant batch processing jobs on-demand.
Automated cluster management
Autoscaling - elastically scale clusters with CPU and GPU instances.
Spot instances - run workloads on spot instances with automated on-demand backups.
Environments - create multiple clusters with different configurations.
CI/CD and observability integrations
Provisioning - provision clusters with declarative configuration or a Terraform provider.
Metrics - send metrics to any monitoring tool or use pre-built Grafana dashboards.
Logs - stream logs to any log management tool or use the pre-built CloudWatch integration.
Built for AWS
EKS - Cortex runs on top of EKS to scale workloads reliably and cost-effectively.
VPC - deploy clusters into a VPC on your AWS account to keep your data private.
IAM - integrate with IAM for authentication and authorization workflows.
Owner
- Name: Cortex Labs
- Login: cortexlabs
- Kind: organization
- Email: hello@cortex.dev
- Website: https://cortex.dev
- Repositories: 5
- Profile: https://github.com/cortexlabs
GitHub Events
Total
- Issues event: 1
- Watch event: 56
- Pull request event: 1
- Fork event: 3
Last Year
- Issues event: 1
- Watch event: 56
- Pull request event: 1
- Fork event: 3
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| David Eliahu | d****u | 1,279 |
| Vishal Bollu | v****u@g****m | 396 |
| Robert Lucian Chiriac | r****c@g****m | 254 |
| Omer Spillinger | o****r | 220 |
| Miguel Varela Ramos | m****l@c****m | 74 |
| Ivan Zhang | i****n@i****a | 51 |
| tim gretler | g****m@g****m | 10 |
| Caleb Kaiser | 4****r | 7 |
| Ivan Zhang | i****s@g****m | 6 |
| Zou Nengren | z****n@c****m | 4 |
| Jack Collins | j****s@g****m | 3 |
| dependabot[bot] | 4****] | 3 |
| Daniel Suess | d****l@d****e | 2 |
| Miguel Varela Ramos | m****2@g****m | 2 |
| Wing-Kam | w****e@g****m | 2 |
| Zou Nengren | z****9@g****m | 2 |
| ismaelc | c****l@g****m | 2 |
| BlueWhale | 6****o | 2 |
| Charles Bensimon | c****n@g****m | 1 |
| Hassen Taidirt | h****t@g****m | 1 |
| Arkin Dharawat | a****2@i****u | 1 |
| Andrei Lapanik | a****i@a****o | 1 |
| Kevin Huang | 4****g | 1 |
| Yang Hau | v****8@g****m | 1 |
| rbromley10 | 4****0 | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 58
- Total pull requests: 51
- Average time to close issues: 3 months
- Average time to close pull requests: 6 days
- Total issue authors: 27
- Total pull request authors: 10
- Average comments per issue: 1.33
- Average comments per pull request: 0.75
- Merged pull requests: 33
- Bot issues: 0
- Bot pull requests: 9
Past Year
- Issues: 1
- Pull requests: 2
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 1
- Pull request authors: 1
- Average comments per issue: 0.0
- Average comments per pull request: 0.0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- RobertLucian (13)
- deliahu (9)
- vishalbollu (4)
- BlueWhaleKo (4)
- nellaG (3)
- 17Ants (2)
- creatorrr (2)
- nyxfqq (2)
- miguelvr (1)
- dipen-epi (1)
- riquellopes (1)
- ratovarius (1)
- ShantanuNair (1)
- tfriedel (1)
- benharvie (1)
Pull Request Authors
- RobertLucian (15)
- deliahu (13)
- dependabot[bot] (9)
- jackmpcollins (3)
- AlexThondan (3)
- tfriedel (3)
- BlueWhaleKo (2)
- ismaelc (1)
- vishalbollu (1)
- miguelvr (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 3
-
Total downloads:
- pypi 309 last-month
-
Total dependent packages: 1
(may contain duplicates) -
Total dependent repositories: 10
(may contain duplicates) - Total versions: 93
- Total maintainers: 2
pypi.org: cortex
Cost-effective serverless computing
- Homepage: https://www.cortex.dev
- Documentation: https://cortex.readthedocs.io/
- License: Apache License 2.0
-
Latest release: 0.42.1
published over 3 years ago
Rankings
Maintainers (2)
proxy.golang.org: github.com/cortexlabs/cortex
- Homepage: https://github.com/cortexlabs/cortex
- Documentation: https://pkg.go.dev/github.com/cortexlabs/cortex#section-documentation
- License: Apache-2.0
-
Latest release: v0.42.1
published over 3 years ago
Rankings
pypi.org: cortex-deploy
Model serving at scale
- Homepage: https://www.cortex.dev
- Documentation: https://docs.cortex.dev
- License: Apache License 2.0
-
Latest release: 0.20.0.dev0
published over 5 years ago